US20240040075A1 - Transport mechanisms for video stream merging with overlapping video - Google Patents
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/14—Systems for two-way working
- H04N7/141—Systems for two-way working between two video terminals, e.g. videophone
- H04N7/147—Communication arrangements, e.g. identifying the communication as a video-communication, intermediate storage of the signals
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/222—Studio circuitry; Studio devices; Studio equipment
- H04N5/262—Studio circuits, e.g. for mixing, switching-over, change of character of image, other special effects ; Cameras specially adapted for the electronic generation of special effects
- H04N5/272—Means for inserting a foreground image in a background image, i.e. inlay, outlay
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/14—Digital output to display device ; Cooperation and interconnection of the display device with other functional units
- G06F3/1454—Digital output to display device ; Cooperation and interconnection of the display device with other functional units involving copying of the display data of a local workstation or window to a remote workstation or window so that an actual copy of the data is displayed simultaneously on two or more displays, e.g. teledisplay
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L65/00—Network arrangements, protocols or services for supporting real-time applications in data packet communication
- H04L65/60—Network streaming of media packets
- H04L65/75—Media network packet handling
- H04L65/764—Media network packet handling at the destination
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/70—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by syntax aspects related to video coding, e.g. related to compression standards
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10016—Video; Image sequence
Definitions
- the present disclosure relates generally to computer networks, and, more particularly, to transport mechanisms for video stream merging with overlapping video.
- Collaboration equipment such as video conferencing equipment found in meeting rooms, kiosks, and the like are becoming increasing ubiquitous in many settings. For instance, meeting rooms in different geographic locations may be equipped with collaboration equipment that enable meeting attendees to video conference with one another. Other participants may be able to join the video conference by executing a corresponding application on their personal devices, such as computers, mobile phones, or the like. Accordingly, a video conferencing service may aggregate multiple video streams, to allow the different participants to see one another.
- the video conferencing service may allow users to apply a masking to their video feeds, to replace their physical backgrounds with different images (e.g., a participant working from home may instead appear to the other participants as being located on the beach).
- a user may opt to share their screen with the other participants, in lieu of their camera feed.
- this is typically done in a binary manner whereby either the user or their electronic content is shown to the other participants of the video conference at any given time.
- FIGS. 1 A- 1 B illustrate an example communication network
- FIG. 2 illustrates an example network device/node
- FIG. 3 illustrates various example components of a video conferencing system
- FIG. 4 illustrates an example display of a video conference
- FIG. 5 illustrates an example architecture for merging video streams
- FIG. 6 illustrates an example display of a video conference with overlapping video
- FIG. 7 illustrates an example architecture for transmitting segmentation mask data
- FIG. 8 illustrates an example simplified procedure for providing overlapping video for display.
- a device receives a first video stream of a video conference.
- the device receives a second video stream of the video conference.
- the second video stream includes an indicated location for video of the second video stream relative to video of the first video stream.
- the device merges the first video stream and the second video stream into an overlapped video having the video of the second video stream located at the indicated location relative to the video of the first video stream.
- the device provides the overlapped video for display.
- a computer network is a geographically distributed collection of nodes interconnected by communication links and segments for transporting data between end nodes, such as personal computers and workstations, or other devices, such as sensors, etc.
- end nodes such as personal computers and workstations, or other devices, such as sensors, etc.
- LANs local area networks
- WANs wide area networks
- LANs typically connect the nodes over dedicated private communications links located in the same general physical location, such as a building or campus.
- WANs typically connect geographically dispersed nodes over long-distance communications links, such as common carrier telephone lines, optical lightpaths, synchronous optical networks (SONET), or synchronous digital hierarchy (SDH) links, or Powerline Communications (PLC) such as IEEE 61334, IEEE P1901.2, and others.
- PLC Powerline Communications
- the Internet is an example of a WAN that connects disparate networks throughout the world, providing global communication between nodes on various networks.
- the nodes typically communicate over the network by exchanging discrete frames or packets of data according to predefined protocols, such as the Transmission Control Protocol/Internet Protocol (TCP/IP).
- TCP/IP Transmission Control Protocol/Internet Protocol
- a protocol consists of a set of rules defining how the nodes interact with each other.
- Computer networks may be further interconnected by an intermediate network node, such as a router, to extend the effective “size” of each network.
- Smart object networks such as sensor networks, in particular, are a specific type of network having spatially distributed autonomous devices such as sensors, actuators, etc., that cooperatively monitor physical or environmental conditions at different locations, such as, e.g., energy/power consumption, resource consumption (e.g., water/gas/etc. for advanced metering infrastructure or “AMI” applications) temperature, pressure, vibration, sound, radiation, motion, pollutants, etc.
- Other types of smart objects include actuators, e.g., responsible for turning on/off an engine or perform any other actions.
- Sensor networks a type of smart object network, are typically shared-media networks, such as wireless or PLC networks.
- each sensor device (node) in a sensor network may generally be equipped with a radio transceiver or other communication port such as PLC, a microcontroller, and an energy source, such as a battery.
- a radio transceiver or other communication port such as PLC
- PLC power supply
- microcontroller a microcontroller
- an energy source such as a battery.
- smart object networks are considered field area networks (FANs), neighborhood area networks (NANs), personal area networks (PANs), etc.
- FANs field area networks
- NANs neighborhood area networks
- PANs personal area networks
- size and cost constraints on smart object nodes result in corresponding constraints on resources such as energy, memory, computational speed and bandwidth.
- FIG. 1 A is a schematic block diagram of an example computer network 100 illustratively comprising nodes/devices, such as a plurality of routers/devices interconnected by links or networks, as shown.
- customer edge (CE) routers 110 may be interconnected with provider edge (PE) routers 120 (e.g., PE- 1 , PE- 2 , and PE- 3 ) in order to communicate across a core network, such as an illustrative network backbone 130 .
- PE provider edge
- routers 110 , 120 may be interconnected by the public Internet, a multiprotocol label switching (MPLS) virtual private network (VPN), or the like.
- MPLS multiprotocol label switching
- VPN virtual private network
- Data packets 140 may be exchanged among the nodes/devices of the computer network 100 over links using predefined network communication protocols such as the Transmission Control Protocol/Internet Protocol (TCP/IP), User Datagram Protocol (UDP), Asynchronous Transfer Mode (ATM) protocol, Frame Relay protocol, or any other suitable protocol.
- TCP/IP Transmission Control Protocol/Internet Protocol
- UDP User Datagram Protocol
- ATM Asynchronous Transfer Mode
- Frame Relay protocol or any other suitable protocol.
- a router or a set of routers may be connected to a private network (e.g., dedicated leased lines, an optical network, etc.) or a virtual private network (VPN), such as an MPLS VPN thanks to a carrier network, via one or more links exhibiting very different network and service level agreement characteristics.
- a private network e.g., dedicated leased lines, an optical network, etc.
- VPN virtual private network
- a given customer site may fall under any of the following categories:
- MPLS VPN links are usually tied to a committed service level agreement, whereas Internet links may either have no service level agreement at all or a loose service level agreement (e.g., a “Gold Package” Internet service connection that guarantees a certain level of performance to a customer site).
- a loose service level agreement e.g., a “Gold Package” Internet service connection that guarantees a certain level of performance to a customer site.
- FIG. 1 B illustrates an example of network 100 in greater detail, according to various embodiments.
- network backbone 130 may provide connectivity between devices located in different geographical areas and/or different types of local networks.
- network 100 may comprise local/branch networks 160 , 162 that include devices/nodes 10 - 16 and devices/nodes 18 - 20 , respectively, as well as a data center/cloud environment 150 that includes servers 152 - 154 .
- local networks 160 - 162 and data center/cloud environment 150 may be located in different geographic locations.
- Servers 152 - 154 may include, in various embodiments, a network management server (NMS), a dynamic host configuration protocol (DHCP) server, a constrained application protocol (CoAP) server, an outage management system (OMS), an application policy infrastructure controller (APIC), an application server, a server that provides a video conferencing/collaboration service (e.g., a management service), a server that provides a meeting scheduling service, etc.
