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CN109871816B - Internet of things-based image rapid identification method and device - Google Patents

Internet of things-based image rapid identification method and device Download PDF

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CN109871816B
CN109871816B CN201910144123.5A CN201910144123A CN109871816B CN 109871816 B CN109871816 B CN 109871816B CN 201910144123 A CN201910144123 A CN 201910144123A CN 109871816 B CN109871816 B CN 109871816B
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frequency band
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mobile image
image acquisition
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CN109871816A (en
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尚展垒
孟牒
司丽娜
李志刚
杨学冬
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Zhengzhou University of Light Industry
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Abstract

本发明公开了一种基于物联网的图像快速识别方法,包括如下步骤:由移动图像采集装置收集多个待识别图像;等待由服务器广播的频带绝对优先级指示消息;由移动图像采集装置基于频带绝对优先级指示消息,来确定多个频带中的每一个频带的优先级;由移动图像采集装置在优先级最高的一个频带上向服务器发送所收集的多个待识别图像;在向服务器发送所收集的多个待识别图像的过程中,由移动图像采集装置判断是否接收到服务器发送的频带专用优先级指示符;如果接收到频带专用优先级指示符,则由移动图像采集装置基于频带专用优先级指示符,来切换到所指示的一个频带上;由移动图像采集装置在切换到的一个频带上继续向服务器发送所收集的多个待识别图像。

Figure 201910144123

The invention discloses a fast image identification method based on the Internet of Things, comprising the following steps: collecting a plurality of images to be identified by a mobile image acquisition device; waiting for a frequency band absolute priority indication message broadcast by a server; based on the frequency band by the mobile image acquisition device The absolute priority indication message is used to determine the priority of each frequency band in the multiple frequency bands; the mobile image acquisition device sends the collected multiple images to be identified to the server on the frequency band with the highest priority; In the process of collecting multiple images to be identified, the mobile image acquisition device determines whether the frequency band-specific priority indicator sent by the server is received; if the frequency band-specific priority indicator is received, the mobile image acquisition device determines the frequency band-specific priority level indicator to switch to one of the indicated frequency bands; the mobile image acquisition device continues to send the collected multiple images to be identified to the server on the switched to one frequency band.

Figure 201910144123

Description

基于物联网的图像快速识别方法及装置Method and device for fast image recognition based on Internet of Things

技术领域technical field

本发明是关于图像识别技术领域,特别是关于一种基于物联网的图像快速识别方法及装置。The present invention relates to the technical field of image recognition, in particular to a method and device for fast image recognition based on the Internet of Things.

背景技术Background technique

物联网是新一代信息技术的重要组成部分,也是“信息化”时代的重要发展阶段。其英文名称是:“Internet of things(IoT)”。顾名思义,物联网就是物物相连的互联网。这有两层意思:其一,物联网的核心和基础仍然是互联网,是在互联网基础上的延伸和扩展的网络;其二,其用户端延伸和扩展到了任何物品与物品之间,进行信息交换和通信,也就是物物相息。The Internet of Things is an important part of the new generation of information technology, and it is also an important development stage in the "informationization" era. Its English name is: "Internet of things (IoT)". As the name suggests, the Internet of Things is the Internet of things connected. This has two meanings: First, the core and foundation of the Internet of Things is still the Internet, which is an extended and expanded network based on the Internet; Exchange and communication, that is, things are interrelated.

图像识别,是指利用计算机对图像进行处理、分析和理解,以识别各种不同模式的目标和对像的技术。一般工业使用中,采用工业相机拍摄图片,然后再利用软件根据图片灰阶差做进一步识别处理,图像识别软件国外代表的有康耐视等,国内代表的有图智能等。另外在地理学中指将遥感图像进行分类的技术。Image recognition refers to the technology of using computers to process, analyze and understand images to identify targets and objects in different patterns. In general industrial use, an industrial camera is used to take pictures, and then software is used for further identification and processing according to the grayscale difference of the pictures. The image recognition software is represented by Cognex in foreign countries, and the domestic representatives are in Figure Intelligence. In addition, in geography, it refers to the technology of classifying remote sensing images.

现有技术CN206442462U公开了一种基于物联网与云计算的智能图像识别系统,属于物联网运营系统领域。其包括图像采集设备、核心交换机、图像识别服务器、客户端、智能视频监控系统、公安部指挥中心视频指挥系统和应急指挥调度系统,所述图像采集设备连接所述核心交换机,所述核心交换机连接所述图像识别服务器,所述图像服务器连接所述客户端,所述智能视频监控系统、应急指挥系统和公安部指挥中心视频指挥系统均通过局域网连接所述核心交换机,所述应急指挥调度系统连接拼接显示屏。The prior art CN206442462U discloses an intelligent image recognition system based on the Internet of Things and cloud computing, which belongs to the field of Internet of Things operation systems. It includes an image acquisition device, a core switch, an image recognition server, a client, an intelligent video surveillance system, a video command system of the command center of the Ministry of Public Security, and an emergency command and dispatch system. The image acquisition device is connected to the core switch, and the core switch is connected to The image recognition server, the image server is connected to the client, the intelligent video surveillance system, the emergency command system and the video command system of the Ministry of Public Security Command Center are all connected to the core switch through a local area network, and the emergency command and dispatch system is connected to Splicing the display.

现有技术CN108305424A公开了一种基于物联网与图像识别的报警系统,包括监控端及处理中心,所述监控端包括多个摄像头、微处理器及无线通信模块,所述多个摄像头装设在受监控区域并通过数据线与所述微处理器连接,所述微处理器通过数据线与所述无线通信模块,所述处理中心包括报警控制器及无线接收模块,所述报警控制器与所述无线接收模块通过数据线连接,所述无线接收模块与所述无线通信模块进行一对一的无线通信。Prior art CN108305424A discloses an alarm system based on the Internet of Things and image recognition, including a monitoring terminal and a processing center, the monitoring terminal includes a plurality of cameras, a microprocessor and a wireless communication module, and the plurality of cameras are installed in the The monitored area is connected with the microprocessor through a data line, the microprocessor is connected with the wireless communication module through a data line, the processing center includes an alarm controller and a wireless receiving module, and the alarm controller is connected with the wireless communication module. The wireless receiving module is connected through a data line, and the wireless receiving module and the wireless communication module perform one-to-one wireless communication.

现有技术CN208227167U公开了一种物联网图像识别终端,包括具有图像识别功能的主控模块、摄像模块、物联网通信模块和电源模块;所述主控模块的电源端连接所述电源模块的输出端;所述主控模块的第一电源控制端连接所述摄像模块的电源端;所述主控模块的第二电源控制端连接所述物联网通信模块的电源端;所述主控模块通过串口分别连接所述摄像模块及所述物联网通信模块。Prior art CN208227167U discloses an Internet of Things image recognition terminal, comprising a main control module with image recognition function, a camera module, an Internet of Things communication module and a power supply module; the power supply end of the main control module is connected to the output of the power supply module The first power control terminal of the main control module is connected to the power supply terminal of the camera module; the second power control terminal of the main control module is connected to the power supply terminal of the Internet of Things communication module; The serial ports are respectively connected to the camera module and the IoT communication module.

公开于该背景技术部分的信息仅仅旨在增加对本发明的总体背景的理解,而不应当被视为承认或以任何形式暗示该信息构成已为本领域一般技术人员所公知的现有技术。The information disclosed in this Background section is only for enhancement of understanding of the general background of the invention and should not be taken as an acknowledgement or any form of suggestion that this information forms the prior art already known to a person of ordinary skill in the art.

发明内容SUMMARY OF THE INVENTION

本发明的目的在于提供一种基于物联网的图像快速识别方法及装置,其能够克服现有技术的缺点。The purpose of the present invention is to provide a method and device for fast image recognition based on the Internet of Things, which can overcome the shortcomings of the prior art.

为实现上述目的,本发明提供了一种基于物联网的图像快速识别方法,包括如下步骤:由移动图像采集装置收集多个待识别图像,其中,移动图像采集装置被配置为能够在多个频带上与服务器进行通信;等待由服务器广播的频带绝对优先级指示消息,其中,频带绝对优先级指示消息是由服务器周期性地生成的,并且其中,频带绝对优先级指示消息指示多个频带中的每一个频带的优先级;由移动图像采集装置基于频带绝对优先级指示消息,来确定多个频带中的每一个频带的优先级;由移动图像采集装置在优先级最高的一个频带上向服务器发送所收集的多个待识别图像;在向服务器发送所收集的多个待识别图像的过程中,由移动图像采集装置判断是否接收到服务器发送的频带专用优先级指示符,其中,频带专用优先级指示符向移动图像采集装置发送的,并且其中,频带专用优先级指示符针对移动图像采集装置指示多个频带中的一个频带;如果接收到服务器发送的频带专用优先级指示符,则由移动图像采集装置基于频带专用优先级指示符,来切换到所指示的一个频带上;由移动图像采集装置在切换到的一个频带上继续向服务器发送所收集的多个待识别图像;以及由服务器基于图像识别算法对多个待识别图像进行识别,并将识别结果发送给移动图像采集装置。In order to achieve the above object, the present invention provides a method for fast image recognition based on the Internet of Things, which includes the following steps: collecting a plurality of images to be recognized by a mobile image acquisition device, wherein the mobile image acquisition device is configured to be able to operate in multiple frequency bands. communicate with the server on the server; wait for a frequency band absolute priority indication message broadcast by the server, wherein the frequency band absolute priority indication message is periodically generated by the server, and wherein the frequency band absolute priority indication message indicates a frequency band of the plurality of frequency bands. The priority of each frequency band; the mobile image acquisition device determines the priority of each frequency band in the plurality of frequency bands based on the frequency band absolute priority indication message; the mobile image acquisition device sends a frequency band with the highest priority to the server The collected multiple images to be identified; in the process of sending the collected multiple images to be identified to the server, the mobile image acquisition device determines whether the frequency band-specific priority indicator sent by the server is received, wherein the frequency band-specific priority indicator The indicator is sent to the mobile image capture device, and wherein the frequency band-specific priority indicator indicates one frequency band in a plurality of frequency bands for the mobile image capture device; if the frequency band-specific priority indicator sent by the server is received, the mobile image The acquisition device switches to the indicated one frequency band based on the frequency band-specific priority indicator; the moving image acquisition device continues to send the collected multiple images to be identified to the server on the switched to one frequency band; The recognition algorithm recognizes a plurality of images to be recognized, and sends the recognition results to the mobile image acquisition device.