- NMS network management server
- DHCP dynamic host configuration protocol
- CoAP constrained application protocol
- OMS outage management system
- APIC application policy infrastructure controller
- application server a server that provides a video conferencing/collaboration service (e.g., a management service), a server that provides a meeting scheduling service, etc.
- network 100 may include any number of local networks, data centers, cloud environments, devices/nodes, servers, etc.
- the techniques herein may be applied to other network topologies and configurations.
- the techniques herein may be applied to peering points with high-speed links, data centers, etc.
- network 100 may include one or more mesh networks, such as an Internet of Things network.
- Internet of Things or “IoT” refers to uniquely identifiable objects (things) and their virtual representations in a network-based architecture.
- objects in general, such as lights, appliances, vehicles, heating, ventilating, and air-conditioning (HVAC), windows and window shades and blinds, doors, locks, etc.
- HVAC heating, ventilating, and air-conditioning
- the “Internet of Things” thus generally refers to the interconnection of objects (e.g., smart objects), such as sensors and actuators, over a computer network (e.g., via IP), which may be the public Internet or a private network.
- LLCs Low-Power and Lossy Networks
- shared-media mesh networks such as wireless or PLC networks, etc.
- PLC networks are often on what is referred to as Low-Power and Lossy Networks (LLNs), which are a class of network in which both the routers and their interconnect are constrained: LLN routers typically operate with constraints, e.g., processing power, memory, and/or energy (battery), and their interconnects are characterized by, illustratively, high loss rates, low data rates, and/or instability.
- constraints e.g., processing power, memory, and/or energy (battery)
- LLNs are comprised of anything from a few dozen to thousands or even millions of LLN routers, and support point-to-point traffic (between devices inside the LLN), point-to-multipoint traffic (from a central control point such at the root node to a subset of devices inside the LLN), and multipoint-to-point traffic (from devices inside the LLN towards a central control point).
- an IoT network is implemented with an LLN-like architecture.
- local network 160 may be an LLN in which CE- 2 operates as a root node for devices/nodes 10 - 16 in the local mesh, in some embodiments.
- LLNs face a number of communication challenges.
- LLNs communicate over a physical medium that is strongly affected by environmental conditions that change over time.
- Some examples include temporal changes in interference (e.g., other wireless networks or electrical appliances), physical obstructions (e.g., doors opening/closing, seasonal changes such as the foliage density of trees, etc.), and propagation characteristics of the physical media (e.g., temperature or humidity changes, etc.).
- the time scales of such temporal changes can range between milliseconds (e.g., transmissions from other transceivers) to months (e.g., seasonal changes of an outdoor environment).
- LLN devices typically use low-cost and low-power designs that limit the capabilities of their transceivers.
- LLN transceivers typically provide low throughput. Furthermore, LLN transceivers typically support limited link margin, making the effects of interference and environmental changes visible to link and network protocols.
- the high number of nodes in LLNs in comparison to traditional networks also makes routing, quality of service (QoS), security, network management, and traffic engineering extremely challenging, to mention a few.
- QoS quality of service
- FIG. 2 is a schematic block diagram of an example node/device 200 (e.g., an apparatus) that may be used with one or more embodiments described herein, e.g., as any of the computing devices shown in FIGS. 1 A- 1 B , particularly the PE routers 120 , CE routers 110 , nodes/device 10 - 20 , servers 152 - 154 (e.g., a network controller located in a data center, etc.), any other computing device that supports the operations of network 100 (e.g., switches, etc.), or any of the other devices referenced below (e.g., a video conferencing/collaboration endpoint, a device that provides a management or booking service, etc.) .
- a video conferencing/collaboration endpoint e.g., a device that provides a management or booking service, etc.
- the device 200 may also be any other suitable type of device depending upon the type of network architecture in place, such as IoT nodes, etc.
- Device 200 comprises one or more network interfaces 210 , one or more audio interfaces 212 , one or more video interfaces 214 , one or more processors 220 , and a memory 240 interconnected by a system bus 250 , and is powered by a power supply 260 .
- the network interfaces 210 include the mechanical, electrical, and signaling circuitry for communicating data over physical links coupled to the network 100 .
- the network interfaces may be configured to transmit and/or receive data using a variety of different communication protocols.
- a physical network interface 210 may also be used to implement one or more virtual network interfaces, such as for virtual private network (VPN) access, known to those skilled in the art.
- VPN virtual private network
- the audio interface(s) 212 may include the mechanical, electrical, and signaling circuitry for transmitting and/or receiving audio signals to and from the physical area in which device 200 is located.
- audio interface(s) 212 may include one or more speakers and associated circuitry to generate and transmit soundwaves.
- audio interface(s) 212 may include one or more microphones and associated circuitry to capture and process soundwaves.
- the video interface(s) 214 may include the mechanical, electrical, and signaling circuitry for displaying and/or capturing video signals.
- video interface(s) 214 may include one or more display screens.
- at least one of the display screens is a touch screen, such as a resistive touchscreen, a capacitive touchscreen, an optical touchscreen, or other form of touchscreen display, to allow a user to interact with device 200 .
- video interface(s) 214 may include one or more cameras, allowing device 200 to capture video of a user for transmission to a remote device via network interface(s) 210 . Such cameras may be mechanically controlled, in some instances, to allow for repositioning of the camera, automatically.
- the memory 240 comprises a plurality of storage locations that are addressable by the processor(s) 220 and the network interfaces 210 for storing software programs and data structures associated with the embodiments described herein.
- the processor 220 may comprise necessary elements or logic adapted to execute the software programs and manipulate the data structures 245 .
- An operating system 242 e.g., the Internetworking Operating System, or IOS®, of Cisco Systems, Inc., another operating system, etc.
- portions of which are typically resident in memory 240 and executed by the processor(s) functionally organizes the node by, inter alia, invoking network operations in support of software processors and/or services executing on the device.
- These software processors and/or services may comprise a video conferencing process 248 , as described herein, any of which may alternatively be located within individual network interfaces, the execution of which may cause device 200 to perform any or all of the functions described herein.
- processor and memory types including various computer-readable media, may be used to store and execute program instructions pertaining to the techniques described herein.
- description illustrates various processes, it is expressly contemplated that various processes may be embodied as modules configured to operate in accordance with the techniques herein (e.g., according to the functionality of a similar process). Further, while processes may be shown and/or described separately, those skilled in the art will appreciate that processes may be routines or modules within other processes.
- video conferencing process 248 may be configured to allow device 200 to participate in a video conference during which video data captured by video interface(s) 214 and, potentially, audio data captured by audio interface(s) 212 is exchanged with other participating devices of the video conference via network interface(s) 210 .
- video conferencing process 248 may provide audio data and/or video data captured by other participating devices to a user via audio interface(s) 212 and/or video interface(s) 214 , respectively.
- a video conferencing service e.g., Webex by Cisco Systems, Inc., etc.
- FIG. 3 illustrates an example meeting room 300 in which a collaboration endpoint 302 is located, according to various embodiments.
- collaboration endpoint 302 may capture video via its one or more cameras 308 , audio via one or more microphones, and provide the captured audio and video to any number of remote locations (e.g., other collaboration endpoints) via a network.
- video conferencing may be achieved via a video conferencing/management service located in a particular data center or the cloud, which serves to broker connectivity between collaboration endpoint 302 and the other endpoints for a given meeting.
- the service may mix audio captured from different endpoints, video captured from different endpoints, etc., into a finalized set of audio and video data for presentation to the participants of a video conference.
- collaboration endpoint 302 may also include a display 304 and/or speakers 306 , to present such data to any video conference participants located in meeting room 300 .
- control display 310 may also be installed in meeting room 300 that allows a user to provide control commands for collaboration endpoint 302 .
- control display 310 may be a touch screen display that allows a user to start a video conference, make configuration changes for the video conference or collaboration endpoint 302 (e.g., enabling or disabling a mute option, adjusting the volume, etc.
- any of the functionalities of collaboration endpoint 302 may be performed by other devices, as well.
- a personal device such as a laptop computer, desktop computer, mobile phone, tablet, or the like, may be configured to function as an endpoint for a video conference (e.g., through execution of a video conferencing client application), in a manner similar to that of collaboration endpoint 302 .