在一优选的实施方式中,基于物联网的图像快速识别方法还包括如下步骤:在预定时间之后,如果没有完成多个待识别图像的发送,则移动图像采集装置从所切换到的一个频带上返回到由频带绝对优先级指示消息指示的优先级最高的一个频带上;以及由移动图像采集装置在优先级最高的一个频带上向服务器发送多个待识别图像。In a preferred embodiment, the method for fast image recognition based on the Internet of Things further includes the following steps: after a predetermined time, if the transmission of multiple images to be recognized has not been completed, the mobile image acquisition device switches from a frequency band to which it is switched. Return to one frequency band with the highest priority indicated by the frequency band absolute priority indication message; and send a plurality of images to be identified to the server on the one frequency band with the highest priority by the mobile image acquisition device.

在一优选的实施方式中,频带绝对优先级指示消息通过以下步骤生成:由服务器向多个移动图像采集装置广播测量命令和参考信号;由多个移动图像采集装置中的每一个接收到测量命令的移动图像采集装置基于测量命令,来测量从服务器接收到的参考信号的强度;由移动图像采集装置基于所接收到的参考信号的强度,生成测量结果,并向服务器发送测量结果;以及由服务器基于测量结果和服务器在多个频带中的每一个频带上接收和发送的数据总量,来生成频带绝对优先级指示消息。In a preferred embodiment, the frequency band absolute priority indication message is generated by the following steps: the server broadcasts the measurement command and the reference signal to the plurality of moving image capture devices; the measurement command is received by each of the plurality of moving image capture devices The mobile image acquisition device measures the strength of the reference signal received from the server based on the measurement command; the mobile image acquisition device generates a measurement result based on the strength of the received reference signal, and sends the measurement result to the server; and by the server The Band Absolute Priority Indication message is generated based on the measurements and the total amount of data received and transmitted by the server on each of the plurality of bands.

在一优选的实施方式中,其中,多个频带中的每一个频带的优先级与所接收到的参考信号的强度正相关,并且多个频带中的每一个频带的优先级与多个频带中的每一个频带上接收到的数据总量负相关。In a preferred embodiment, the priority of each of the plurality of frequency bands is positively related to the strength of the received reference signal, and the priority of each of the plurality of frequency bands is proportional to the priority of each of the plurality of frequency bands. The total amount of data received on each frequency band is negatively correlated.

在一优选的实施方式中,频带专用优先级指示符通过以下步骤生成:由服务器周期性地监测服务器在多个频带中的每一个频带上接收和发送的数据总量;如果监测到服务器在多个频带中的每一个频带上接收和发送的数据总量超过门限,则由服务器基于频带绝对优先级指示消息确定具有第二高优先级的多个频带中的一个频带;以及由服务器生成频带专用优先级指示符,其中,频带专用优先级指示符指示具有第二高优先级的多个频带中的一个频带。In a preferred embodiment, the frequency band-specific priority indicator is generated by periodically monitoring, by the server, the total amount of data received and transmitted by the server on each of the plurality of frequency bands; The total amount of data received and transmitted on each of the frequency bands exceeds the threshold, the server determines one of the plurality of frequency bands with the second highest priority based on the frequency band absolute priority indication message; and the server generates a frequency band dedicated to the frequency band. A priority indicator, wherein the band-specific priority indicator indicates one of the plurality of frequency bands with the second highest priority.

本发明还提供了一种基于物联网的图像快速识别装置,包括:用于由移动图像采集装置收集多个待识别图像的单元,其中,移动图像采集装置被配置为能够在多个频带上与服务器进行通信;用于等待由服务器广播的频带绝对优先级指示消息的单元,其中,频带绝对优先级指示消息是由服务器周期性地生成的,并且其中,频带绝对优先级指示消息指示多个频带中的每一个频带的优先级;用于由移动图像采集装置基于频带绝对优先级指示消息,来确定多个频带中的每一个频带的优先级的单元;用于由移动图像采集装置在优先级最高的一个频带上向服务器发送所收集的多个待识别图像的单元;用于在向服务器发送所收集的多个待识别图像的过程中,由移动图像采集装置判断是否接收到服务器发送的频带专用优先级指示符的单元,其中,频带专用优先级指示符向移动图像采集装置发送的,并且其中,频带专用优先级指示符针对移动图像采集装置指示多个频带中的一个频带;用于如果接收到服务器发送的频带专用优先级指示符,则由移动图像采集装置基于频带专用优先级指示符,来切换到所指示的一个频带上的单元;用于由移动图像采集装置在切换到的一个频带上继续向服务器发送所收集的多个待识别图像的单元;以及用于由服务器基于图像识别算法对多个待识别图像进行识别,并将识别结果发送给移动图像采集装置的单元。The present invention also provides a fast image recognition device based on the Internet of Things, comprising: a unit for collecting a plurality of images to be recognized by a mobile image acquisition device, wherein the mobile image acquisition device is configured to be able to communicate with The server communicates; means for waiting for a frequency band absolute priority indication message broadcast by the server, wherein the frequency band absolute priority indication message is periodically generated by the server, and wherein the frequency band absolute priority indication message indicates a plurality of frequency bands The priority of each frequency band in the unit; used by the mobile image acquisition device to determine the priority of each frequency band in the plurality of frequency bands based on the frequency band absolute priority indication message; used by the mobile image acquisition device in the priority A unit that sends the collected multiple images to be identified to the server on the highest frequency band; in the process of sending the collected multiple images to be identified to the server, the mobile image acquisition device determines whether the frequency band sent by the server is received. a unit of dedicated priority indicator, wherein the frequency band-specific priority indicator is sent to the mobile image capture device, and wherein the frequency band-specific priority indicator indicates one of a plurality of frequency bands for the mobile image capture device; for use if After receiving the frequency band-specific priority indicator sent by the server, the mobile image acquisition device switches to the unit on the indicated frequency band based on the frequency band-specific priority indicator; it is used for the mobile image acquisition device to switch to a unit in the frequency band. A unit for continuing to send the collected multiple images to be recognized to the server on the frequency band; and a unit for the server to recognize the multiple images to be recognized based on an image recognition algorithm, and to send the recognition result to the mobile image acquisition device.

在一优选的实施方式中,基于物联网的图像快速识别装置包括:用于在预定时间之后,如果没有完成多个待识别图像的发送,则移动图像采集装置从所切换到的一个频带上返回到由频带绝对优先级指示消息指示的优先级最高的一个频带上的单元;以及用于由移动图像采集装置在优先级最高的一个频带上向服务器发送多个待识别图像的单元。In a preferred embodiment, the device for fast image recognition based on the Internet of Things includes: after a predetermined time, if the transmission of a plurality of images to be recognized is not completed, the mobile image acquisition device returns from the switched one frequency band. to a unit on the highest priority frequency band indicated by the frequency band absolute priority indication message; and a unit for sending a plurality of images to be identified to the server by the mobile image acquisition device on the highest priority frequency band.

在一优选的实施方式中,频带绝对优先级指示消息通过以下步骤生成:由服务器向多个移动图像采集装置广播测量命令和参考信号;由多个移动图像采集装置中的每一个接收到测量命令的移动图像采集装置基于测量命令,来测量从服务器接收到的参考信号的强度;由移动图像采集装置基于所接收到的参考信号的强度,生成测量结果,并向服务器发送测量结果;以及由服务器基于测量结果和服务器在多个频带中的每一个频带上接收和发送的数据总量,来生成频带绝对优先级指示消息。In a preferred embodiment, the frequency band absolute priority indication message is generated by the following steps: the server broadcasts the measurement command and the reference signal to the plurality of moving image capture devices; the measurement command is received by each of the plurality of moving image capture devices The mobile image acquisition device measures the strength of the reference signal received from the server based on the measurement command; the mobile image acquisition device generates a measurement result based on the strength of the received reference signal, and sends the measurement result to the server; and by the server The Band Absolute Priority Indication message is generated based on the measurements and the total amount of data received and transmitted by the server on each of the plurality of bands.

在一优选的实施方式中,其中,多个频带中的每一个频带的优先级与所接收到的参考信号的强度正相关,并且多个频带中的每一个频带的优先级与多个频带中的每一个频带上接收到的数据总量负相关。In a preferred embodiment, the priority of each of the plurality of frequency bands is positively related to the strength of the received reference signal, and the priority of each of the plurality of frequency bands is proportional to the priority of each of the plurality of frequency bands. The total amount of data received on each frequency band is negatively correlated.

在一优选的实施方式中,频带专用优先级指示符通过以下步骤生成:由服务器周期性地监测服务器在多个频带中的每一个频带上接收和发送的数据总量;如果监测到服务器在多个频带中的每一个频带上接收和发送的数据总量超过门限,则由服务器基于频带绝对优先级指示消息确定具有第二高优先级的多个频带中的一个频带;以及由服务器生成频带专用优先级指示符,其中,频带专用优先级指示符指示具有第二高优先级的多个频带中的一个频带。In a preferred embodiment, the frequency band-specific priority indicator is generated by periodically monitoring, by the server, the total amount of data received and transmitted by the server on each of the plurality of frequency bands; The total amount of data received and transmitted on each of the frequency bands exceeds the threshold, the server determines one of the plurality of frequency bands with the second highest priority based on the frequency band absolute priority indication message; and the server generates a frequency band dedicated to the frequency band. A priority indicator, wherein the band-specific priority indicator indicates one of the plurality of frequency bands with the second highest priority.