- FIG. 4 illustrates an example display of a video conference 400 , according to various embodiments.
- video for different participants 402 may be presented in conjunction with that of a presenter 404 .
- video data for each of participants 402 e.g., video captured by each of their respective cameras
- the host or presenter of the video conference may be displayed in a prominent location on screen, with their video appearing much larger than that of participants 402 .
- the video conferencing service may allow participants 402 and/or presenter 404 to apply a masking to their video feeds, to replace their physical backgrounds with different images (e.g., a participant working from home may instead appear to the other participants as being located on the beach).
- presenter 404 may opt to share their screen with the other participants 402 , in lieu of their camera feed.
- this is typically done in a binary manner whereby either presenter 404 or their electronic content is shown to the other participants 402 of the video conference at any given time.
- the techniques herein allow for the automatic merging of video streams into an overlapping video (e.g., to produce a visual effect of a presenter being shown in combination with their shared content, etc.).
- the relative location of one video may be signaled in it video stream for overlapping with a video of another video stream.
- Further aspects of the techniques herein introduce mechanisms whereby the sender of a video stream may also send segmentation mask data to a receiver, thereby allowing that receiver to perform background replacement.
- the segmentation mask data can be included either as data embedded into the video stream itself or sent via its own video stream.
- a device receives a first video stream of a video conference.
- the device receives a second video stream of the video conference.
- the second video stream includes an indicated location for video of the second video stream relative to video of the first video stream.
- the device merges the first video stream and the second video stream into an overlapped video having the video of the second video stream located at the indicated location relative to the video of the first video stream.
- the device provides the overlapped video for display.
- the techniques described herein may be performed by hardware, software, and/or firmware, such as in accordance with video conferencing process 248 , which may include computer executable instructions executed by the processor 220 (or independent processor of interfaces 210 ) to perform functions relating to the techniques described herein.
- FIG. 5 illustrates an example architecture 500 for merging video streams, according to various embodiments.
- architecture 500 may include any or all of the following components: a first client 502 a , a second client 502 b , a cloud 510 , and/or a receiver 512 , that operate in conjunction with one another to form a video conference system.
- client 502 a is operated by a presenter of a video conference
- client 502 b is operated by a participant of the video conference
- a receiver 512 is operated by another participant of the video conference or is in communication with an endpoint device operated by that participant.
- client 502 a may generate and send one or more video streams to cloud 510 for delivery to receiver 512 , such as a content stream 504 and/or a camera stream 506 .
- content stream 504 may include video captured by a desktop sharing function executed by client 502 a .
- content stream 504 may include a video of the entire screen of the user of client 502 a or a portion thereof, such as a designated area of their screen, a particular application shown on screen, or the like.
- camera stream 506 may include video captured by a camera of client 502 a , such as a video of the user of client 502 a .
- client 502 b may provide camera stream 508 that includes video captured by a camera of client 502 b.
- architecture 500 may vary at any given time. For instance, the user of client 502 a may stop sharing content via the video conference, the user of client 502 b may turn their camera off and only contribute audio to the video conference, etc.
- any of video streams 504 - 508 may include an indicated location for its video relative to video of another one of those video streams. For instance, consider the case in which the presenter of the video conference operating client 502 a wishes to simultaneously present desktop content as well as video of themselves (e.g., the videos present in steams 504 - 506 ), in an overlapping manner. For instance, FIG. 6 illustrates an example display 600 of a video conference with overlapping video.
- the video of both presenter 404 as well as the video of their shared content 602 may be merged in an overlapping manner, so as to provide a unified video to participants of the video conference.
- this may entail replacing the background of the video of presenter 404 with the video of their shared content 602 . This allows the presenter to appear to interact directly with the content, such as by pointing to the content or the like.
- receiver 512 may form overlapped video 514 from the videos of streams 504 - 506 and provide it to an electronic display, according to the location indicated in one of those streams relative to the other.
- camera stream 506 may include any of the following:
- a video stream may also include any or all of the following labels:
- the above indications may be conveyed in various ways, depending on the protocols used for video streams 504 - 506 .
- video streams 504 - 506 are H.264 video streams.
- the relative location information for the overlapping action may be conveyed in-band as part of a H.264 Supplemental Enhancement Information (SEI) payload.
- SEI Supplemental Enhancement Information
- the H.264 SEI header may be set by client 502 a using a namespace-based universally unique identifier (UUID), which can be generated using Python as follows:
- the payload information may thus be as follows:
- immersive_rect_id C Descriptor immersive_rect_id 5 u(8) original_sharing_encoded_video_width 5 u(16) original_sharing_encoded_video_height 5 u(16) immersive_rect_updata 5 u(1) if(immersive_rect_updata) ⁇ immersive_rect_left_offset 5 u(16) immersive_rect_right_offset 5 u(16) immersive_rect_top_offset 5 u(16) immersive_rect_bottom_offset ⁇ 5 u(16)
- original_sharing_encoded_video_width/Height this may be needed when there is transcoding in the route. This is especially true when camera-video and screen-video may be using transcoding differently. For example, transcoding may only io be applied for sharing, for receivers only capable to receive lower-resolution resolution. Now, say that original_sharing_encoded_video is 4K, and the transcoding is changing to 1080p sharing. In such a case, the STA embedded in the presenter camera video will be unchanged.
- any or all of the above information could also be included in an AV1 Open Bitstream Unit (OBU).
- OBU Open Bitstream Unit
- the relative location information could also be conveyed in other manners, depending on the specific protocol(s) used.
- the techniques herein also introduce mechanisms for the sender of a video stream to perform segmentation locally and send the resulting alpha blending information/segmentation mask information for the video, in conjunction with the video stream. This allows for the receiver, such as receiver 512 , to perform background replacement with respect to the video stream.
- client 502 b may perform segmentation on the captured video of camera stream 508 , to isolate the image of the user from that of their background.
- client 502 b may include this segmentation data in camera stream 508 , thereby allowing receiver 512 to perform the background replacement functions, in some embodiments.
- any or all of the following segmentation mask information may be included in a sent video stream.
- Such information may include any or all of the following:
- This information may likewise be conveyed via an embedded H.264 STA, AV1 OBU, or the like.
- H.264 STA AV1 OBU
- SEI SEI
- immersive_mask_resolution_skip_flag 0
- immersive_mask_width 5 u(16)
- immersive_mask_height 5 u(16)
- bounding_box_x 5 u(16) bounding_box_y 5 u(16) bounding_box_xsize 5 u(16) bounding_box_ysize ⁇ 5 u(16)
- the mask resolution is the same as the decoded main stream AND it MAY be overwritten by the resolution indicated in the mask payload section.
- mask resolution MUST be indicated by immersive_mask_width/immersive_mask_height, and cannot be overwritten by the resolution indicated in the mask payload section.
- the compressed mask will only fill into the bounding_box (if presented) and all the other area of the mask will be zero.
- this can efficiently “compress” the mask area out-side of the bounding-box, so that the compression efficiency of the whole mask may be higher it may make alpha-blending faster at receiver side, since it will be “crop-and-blend,” rather than alpha-blend the entire presenter frame (which may be scaled up to as large as the entire share frame).
- the receiver such as receiver 512 will have all of the mask data as part of the incoming video stream, to perform background replacement. This can be done, for instance, with either or both of camera stream 506 and camera stream 508 , to replace the backgrounds of their respective videos (e.g., to only depict the users and not their backgrounds.
- FIG. 7 illustrates an example architecture 700 for transmitting segmentation mask data, according to various embodiments.
- architecture 700 may include the various components of architecture 500 , such as a client 502 a that sends video streams to a receiver 512 via cloud 510 .
- client 502 a may send the video streams to a receiver 512 via cloud 510 .
- client 502 a wishes to replace their depicted background from their camera feed with a special background.
- client 502 a may send its camera stream 702 to receiver 512 , which includes the video captured by the camera of client 502 a .
- client 502 a may perform segmentation on that video, to form segmentation mask data.
- it may instead send the generated segmentation mask data to receiver 512 in a second video stream, segmentation mask stream 704 .