与现有技术相比,本发明的基于物联网的图像快速识别方法及装置具有如下优点:如前所述,物联网是新一代信息技术的重要组成部分,也是“信息化”时代的重要发展阶段。其英文名称是:“Internet of things(IoT)”。而图像识别是指利用计算机对图像进行处理、分析和理解,以识别各种不同模式的目标和对像的技术。一般工业使用中,采用工业相机拍摄图片,然后再利用软件根据图片灰阶差做进一步识别处理。物联网、图像识别以及与图像识别息息相关的人工智能都是国家倡导的高端制造业中不可或缺的组成部分,如何将三者有机结合起来是目前的技术难点和热点。本发明针对目前现有技术的缺陷,提出了一种基于物联网的图像快速识别方法及装置,本发明的方法充分考虑了先进无线通信系统中多频带传输的特点,提出了一种能够自适应控制无线终端选择频带的方法,利用本发明的方法,无线终端信号传输更稳定,频带利用率更高。Compared with the prior art, the method and device for fast image recognition based on the Internet of Things of the present invention have the following advantages: As mentioned above, the Internet of Things is an important part of the new generation of information technology, and it is also an important development in the "informationization" era. stage. Its English name is: "Internet of things (IoT)". Image recognition refers to the technology of using computers to process, analyze and understand images to identify targets and objects in different patterns. In general industrial use, an industrial camera is used to take pictures, and then software is used for further identification and processing according to the grayscale difference of the pictures. The Internet of Things, image recognition and artificial intelligence closely related to image recognition are all indispensable components in the high-end manufacturing industry advocated by the state. How to combine the three organically is the current technical difficulty and hotspot. Aiming at the defects of the current prior art, the present invention proposes a method and device for fast image recognition based on the Internet of Things. The method of the present invention fully considers the characteristics of multi-band transmission in advanced wireless communication systems, and proposes an adaptive In the method for controlling the wireless terminal to select the frequency band, by using the method of the present invention, the wireless terminal signal transmission is more stable and the frequency band utilization rate is higher.

附图说明Description of drawings

图1是根据本发明一实施方式的基于物联网的图像快速识别方法流程图。FIG. 1 is a flowchart of a method for fast image recognition based on the Internet of Things according to an embodiment of the present invention.

具体实施方式Detailed ways

下面结合附图,对本发明的具体实施方式进行详细描述,但应当理解本发明的保护范围并不受具体实施方式的限制。The specific embodiments of the present invention will be described in detail below with reference to the accompanying drawings, but it should be understood that the protection scope of the present invention is not limited by the specific embodiments.

除非另有其它明确表示,否则在整个说明书和权利要求书中,术语“包括”或其变换如“包含”或“包括有”等等将被理解为包括所陈述的元件或组成部分,而并未排除其它元件或其它组成部分。Unless expressly stated otherwise, throughout the specification and claims, the term "comprising" or its conjugations such as "comprising" or "comprising" and the like will be understood to include the stated elements or components, and Other elements or other components are not excluded.

实施例1Example 1

图1是根据本发明一实施方式的基于物联网的图像快速识别方法流程图。如图所示,本发明的基于物联网的图像快速识别方法包括如下步骤:FIG. 1 is a flowchart of a method for fast image recognition based on the Internet of Things according to an embodiment of the present invention. As shown in the figure, the method for fast image recognition based on the Internet of Things of the present invention includes the following steps:

步骤101:由移动图像采集装置收集多个待识别图像,其中,移动图像采集装置被配置为能够在多个频带上与服务器进行通信;Step 101: Collect a plurality of images to be identified by a mobile image acquisition device, wherein the mobile image acquisition device is configured to be able to communicate with a server on multiple frequency bands;

步骤102:等待由服务器广播的频带绝对优先级指示消息,其中,频带绝对优先级指示消息是由服务器周期性地生成的,并且其中,频带绝对优先级指示消息指示多个频带中的每一个频带的优先级;Step 102: Waiting for a frequency band absolute priority indication message broadcast by the server, wherein the frequency band absolute priority indication message is periodically generated by the server, and wherein the frequency band absolute priority indication message indicates each frequency band in the plurality of frequency bands the priority;

步骤103:由移动图像采集装置基于频带绝对优先级指示消息,来确定多个频带中的每一个频带的优先级;Step 103: The priority of each frequency band in the plurality of frequency bands is determined by the mobile image acquisition device based on the frequency band absolute priority indication message;

步骤104:由移动图像采集装置在优先级最高的一个频带上向服务器发送所收集的多个待识别图像;Step 104: Send the collected multiple images to be identified to the server on a frequency band with the highest priority by the mobile image acquisition device;

步骤105:在向服务器发送所收集的多个待识别图像的过程中,由移动图像采集装置判断是否接收到服务器发送的频带专用优先级指示符,其中,频带专用优先级指示符向移动图像采集装置发送的,并且其中,频带专用优先级指示符针对移动图像采集装置指示多个频带中的一个频带;Step 105: in the process of sending the collected images to the server to be identified, the mobile image acquisition device determines whether the frequency band-specific priority indicator sent by the server is received, wherein the frequency-specific priority indicator is sent to the mobile image acquisition device. sent by the device, and wherein the frequency band-specific priority indicator indicates one of a plurality of frequency bands for the mobile image capture device;

步骤106:如果接收到服务器发送的频带专用优先级指示符,则由移动图像采集装置基于频带专用优先级指示符,来切换到所指示的一个频带上;Step 106: if the frequency-specific priority indicator sent by the server is received, the mobile image acquisition device switches to the indicated frequency band based on the frequency-specific priority indicator;

步骤107:由移动图像采集装置在切换到的一个频带上继续向服务器发送所收集的多个待识别图像;以及Step 107: Continue to send the collected multiple images to be identified to the server on the switched frequency band by the mobile image acquisition device; and

步骤108:由服务器基于图像识别算法对多个待识别图像进行识别,并将识别结果发送给移动图像采集装置。Step 108: The server recognizes the plurality of images to be recognized based on the image recognition algorithm, and sends the recognition result to the mobile image acquisition device.

其中,图像识别算法可以是本领域已知的任何算法,例如CN105096244B中介绍的算法,CN109376781A中介绍的方法,CN105590082B中介绍的方法,US20190025985A1中介绍的方法或者有关图像处理的教科书中介绍的算法等。图像识别算法本身不是本申请的重点,不再做详细介绍。The image recognition algorithm can be any algorithm known in the art, such as the algorithm introduced in CN105096244B, the method introduced in CN109376781A, the method introduced in CN105590082B, the method introduced in US20190025985A1 or the algorithm introduced in textbooks related to image processing, etc. . The image recognition algorithm itself is not the focus of this application and will not be introduced in detail.

实施例2Example 2

在一优选的实施方式中,基于物联网的图像快速识别方法还包括如下步骤:在预定时间之后,如果没有完成多个待识别图像的发送,则移动图像采集装置从所切换到的一个频带上返回到由频带绝对优先级指示消息指示的优先级最高的一个频带上;由移动图像采集装置在优先级最高的一个频带上向服务器发送多个待识别图像。In a preferred embodiment, the method for fast image recognition based on the Internet of Things further includes the following steps: after a predetermined time, if the transmission of multiple images to be recognized has not been completed, the mobile image acquisition device switches from a frequency band to which it is switched. Return to a frequency band with the highest priority indicated by the frequency band absolute priority indication message; the mobile image acquisition device sends a plurality of images to be identified to the server on the frequency band with the highest priority.

在一优选的实施方式中,频带绝对优先级指示消息通过以下步骤生成:由服务器向多个移动图像采集装置广播测量命令和参考信号;由多个移动图像采集装置中的每一个接收到测量命令的移动图像采集装置基于测量命令,来测量从服务器接收到的参考信号的强度;由移动图像采集装置基于所接收到的参考信号的强度,生成测量结果,并向服务器发送测量结果;以及由服务器基于测量结果和服务器在多个频带中的每一个频带上接收和发送的数据总量,来生成频带绝对优先级指示消息。In a preferred embodiment, the frequency band absolute priority indication message is generated by the following steps: the server broadcasts the measurement command and the reference signal to the plurality of moving image capture devices; the measurement command is received by each of the plurality of moving image capture devices The mobile image acquisition device measures the strength of the reference signal received from the server based on the measurement command; the mobile image acquisition device generates a measurement result based on the strength of the received reference signal, and sends the measurement result to the server; and by the server The Band Absolute Priority Indication message is generated based on the measurements and the total amount of data received and transmitted by the server on each of the plurality of bands.

实施例3Example 3

在一优选的实施方式中,其中,多个频带中的每一个频带的优先级与所接收到的参考信号的强度正相关,并且多个频带中的每一个频带的优先级与多个频带中的每一个频带上接收到的数据总量负相关。其中,所谓“正相关”和“负相关”例如可以用如下具体的方法来实现:建立接收到的参考信号的强度a对应的第一权重系数b,建立多个频带中的每一个频带上接收到的数据总量c的第二权重系数d,然后计算两者差值e,e=ab-cd,e值越大,则对应的频带的优先级越高,e值与优先级的对应可以预先通过建立映射表获得。In a preferred embodiment, the priority of each of the plurality of frequency bands is positively related to the strength of the received reference signal, and the priority of each of the plurality of frequency bands is proportional to the priority of each of the plurality of frequency bands. The total amount of data received on each frequency band is negatively correlated. Wherein, the so-called "positive correlation" and "negative correlation" can be realized by, for example, the following specific methods: establishing a first weight coefficient b corresponding to the strength a of the received reference signal; The second weight coefficient d of the total amount of data c received, and then calculate the difference e between the two, e=ab-cd, the larger the e value, the higher the priority of the corresponding frequency band, and the correspondence between the e value and the priority can be Obtained in advance by establishing a mapping table.