- receiver 512 may perform the background replacement task by using the mask data of segmentation mask stream 704 to replace the background of the video of camera stream 702 . In turn, receiver 512 may then provide the resulting video 706 for display that includes the camera stream video with its background having been replaced.
- this approach is in contrast to many traditional approaches whereby the sender (e.g., client 502 a ) is the one that performs the background replacement).
- FIG. 8 illustrates an example simplified procedure 800 (e.g., a method) for providing overlapped video for display, in accordance with one or more embodiments described herein.
- a non-generic, specifically configured device e.g., device 200
- a video conferencing system e.g., a supervisory device, a collaboration endpoint, etc.
- the procedure 800 may start at step 805 , and continues to step 810 , where, as described in greater detail above, the device may receive a first video stream of a video conference.
- the first video stream may include video captured by a camera of an endpoint, screen share video data captured by a desktop sharing function, or the like.
- the device may receive a second video stream of the video conference.
- the second video stream may include an indicated location for video of the second video stream relative to video of the first video stream.
- the second video stream may also include video captured by a camera of an endpoint, screen share data, or the like.
- the second video stream may also include a predefined location identifier for a relative location of the video of the first stream, a location offset value relative to the video of the first stream, a width and/or height value relative of the video of the first stream, or other identifier that specifies where the video of the second video stream should overlap that of the video of the first video stream.
- the indicated location may be included in an H.264 SEI payload, an AV1 OBU, or the like.
- the device may merge the first video stream and the second video stream into an overlapped video having video of the second video stream located at the indicated location relative to the video of the first video stream, as described in greater detail above. For instance, video of a presenter may be shown overlapped with the desktop content that they are sharing.
- the second video stream may also include mask data that segments a foreground of the video of the second video stream from a background of that video. This can be used, for instance, to overlap the foreground of the video on top of the video of the first video stream.
- the device may receive such mask data via a third video stream, instead of embedded and/or compressed within the second video stream.
- the device may provide the overlapped video for display. For instance, the device may send the overlapped video to a local display or send the overlapped video to one or more remote endpoints/displays. Procedure 800 then ends at step 830 .
- procedure 800 may be optional as described above, the steps shown in FIG. 8 are merely examples for illustration, and certain other steps may be included or excluded as desired. Further, while a particular order of the steps is shown, this ordering is merely illustrative, and any suitable arrangement of the steps may be utilized without departing from the scope of the embodiments herein.
- the techniques described herein therefore, introduce techniques that allow for the merging of video streams of a video conference by indicating where video of one video stream should be located relative to that of another.
- the techniques herein also support receiver-side background replacement whereby segmentation is performed by the sender of a video stream and mask data transmitted in conjunction with the original video, either within the same stream (e.g., in a compressed manner) or as its own stream.
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Abstract
Description
- This application claims priority to U.S. patent application Ser. No. 17/389,518, filed Jul. 30, 2021, entitled “TRANSPORT MECHANISMS FOR VIDEO STREAM MERGING WITH OVERLAPPING VIDEO”, by Jochen Christof Schirdewahn, et al., the contents of which are incorporated herein by reference herein.
- The present disclosure relates generally to computer networks, and, more particularly, to transport mechanisms for video stream merging with overlapping video.
- Collaboration equipment, such as video conferencing equipment found in meeting rooms, kiosks, and the like are becoming increasing ubiquitous in many settings. For instance, meeting rooms in different geographic locations may be equipped with collaboration equipment that enable meeting attendees to video conference with one another. Other participants may be able to join the video conference by executing a corresponding application on their personal devices, such as computers, mobile phones, or the like. Accordingly, a video conferencing service may aggregate multiple video streams, to allow the different participants to see one another.
- Typically, users have limited control over their video streams during a video conference, which can create additional overhead for the system. For instance, the video conferencing service may allow users to apply a masking to their video feeds, to replace their physical backgrounds with different images (e.g., a participant working from home may instead appear to the other participants as being located on the beach). In other cases, if a user is the presenter of the videoconference, they may opt to share their screen with the other participants, in lieu of their camera feed. However, this is typically done in a binary manner whereby either the user or their electronic content is shown to the other participants of the video conference at any given time.
-
FIGS. 1A-1B illustrate an example communication network; -
FIG. 2 illustrates an example network device/node; -
FIG. 3 illustrates various example components of a video conferencing system; -
FIG. 4 illustrates an example display of a video conference; -
FIG. 5 illustrates an example architecture for merging video streams; -
FIG. 6 illustrates an example display of a video conference with overlapping video; -
FIG. 7 illustrates an example architecture for transmitting segmentation mask data; and -
FIG. 8 illustrates an example simplified procedure for providing overlapping video for display. - Aspects of the invention are set out in the independent claims and preferred features are set out in the dependent claims. Features of one aspect may be applied to each aspect alone or in combination with other aspects.
- According to one or more embodiments of the disclosure, a device receives a first video stream of a video conference. The device receives a second video stream of the video conference. The second video stream includes an indicated location for video of the second video stream relative to video of the first video stream. The device merges the first video stream and the second video stream into an overlapped video having the video of the second video stream located at the indicated location relative to the video of the first video stream. The device provides the overlapped video for display.
- A computer network is a geographically distributed collection of nodes interconnected by communication links and segments for transporting data between end nodes, such as personal computers and workstations, or other devices, such as sensors, etc. Many types of networks are available, with the types ranging from local area networks (LANs) to wide area networks (WANs). LANs typically connect the nodes over dedicated private communications links located in the same general physical location, such as a building or campus. WANs, on the other hand, typically connect geographically dispersed nodes over long-distance communications links, such as common carrier telephone lines, optical lightpaths, synchronous optical networks (SONET), or synchronous digital hierarchy (SDH) links, or Powerline Communications (PLC) such as IEEE 61334, IEEE P1901.2, and others. The Internet is an example of a WAN that connects disparate networks throughout the world, providing global communication between nodes on various networks. The nodes typically communicate over the network by exchanging discrete frames or packets of data according to predefined protocols, such as the Transmission Control Protocol/Internet Protocol (TCP/IP). In this context, a protocol consists of a set of rules defining how the nodes interact with each other. Computer networks may be further interconnected by an intermediate network node, such as a router, to extend the effective “size” of each network.
- Smart object networks, such as sensor networks, in particular, are a specific type of network having spatially distributed autonomous devices such as sensors, actuators, etc., that cooperatively monitor physical or environmental conditions at different locations, such as, e.g., energy/power consumption, resource consumption (e.g., water/gas/etc. for advanced metering infrastructure or “AMI” applications) temperature, pressure, vibration, sound, radiation, motion, pollutants, etc. Other types of smart objects include actuators, e.g., responsible for turning on/off an engine or perform any other actions. Sensor networks, a type of smart object network, are typically shared-media networks, such as wireless or PLC networks. That is, in addition to one or more sensors, each sensor device (node) in a sensor network may generally be equipped with a radio transceiver or other communication port such as PLC, a microcontroller, and an energy source, such as a battery. Often, smart object networks are considered field area networks (FANs), neighborhood area networks (NANs), personal area networks (PANs), etc. Generally, size and cost constraints on smart object nodes (e.g., sensors) result in corresponding constraints on resources such as energy, memory, computational speed and bandwidth.