在一优选的实施方式中,频带专用优先级指示符通过以下步骤生成:由服务器周期性地监测服务器在多个频带中的每一个频带上接收和发送的数据总量;如果监测到服务器在多个频带中的每一个频带上接收和发送的数据总量超过门限,则由服务器基于频带绝对优先级指示消息确定具有第二高优先级的多个频带中的一个频带;由服务器生成频带专用优先级指示符,其中,频带专用优先级指示符指示具有第二高优先级的多个频带中的一个频带。In a preferred embodiment, the frequency band-specific priority indicator is generated by periodically monitoring, by the server, the total amount of data received and transmitted by the server on each of the plurality of frequency bands; The total amount of data received and sent on each of the frequency bands exceeds the threshold, and the server determines one frequency band of the plurality of frequency bands with the second highest priority based on the frequency band absolute priority indication message; the server generates a frequency band-specific priority level indicator, wherein the band-specific priority indicator indicates one of the plurality of frequency bands with the second highest priority.

实施例4Example 4

本发明还提供了一种基于物联网的图像快速识别装置,该基于物联网的图像快速识别装置包括:The present invention also provides an image fast identification device based on the Internet of Things, and the image fast identification device based on the Internet of Things includes:

用于由移动图像采集装置收集多个待识别图像的单元,其中,移动图像采集装置被配置为能够在多个频带上与服务器进行通信;a unit for collecting a plurality of images to be identified by a mobile image capture device, wherein the mobile image capture device is configured to be able to communicate with a server on a plurality of frequency bands;

用于等待由服务器广播的频带绝对优先级指示消息的单元,其中,频带绝对优先级指示消息是由服务器周期性地生成的,并且其中,频带绝对优先级指示消息指示多个频带中的每一个频带的优先级;means for waiting for a frequency band absolute priority indication message broadcast by the server, wherein the frequency band absolute priority indication message is periodically generated by the server, and wherein the frequency band absolute priority indication message indicates each of the plurality of frequency bands the priority of the frequency band;

用于由移动图像采集装置基于频带绝对优先级指示消息,来确定多个频带中的每一个频带的优先级的单元;a unit for determining the priority of each frequency band in the plurality of frequency bands by the mobile image acquisition device based on the frequency band absolute priority indication message;

用于由移动图像采集装置在优先级最高的一个频带上向服务器发送所收集的多个待识别图像的单元;a unit for sending the collected multiple images to be identified to the server on a frequency band with the highest priority by the mobile image acquisition device;

用于在向服务器发送所收集的多个待识别图像的过程中,由移动图像采集装置判断是否接收到服务器发送的频带专用优先级指示符的单元,其中,频带专用优先级指示符向移动图像采集装置发送的,并且其中,频带专用优先级指示符针对移动图像采集装置指示多个频带中的一个频带;A unit for determining whether a frequency band-specific priority indicator sent by the server is received by the mobile image acquisition device during the process of sending the collected multiple images to be identified to the server, wherein the frequency band-specific priority indicator is directed to the moving image sent by the acquisition device, and wherein the frequency band-specific priority indicator indicates one of a plurality of frequency bands for the moving image acquisition device;

用于如果接收到服务器发送的频带专用优先级指示符,则由移动图像采集装置基于频带专用优先级指示符,来切换到所指示的一个频带上的单元;If the frequency band-specific priority indicator sent by the server is received, the mobile image acquisition device switches to the unit on the indicated one frequency band based on the frequency band-specific priority indicator;

用于由移动图像采集装置在切换到的一个频带上继续向服务器发送所收集的多个待识别图像的单元;以及a unit for continuing to transmit the collected plurality of images to be identified to the server on a frequency band switched to by the mobile image capture device; and

用于由服务器基于图像识别算法对多个待识别图像进行识别,并将识别结果发送给移动图像采集装置的单元。A unit for the server to identify a plurality of images to be identified based on an image identification algorithm, and to send the identification results to the mobile image acquisition device.

实施例5Example 5

在一优选的实施方式中,基于物联网的图像快速识别装置包括:用于在预定时间之后,如果没有完成多个待识别图像的发送,则移动图像采集装置从所切换到的一个频带上返回到由频带绝对优先级指示消息指示的优先级最高的一个频带上的单元;以及用于由移动图像采集装置在优先级最高的一个频带上向服务器发送多个待识别图像的单元。In a preferred embodiment, the device for fast image recognition based on the Internet of Things includes: after a predetermined time, if the transmission of a plurality of images to be recognized is not completed, the mobile image acquisition device returns from the switched one frequency band. to a unit on the highest priority frequency band indicated by the frequency band absolute priority indication message; and a unit for sending a plurality of images to be identified to the server by the mobile image acquisition device on the highest priority frequency band.