-
FIG. 1A is a schematic block diagram of anexample computer network 100 illustratively comprising nodes/devices, such as a plurality of routers/devices interconnected by links or networks, as shown. For example, customer edge (CE)routers 110 may be interconnected with provider edge (PE) routers 120 (e.g., PE-1, PE-2, and PE-3) in order to communicate across a core network, such as anillustrative network backbone 130. For example, 110, 120 may be interconnected by the public Internet, a multiprotocol label switching (MPLS) virtual private network (VPN), or the like. Data packets 140 (e.g., traffic/messages) may be exchanged among the nodes/devices of therouters computer network 100 over links using predefined network communication protocols such as the Transmission Control Protocol/Internet Protocol (TCP/IP), User Datagram Protocol (UDP), Asynchronous Transfer Mode (ATM) protocol, Frame Relay protocol, or any other suitable protocol. Those skilled in the art will understand that any number of nodes, devices, links, etc. may be used in the computer network, and that the view shown herein is for simplicity. - In some implementations, a router or a set of routers may be connected to a private network (e.g., dedicated leased lines, an optical network, etc.) or a virtual private network (VPN), such as an MPLS VPN thanks to a carrier network, via one or more links exhibiting very different network and service level agreement characteristics. For the sake of illustration, a given customer site may fall under any of the following categories:
-
- 1.) Site Type A: a site connected to the network (e.g., via a private or VPN link) using a single CE router and a single link, with potentially a backup link (e.g., a 3G/4G/5G/LTE backup connection). For example, a
particular CE router 110 shown innetwork 100 may support a given customer site, potentially also with a backup link, such as a wireless connection. - 2.) Site Type B: a site connected to the network using two MPLS VPN links (e.g., from different Service Providers), with potentially a backup link (e.g., a 3G/4G/5G/LTE connection). A site of type B may itself be of different types:
- 2a.) Site Type B1: a site connected to the network using two MPLS VPN links (e.g., from different Service Providers), with potentially a backup link (e.g., a 3G/4G/5G/LTE connection).
- 2b.) Site Type B2: a site connected to the network using one MPLS VPN link and one link connected to the public Internet, with potentially a backup link (e.g., a 3G/4G/5G/LTE connection). For example, a particular customer site may be connected to network 100 via PE-3 and via a separate Internet connection, potentially also with a wireless backup link.
- 2c.) Site Type B3: a site connected to the network using two links connected to the public Internet, with potentially a backup link (e.g., a 3G/4G/5G/LTE connection).
- 1.) Site Type A: a site connected to the network (e.g., via a private or VPN link) using a single CE router and a single link, with potentially a backup link (e.g., a 3G/4G/5G/LTE backup connection). For example, a
- Notably, MPLS VPN links are usually tied to a committed service level agreement, whereas Internet links may either have no service level agreement at all or a loose service level agreement (e.g., a “Gold Package” Internet service connection that guarantees a certain level of performance to a customer site).
-
- 3.) Site Type C: a site of type B (e.g., types B1, B2 or B3) but with more than one CE router (e.g., a first CE router connected to one link while a second CE router is connected to the other link), and potentially a backup link (e.g., a wireless 3G/4G/5G/LTE backup link). For example, a particular customer site may include a
first CE router 110 connected to PE-2 and asecond CE router 110 connected to PE-3.
- 3.) Site Type C: a site of type B (e.g., types B1, B2 or B3) but with more than one CE router (e.g., a first CE router connected to one link while a second CE router is connected to the other link), and potentially a backup link (e.g., a wireless 3G/4G/5G/LTE backup link). For example, a particular customer site may include a
-
FIG. 1B illustrates an example ofnetwork 100 in greater detail, according to various embodiments. As shown,network backbone 130 may provide connectivity between devices located in different geographical areas and/or different types of local networks. For example,network 100 may comprise local/ 160, 162 that include devices/nodes 10-16 and devices/nodes 18-20, respectively, as well as a data center/branch networks cloud environment 150 that includes servers 152-154. Notably, local networks 160-162 and data center/cloud environment 150 may be located in different geographic locations. - Servers 152-154 may include, in various embodiments, a network management server (NMS), a dynamic host configuration protocol (DHCP) server, a constrained application protocol (CoAP) server, an outage management system (OMS), an application policy infrastructure controller (APIC), an application server, a server that provides a video conferencing/collaboration service (e.g., a management service), a server that provides a meeting scheduling service, etc. As would be appreciated,
network 100 may include any number of local networks, data centers, cloud environments, devices/nodes, servers, etc. - In some embodiments, the techniques herein may be applied to other network topologies and configurations. For example, the techniques herein may be applied to peering points with high-speed links, data centers, etc.
- In various embodiments,
network 100 may include one or more mesh networks, such as an Internet of Things network. Loosely, the term “Internet of Things” or “IoT” refers to uniquely identifiable objects (things) and their virtual representations in a network-based architecture. In particular, the next frontier in the evolution of the Internet is the ability to connect more than just computers and communications devices, but rather the ability to connect “objects” in general, such as lights, appliances, vehicles, heating, ventilating, and air-conditioning (HVAC), windows and window shades and blinds, doors, locks, etc. The “Internet of Things” thus generally refers to the interconnection of objects (e.g., smart objects), such as sensors and actuators, over a computer network (e.g., via IP), which may be the public Internet or a private network. - Notably, shared-media mesh networks, such as wireless or PLC networks, etc., are often on what is referred to as Low-Power and Lossy Networks (LLNs), which are a class of network in which both the routers and their interconnect are constrained: LLN routers typically operate with constraints, e.g., processing power, memory, and/or energy (battery), and their interconnects are characterized by, illustratively, high loss rates, low data rates, and/or instability. LLNs are comprised of anything from a few dozen to thousands or even millions of LLN routers, and support point-to-point traffic (between devices inside the LLN), point-to-multipoint traffic (from a central control point such at the root node to a subset of devices inside the LLN), and multipoint-to-point traffic (from devices inside the LLN towards a central control point). Often, an IoT network is implemented with an LLN-like architecture. For example, as shown,
local network 160 may be an LLN in which CE-2 operates as a root node for devices/nodes 10-16 in the local mesh, in some embodiments. - In contrast to traditional networks, LLNs face a number of communication challenges. First, LLNs communicate over a physical medium that is strongly affected by environmental conditions that change over time. Some examples include temporal changes in interference (e.g., other wireless networks or electrical appliances), physical obstructions (e.g., doors opening/closing, seasonal changes such as the foliage density of trees, etc.), and propagation characteristics of the physical media (e.g., temperature or humidity changes, etc.). The time scales of such temporal changes can range between milliseconds (e.g., transmissions from other transceivers) to months (e.g., seasonal changes of an outdoor environment). In addition, LLN devices typically use low-cost and low-power designs that limit the capabilities of their transceivers. In particular, LLN transceivers typically provide low throughput. Furthermore, LLN transceivers typically support limited link margin, making the effects of interference and environmental changes visible to link and network protocols. The high number of nodes in LLNs in comparison to traditional networks also makes routing, quality of service (QoS), security, network management, and traffic engineering extremely challenging, to mention a few.
-
FIG. 2 is a schematic block diagram of an example node/device 200 (e.g., an apparatus) that may be used with one or more embodiments described herein, e.g., as any of the computing devices shown inFIGS. 1A-1B , particularly thePE routers 120,CE routers 110, nodes/device 10-20, servers 152-154 (e.g., a network controller located in a data center, etc.), any other computing device that supports the operations of network 100 (e.g., switches, etc.), or any of the other devices referenced below (e.g., a video conferencing/collaboration endpoint, a device that provides a management or booking service, etc.) . Thedevice 200 may also be any other suitable type of device depending upon the type of network architecture in place, such as IoT nodes, etc.Device 200 comprises one ormore network interfaces 210, one or moreaudio interfaces 212, one ormore video interfaces 214, one ormore processors 220, and amemory 240 interconnected by a system bus 250, and is powered by apower supply 260. - The network interfaces 210 include the mechanical, electrical, and signaling circuitry for communicating data over physical links coupled to the
network 100. The network interfaces may be configured to transmit and/or receive data using a variety of different communication protocols. Notably, aphysical network interface 210 may also be used to implement one or more virtual network interfaces, such as for virtual private network (VPN) access, known to those skilled in the art. - The audio interface(s) 212 may include the mechanical, electrical, and signaling circuitry for transmitting and/or receiving audio signals to and from the physical area in which
device 200 is located. For instance, audio interface(s) 212 may include one or more speakers and associated circuitry to generate and transmit soundwaves. Similarly, audio interface(s) 212 may include one or more microphones and associated circuitry to capture and process soundwaves. - The video interface(s) 214 may include the mechanical, electrical, and signaling circuitry for displaying and/or capturing video signals. For instance, video interface(s) 214 may include one or more display screens. Preferably, at least one of the display screens is a touch screen, such as a resistive touchscreen, a capacitive touchscreen, an optical touchscreen, or other form of touchscreen display, to allow a user to interact with
device 200. In addition, video interface(s) 214 may include one or more cameras, allowingdevice 200 to capture video of a user for transmission to a remote device via network interface(s) 210. Such cameras may be mechanically controlled, in some instances, to allow for repositioning of the camera, automatically. - The
memory 240 comprises a plurality of storage locations that are addressable by the processor(s) 220 and the network interfaces 210 for storing software programs and data structures associated with the embodiments described herein. Theprocessor 220 may comprise necessary elements or logic adapted to execute the software programs and manipulate thedata structures 245. An operating system 242 (e.g., the Internetworking Operating System, or IOS®, of Cisco Systems, Inc., another operating system, etc.), portions of which are typically resident inmemory 240 and executed by the processor(s), functionally organizes the node by, inter alia, invoking network operations in support of software processors and/or services executing on the device. These software processors and/or services may comprise avideo conferencing process 248, as described herein, any of which may alternatively be located within individual network interfaces, the execution of which may causedevice 200 to perform any or all of the functions described herein. - It will be apparent to those skilled in the art that other processor and memory types, including various computer-readable media, may be used to store and execute program instructions pertaining to the techniques described herein. Also, while the description illustrates various processes, it is expressly contemplated that various processes may be embodied as modules configured to operate in accordance with the techniques herein (e.g., according to the functionality of a similar process). Further, while processes may be shown and/or described separately, those skilled in the art will appreciate that processes may be routines or modules within other processes.
- During execution,
video conferencing process 248 may be configured to allowdevice 200 to participate in a video conference during which video data captured by video interface(s) 214 and, potentially, audio data captured by audio interface(s) 212 is exchanged with other participating devices of the video conference via network interface(s) 210. In addition,video conferencing process 248 may provide audio data and/or video data captured by other participating devices to a user via audio interface(s) 212 and/or video interface(s) 214, respectively. As would be appreciated, such an exchange of audio and/or video data may be facilitated by a video conferencing service (e.g., Webex by Cisco Systems, Inc., etc.) that may be hosted in a data center, the cloud, or the like. -
FIG. 3 illustrates anexample meeting room 300 in which acollaboration endpoint 302 is located, according to various embodiments. During operation,collaboration endpoint 302 may capture video via its one ormore cameras 308, audio via one or more microphones, and provide the captured audio and video to any number of remote locations (e.g., other collaboration endpoints) via a network. Such video conferencing may be achieved via a video conferencing/management service located in a particular data center or the cloud, which serves to broker connectivity betweencollaboration endpoint 302 and the other endpoints for a given meeting. For instance, the service may mix audio captured from different endpoints, video captured from different endpoints, etc., into a finalized set of audio and video data for presentation to the participants of a video conference. Accordingly,collaboration endpoint 302 may also include adisplay 304 and/orspeakers 306, to present such data to any video conference participants located inmeeting room 300. - Also as shown, a
control display 310 may also be installed inmeeting room 300 that allows a user to provide control commands forcollaboration endpoint 302. For instance,control display 310 may be a touch screen display that allows a user to start a video conference, make configuration changes for the video conference or collaboration endpoint 302 (e.g., enabling or disabling a mute option, adjusting the volume, etc. - In some cases, any of the functionalities of
collaboration endpoint 302, such as capturing audio and video for a video conference, communicating with a video conferencing service, presenting video conference data to a video conference participant, etc., may be performed by other devices, as well. For instance, a personal device such as a laptop computer, desktop computer, mobile phone, tablet, or the like, may be configured to function as an endpoint for a video conference (e.g., through execution of a video conferencing client application), in a manner similar to that ofcollaboration endpoint 302. -
FIG. 4 illustrates an example display of avideo conference 400, according to various embodiments. As shown, video fordifferent participants 402 may be presented in conjunction with that of apresenter 404. For instance, video data for each of participants 402 (e.g., video captured by each of their respective cameras) may be presented along the bottom of the displayed conference, along a side of the displayed conference, or the like. Typically, the host or presenter of the video conference may be displayed in a prominent location on screen, with their video appearing much larger than that ofparticipants 402. - As noted above, users of a video conference typically have limited control over their video streams during a video conference, which can create additional overhead for the system. For instance, the video conferencing service may allow
participants 402 and/orpresenter 404 to apply a masking to their video feeds, to replace their physical backgrounds with different images (e.g., a participant working from home may instead appear to the other participants as being located on the beach). In other cases,presenter 404 may opt to share their screen with theother participants 402, in lieu of their camera feed. However, this is typically done in a binary manner whereby eitherpresenter 404 or their electronic content is shown to theother participants 402 of the video conference at any given time. - The techniques herein allow for the automatic merging of video streams into an overlapping video (e.g., to produce a visual effect of a presenter being shown in combination with their shared content, etc.). In some aspects, the relative location of one video may be signaled in it video stream for overlapping with a video of another video stream. Further aspects of the techniques herein introduce mechanisms whereby the sender of a video stream may also send segmentation mask data to a receiver, thereby allowing that receiver to perform background replacement. The segmentation mask data can be included either as data embedded into the video stream itself or sent via its own video stream.
- Specifically, according to one or more embodiments of the disclosure as described in detail below, a device receives a first video stream of a video conference. The device receives a second video stream of the video conference. The second video stream includes an indicated location for video of the second video stream relative to video of the first video stream. The device merges the first video stream and the second video stream into an overlapped video having the video of the second video stream located at the indicated location relative to the video of the first video stream. The device provides the overlapped video for display.
- Illustratively, the techniques described herein may be performed by hardware, software, and/or firmware, such as in accordance with
video conferencing process 248, which may include computer executable instructions executed by the processor 220 (or independent processor of interfaces 210) to perform functions relating to the techniques described herein. - Operationally,
FIG. 5 illustrates anexample architecture 500 for merging video streams, according to various embodiments. As shown,architecture 500 may include any or all of the following components: afirst client 502 a, asecond client 502 b, acloud 510, and/or areceiver 512, that operate in conjunction with one another to form a video conference system. - For purposes of illustration, assume that
client 502 a is operated by a presenter of a video conference, thatclient 502 b is operated by a participant of the video conference, and that areceiver 512 is operated by another participant of the video conference or is in communication with an endpoint device operated by that participant. Accordingly,client 502 a may generate and send one or more video streams to cloud 510 for delivery toreceiver 512, such as acontent stream 504 and/or acamera stream 506. - In general,
content stream 504 may include video captured by a desktop sharing function executed byclient 502 a. For instance,content stream 504 may include a video of the entire screen of the user ofclient 502 a or a portion thereof, such as a designated area of their screen, a particular application shown on screen, or the like. Similarly,camera stream 506 may include video captured by a camera ofclient 502 a, such as a video of the user ofclient 502 a. Similarly,client 502 b may providecamera stream 508 that includes video captured by a camera ofclient 502 b. - As would be appreciated, the specific operations of
architecture 500 may vary at any given time. For instance, the user ofclient 502 a may stop sharing content via the video conference, the user ofclient 502 b may turn their camera off and only contribute audio to the video conference, etc. - According to various embodiments, any of video streams 504-508 may include an indicated location for its video relative to video of another one of those video streams. For instance, consider the case in which the presenter of the video
conference operating client 502 a wishes to simultaneously present desktop content as well as video of themselves (e.g., the videos present in steams 504-506), in an overlapping manner. For instance,FIG. 6 illustrates anexample display 600 of a video conference with overlapping video. - As shown in
FIG. 6 , the video of bothpresenter 404 as well as the video of their sharedcontent 602 may be merged in an overlapping manner, so as to provide a unified video to participants of the video conference. In some instance, for example, this may entail replacing the background of the video ofpresenter 404 with the video of their sharedcontent 602. This allows the presenter to appear to interact directly with the content, such as by pointing to the content or the like. - Referring again to
FIG. 5 ,receiver 512 may form overlappedvideo 514 from the videos of streams 504-506 and provide it to an electronic display, according to the location indicated in one of those streams relative to the other. For instance, in various embodiments,camera stream 506 may include any of the following: -
- A predefined identifier that indicates where the video of
camera stream 506 should be placed relative to the video ofcontent stream 504. - A width and/or height value that indicates where the video of
camera stream 506 should be placed relative to the video ofcontent stream 504. - An offset value that indicates where the video of
camera stream 506 should be placed relative to the video ofcontent stream 504.
- A predefined identifier that indicates where the video of
- Note that the techniques herein may also support indication of a location that extends outside a boundary of X, since there are some compositions that may benefit from this. Further, in some embodiments, a video stream may also include any or all of the following labels:
-
- a layering preference label—for instance, such a label may aid
receiver 512 in layering different foreground objects that overlap onto a common background. - a label to indicate foreground and base streams
- a layering preference label—for instance, such a label may aid
- The above indications may be conveyed in various ways, depending on the protocols used for video streams 504-506. For instance, assume that video streams 504-506 are H.264 video streams. In such a case, in various embodiments, the relative location information for the overlapping action may be conveyed in-band as part of a H.264 Supplemental Enhancement Information (SEI) payload. More specifically, the H.264 SEI header may be set by
client 502 a using a namespace-based universally unique identifier (UUID), which can be generated using Python as follows: -
- import uuid
- uuid.uuid3(uuid.NAMESPACE_DNS, “SEI_RECT”)
- This results in:
-
- const unit8_tg_kuiUuidRect[SEI_UDU_UUID_LEN]={0xe3, 0xb8, 0xcc, 0x71, 0xa3, 0xaa, 0x31, 0x14, 0x9f, 0xe7, 0x64, 0x17, 0xa7, 0xc4, 0x7d, 0xcb};
- Below illustrates an example such UUID:
-
- static constexpr u8 camera_metadata_uuid[SEI_UUID_LEN]={0x69, 0x7b, 0x16, 0x07, 0x2e, 0x41, 0x45, 0xcc, 0x98, 0x90, 0xfb, 0xbf, 0x1c, 0xad, 0xa7, 0xf6};
- In terms of the SEI payload, the following syntax may be used:
-
- version: 8 bit protocol version 0x01-0xff—a message received with version!=current version bill be ignored.
- MsgType: 8 bit message type, 0x11=RectInfoOnly, 0x12=MaskInfoOnly 0x13=RectAndMaskInfo, 0x10=StopImmersive
- Length: Length in bytes (0x0000-0xffff) of the message specific payload (excluding the header)
- if (MsgType!=StopImmersive), Length must NOT be 0.
- if (MsgType==StopImmersive), Length must be 0.
- The payload information may thus be as follows:
-
TABLE 1 immersive_rect( payloadSize ) C Descriptor immersive_rect_id 5 u(8) original_sharing_encoded_video_width 5 u(16) original_sharing_encoded_video_height 5 u(16) immersive_rect_updata 5 u(1) if(immersive_rect_updata){ immersive_rect_left_offset 5 u(16) immersive_rect_right_offset 5 u(16) immersive_rect_top_offset 5 u(16) immersive_rect_bottom_offset} 5 u(16) - original_sharing_encoded_video_width/Height: this may be needed when there is transcoding in the route. This is especially true when camera-video and screen-video may be using transcoding differently. For example, transcoding may only io be applied for sharing, for receivers only capable to receive lower-resolution resolution. Now, say that original_sharing_encoded_video is 4K, and the transcoding is changing to 1080p sharing. In such a case, the STA embedded in the presenter camera video will be unchanged.
- offset: on the coordinates of the sharing_encoded_video
- In further embodiments, any or all of the above information could also be included in an AV1 Open Bitstream Unit (OBU). As would be appreciated, the relative location information could also be conveyed in other manners, depending on the specific protocol(s) used.
- According to further embodiments, the techniques herein also introduce mechanisms for the sender of a video stream to perform segmentation locally and send the resulting alpha blending information/segmentation mask information for the video, in conjunction with the video stream. This allows for the receiver, such as
receiver 512, to perform background replacement with respect to the video stream. - For instance, in
FIG. 5 , assume that the user ofclient 502 b wishes to replace their background during the video conference to appear located on the beach, instead of their home office. In such a case, in some embodiments,client 502 b may perform segmentation on the captured video ofcamera stream 508, to isolate the image of the user from that of their background. In turn,client 502 b may include this segmentation data incamera stream 508, thereby allowingreceiver 512 to perform the background replacement functions, in some embodiments. - For instance, any or all of the following segmentation mask information may be included in a sent video stream. Such information may include any or all of the following:
-
- mask width and height indicators, e.g., flag to indicate whether the mask is using the same width and height as current stream, and/or absolute width and height info
- mask bitdepth info, e.g., mask can be binary (0/1 only or monotone with some given bitdepth)
- mask compression type
- bounding box info presented or not flag, and bounding box info, which indicates that the mask only has non-zero values within a certain rectangular region of mask resolution. So the mask, compressed from the mask payload data, will only fill into the bounding box (if presented) and all the other area of the mask will be zero.
- mask payload data, compressed or uncompressed.
- This information may likewise be conveyed via an embedded H.264 STA, AV1 OBU, or the like. For instance, in the H.264 case, the following may be included in an SEI:
-
TABLE 2 immersive_mask( payloadSize ) C Descriptor immersive_mask_resolution_skip_flag 5 b(1) immersive_mask_bounding_box_flag 5 b(1) immersive_mask_compression_type 5 u(6) if ( immersive_mask_resolution_skip_flag == 0 ){ immersive_mask_width 5 u(16) immersive_mask_height} 5 u(16) if ( immersive_mask_bounding_box_flag == 1){ bounding_box_x 5 u(16) bounding_box_y 5 u(16) bounding_box_xsize 5 u(16) bounding_box_ysize} 5 u(16) if ( immersive_mask_compression_type != BI_LEVEL_TYPES ){ immersive_mask_bitdepth} 5 u(8) for( i = 1; i < payloadSize; i++ ){ immersive_mask_compression_payload_byte} 5 b(8) -
- immersive_mask_resolution_skip_flag:
- When immersive_mask_resolution_skip_flag==1, the mask resolution is the same as the decoded main stream AND it MAY be overwritten by the resolution indicated in the mask payload section. When immersive_mask_resolution_skip_flag==0, mask resolution MUST be indicated by immersive_mask_width/immersive_mask_height, and cannot be overwritten by the resolution indicated in the mask payload section.
- immersive_mask_bounding_box:
- This may be relative to the mask itself and essentially just says that the mask only has non-zero values within a certain rectangular region of the presenter video frame. So, the compressed mask will only fill into the bounding_box (if presented) and all the other area of the mask will be zero. As would be appreciated, this can efficiently “compress” the mask area out-side of the bounding-box, so that the compression efficiency of the whole mask may be higher it may make alpha-blending faster at receiver side, since it will be “crop-and-blend,” rather than alpha-blend the entire presenter frame (which may be scaled up to as large as the entire share frame).
-
- BI_LEVEL_TYPES: when immersive_mask__compression_type is one of
- BI_LEVEL_TYPES, it means the mask will only have 0,1 value.
- BI_LEVEL_TYPES includes these: {jbig2, jbig2_generic_region_big_endian}.
- immersive_mask_compression_type can be one of the following:
- jbig2
- jbig2_generic_region_concise_compression: when immersive_mask_compression_type==jbig2_generic_region_concise_compression, the mask will be compressed using the partial syntax of jbig2_generic_region.
- In various embodiments, there may be two compression syntaxes used to control the compression for the mask data: jbig2_generic_region_concise_compression and jbig2_generic_region_concise_compression_payload. Here,
-
- when compression_type==jbig2_generic_region_concise_compression, the syntax includes the two sections: {jbig2_generic_region_concise_header jbig2_generic_region_compressed_payload}
- when compression type==jbig2_generic_region_concise_compression_payload, thesyntax only includes the jbig2_generic_region_compressed_payload section.
- The syntax for jbig2_generic_region_concise_header is as follows:
-
- struct jbig2_generic_region_concise_header {#ifndef_BIG_ENDIAN
- u8 mmr: 1;
- u8 gbtemplate: 2;
- u8 tpgdon: 1;
- u8 reserved: 4;
- #else
- u8 reserved: 4;
- u8 tpgdon: 1;
- u8 gbtemplate: 2;
- struct jbig2_generic_region_concise_header {#ifndef_BIG_ENDIAN
- u8 mmr: 1;
-
- #endif//generic region segment here. You may not need to write all 8 bytes here. //If the template is 1 . . . 3 only the first two are needed.
- signed char a1x, a1y, a2x, a2y, a3x, a3y, a4x, a4y;} PACKED;
- The decoder and encoder behaviors are, therefore, as follows:
-
- when decoding jbig2_generic_region_concise_compression_payload type, the receiver SHOULD use info the last-received
- jbig2_generic_region_concise_header. If no last-received
- jbig2_generic_region_concise_header is available, all elements in
- jbig2_generic_region_concise_header SHOULD be considered as default value 0.
- encoder MAY only encode jbig2_generic_region_concise_compression message at sequence starts, and use
- jbig2_generic_region_concise_compression_payload message for later messages.
- Consequently, the receiver, such as
receiver 512 will have all of the mask data as part of the incoming video stream, to perform background replacement. This can be done, for instance, with either or both ofcamera stream 506 andcamera stream 508, to replace the backgrounds of their respective videos (e.g., to only depict the users and not their backgrounds. - In an alternate embodiment,
FIG. 7 illustrates anexample architecture 700 for transmitting segmentation mask data, according to various embodiments. As shown,architecture 700 may include the various components ofarchitecture 500, such as aclient 502 a that sends video streams to areceiver 512 viacloud 510. Here, again assume that the user ofclient 502 a wishes to replace their depicted background from their camera feed with a special background. - According to various embodiments,
client 502 a may send itscamera stream 702 toreceiver 512, which includes the video captured by the camera ofclient 502 a. In addition,client 502 a may perform segmentation on that video, to form segmentation mask data. In turn, rather than including the mask data directly as part of itscamera stream 702, it may instead send the generated segmentation mask data toreceiver 512 in a second video stream,segmentation mask stream 704. - On receipt of
camera stream 702 andsegmentation mask stream 704,receiver 512 may perform the background replacement task by using the mask data ofsegmentation mask stream 704 to replace the background of the video ofcamera stream 702. In turn,receiver 512 may then provide the resultingvideo 706 for display that includes the camera stream video with its background having been replaced. As would be appreciated, this approach is in contrast to many traditional approaches whereby the sender (e.g.,client 502 a) is the one that performs the background replacement). -
FIG. 8 illustrates an example simplified procedure 800 (e.g., a method) for providing overlapped video for display, in accordance with one or more embodiments described herein. For example, a non-generic, specifically configured device (e.g., device 200) of a video conferencing system (e.g., a supervisory device, a collaboration endpoint, etc.) may performprocedure 800 by executing stored instructions (e.g., video conferencing process 248). Theprocedure 800 may start atstep 805, and continues to step 810, where, as described in greater detail above, the device may receive a first video stream of a video conference. For instance, the first video stream may include video captured by a camera of an endpoint, screen share video data captured by a desktop sharing function, or the like. - At
step 815, as detailed above, the device may receive a second video stream of the video conference. In various embodiments, the second video stream may include an indicated location for video of the second video stream relative to video of the first video stream. For instance, the second video stream may also include video captured by a camera of an endpoint, screen share data, or the like. In various embodiments, the second video stream may also include a predefined location identifier for a relative location of the video of the first stream, a location offset value relative to the video of the first stream, a width and/or height value relative of the video of the first stream, or other identifier that specifies where the video of the second video stream should overlap that of the video of the first video stream. In various embodiments, the indicated location may be included in an H.264 SEI payload, an AV1 OBU, or the like. - At
step 820, the device may merge the first video stream and the second video stream into an overlapped video having video of the second video stream located at the indicated location relative to the video of the first video stream, as described in greater detail above. For instance, video of a presenter may be shown overlapped with the desktop content that they are sharing. In some embodiments, the second video stream may also include mask data that segments a foreground of the video of the second video stream from a background of that video. This can be used, for instance, to overlap the foreground of the video on top of the video of the first video stream. In other embodiments, the device may receive such mask data via a third video stream, instead of embedded and/or compressed within the second video stream. - At
step 825, as detailed above, the device may provide the overlapped video for display. For instance, the device may send the overlapped video to a local display or send the overlapped video to one or more remote endpoints/displays.Procedure 800 then ends atstep 830. - It should be noted that while certain steps within
procedure 800 may be optional as described above, the steps shown inFIG. 8 are merely examples for illustration, and certain other steps may be included or excluded as desired. Further, while a particular order of the steps is shown, this ordering is merely illustrative, and any suitable arrangement of the steps may be utilized without departing from the scope of the embodiments herein. - The techniques described herein, therefore, introduce techniques that allow for the merging of video streams of a video conference by indicating where video of one video stream should be located relative to that of another. In further aspects, the techniques herein also support receiver-side background replacement whereby segmentation is performed by the sender of a video stream and mask data transmitted in conjunction with the original video, either within the same stream (e.g., in a compressed manner) or as its own stream.
- While there have been shown and described illustrative embodiments that provide for merging video streams in an overlapping manner, it is to be understood that various other adaptations and modifications may be made within the spirit and scope of the embodiments herein. For instance, while the techniques herein are described primarily with respect to an enclosed meeting room, such as a conference room, the techniques herein are equally applicable to other locations, as well, such as auditoriums, outdoor locations, and the like. In addition, while certain protocols are shown, other suitable protocols may be used, accordingly.
- The foregoing description has been directed to specific embodiments. It will be apparent, however, that other variations and modifications may be made to the described embodiments, with the attainment of some or all of their advantages. For instance, it is expressly contemplated that the components and/or elements described herein can be implemented as software being stored on a tangible (non-transitory) computer-readable medium (e.g., disks/CDs/RAM/EEPROM/etc.) having program instructions executing on a computer, hardware, firmware, or a combination thereof. Accordingly, this description is to be taken only by way of example and not to otherwise limit the scope of the embodiments herein. Therefore, it is the object of the appended claims to cover all such variations and modifications as come within the true spirit and scope of the embodiments herein.
Claims (21)
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| US7176957B2 (en) * | 2004-05-25 | 2007-02-13 | Seiko Epson Corporation | Local video loopback method for a multi-participant conference system using a back-channel video interface |
| JP5202281B2 (en) * | 2008-12-19 | 2013-06-05 | キヤノン株式会社 | Image processing apparatus and image processing method |
| CN103096049A (en) * | 2011-11-02 | 2013-05-08 | 华为技术有限公司 | Video processing method and system and associated equipment |
| US9013536B2 (en) | 2013-03-13 | 2015-04-21 | Futurewei Technologies, Inc. | Augmented video calls on mobile devices |
| US20170039867A1 (en) * | 2013-03-15 | 2017-02-09 | Study Social, Inc. | Mobile video presentation, digital compositing, and streaming techniques implemented via a computer network |
| US9584814B2 (en) | 2014-05-15 | 2017-02-28 | Intel Corporation | Content adaptive background foreground segmentation for video coding |
| US9807341B2 (en) * | 2016-02-19 | 2017-10-31 | Microsoft Technology Licensing, Llc | Communication event |
| US10528820B2 (en) | 2017-12-07 | 2020-01-07 | Canon Kabushiki Kaisha | Colour look-up table for background segmentation of sport video |
| US10977802B2 (en) | 2018-08-29 | 2021-04-13 | Qualcomm Incorporated | Motion assisted image segmentation |
| US11356488B2 (en) * | 2019-04-24 | 2022-06-07 | Cisco Technology, Inc. | Frame synchronous rendering of remote participant identities |
| US11195283B2 (en) | 2019-07-15 | 2021-12-07 | Google Llc | Video background substraction using depth |
| US11265357B2 (en) * | 2019-10-10 | 2022-03-01 | Microsoft Technology Licensing, Llc | AV1 codec for real-time video communication |
| US11223841B2 (en) * | 2020-05-29 | 2022-01-11 | Samsung Electronics Co., Ltd. | Apparatus and method for performing artificial intelligence encoding and artificial intelligence decoding on image |
| CN114095733B (en) * | 2021-08-23 | 2024-11-05 | 镕铭微电子(济南)有限公司 | Method for processing metadata in video transcoding, video transcoding device and electronic device |
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