在一优选的实施方式中,频带绝对优先级指示消息通过以下步骤生成:由服务器向多个移动图像采集装置广播测量命令和参考信号;由多个移动图像采集装置中的每一个接收到测量命令的移动图像采集装置基于测量命令,来测量从服务器接收到的参考信号的强度;由移动图像采集装置基于所接收到的参考信号的强度,生成测量结果,并向服务器发送测量结果;以及由服务器基于测量结果和服务器在多个频带中的每一个频带上接收和发送的数据总量,来生成频带绝对优先级指示消息。In a preferred embodiment, the frequency band absolute priority indication message is generated by the following steps: the server broadcasts the measurement command and the reference signal to the plurality of moving image capture devices; the measurement command is received by each of the plurality of moving image capture devices The mobile image acquisition device measures the strength of the reference signal received from the server based on the measurement command; the mobile image acquisition device generates a measurement result based on the strength of the received reference signal, and sends the measurement result to the server; and by the server The Band Absolute Priority Indication message is generated based on the measurements and the total amount of data received and transmitted by the server on each of the plurality of bands.

实施例6Example 6

在一优选的实施方式中,其中,多个频带中的每一个频带的优先级与所接收到的参考信号的强度正相关,并且多个频带中的每一个频带的优先级与多个频带中的每一个频带上接收到的数据总量负相关。In a preferred embodiment, the priority of each of the plurality of frequency bands is positively related to the strength of the received reference signal, and the priority of each of the plurality of frequency bands is proportional to the priority of each of the plurality of frequency bands. The total amount of data received on each frequency band is negatively correlated.

在一优选的实施方式中,频带专用优先级指示符通过以下步骤生成:由服务器周期性地监测服务器在多个频带中的每一个频带上接收和发送的数据总量;如果监测到服务器在多个频带中的每一个频带上接收和发送的数据总量超过门限,则由服务器基于频带绝对优先级指示消息确定具有第二高优先级的多个频带中的一个频带;以及由服务器生成频带专用优先级指示符,其中,频带专用优先级指示符指示具有第二高优先级的多个频带中的一个频带。In a preferred embodiment, the frequency band-specific priority indicator is generated by periodically monitoring, by the server, the total amount of data received and transmitted by the server on each of the plurality of frequency bands; The total amount of data received and transmitted on each of the frequency bands exceeds the threshold, the server determines one of the plurality of frequency bands with the second highest priority based on the frequency band absolute priority indication message; and the server generates a frequency band dedicated to the frequency band. A priority indicator, wherein the band-specific priority indicator indicates one of the plurality of frequency bands with the second highest priority.

在一或多个实例中,所描述功能可以硬件、软件、固件或其任何组合予以实施。如果以软件予以实施,那么所述功能可作为一或多个指令或代码而存储于计算机可读媒体上或经由计算机可读媒体进行传输,且由基于硬件的处理单元执行。计算机可读媒体可包含计算机可读存储媒体(其对应于例如数据存储媒体的有形媒体)或通信媒体,通信媒体包含(例如)根据通信协议促进计算机程序从一处传送到另一处的任何媒体。以此方式,计算机可读媒体大体上可对应于(1)为非暂时性的有形计算机可读存储媒体,或(2)例如信号或载波的通信媒体。数据存储媒体可为可由一或多个计算机或一或多个处理器存取以检索指令、代码和/或数据结构以用于实施本发明中所描述的技术的任何可用媒体。计算机程序产品可包含计算机可读媒体。In one or more examples, the functions described can be implemented in hardware, software, firmware, or any combination thereof. If implemented in software, the functions may be stored on or transmitted over as one or more instructions or code on a computer-readable medium and executed by a hardware-based processing unit. Computer-readable media may include computer-readable storage media (corresponding to tangible media such as data storage media) or communication media including any medium that facilitates transfer of a computer program from one place to another, for example, according to a communication protocol . In this manner, a computer-readable medium may generally correspond to (1) a tangible computer-readable storage medium that is non-transitory, or (2) a communication medium such as a signal or carrier wave. Data storage media can be any available media that can be accessed by one or more computers or one or more processors to retrieve instructions, code and/or data structures for implementation of the techniques described in this disclosure. The computer program product may comprise a computer-readable medium.

通过实例而非限制,这些计算机可读存储媒体可包括RAM、ROM、EEPROM、CD-ROM或其它光盘存储装置、磁盘存储装置或其它磁性存储装置、快闪存储器,或可用以存储呈指令或数据结构的形式的所要程序代码且可由计算机存取的任何其它媒体。又,任何连接可适当地称为计算机可读媒体。例如,如果使用同轴电缆、光缆、双绞线、数字用户线(DSL)或无线技术(例如,红外线、无线电和微波)而从网站、服务器或其它远端源传输指令,那么同轴电缆、光缆、双绞线、DSL或无线技术(例如,红外线、无线电和微波)包含于媒体的定义中。然而,应理解,计算机可读存储媒体和数据存储媒体不包含连接、载波、信号或其它暂时性媒体,而是针对非暂时性有形存储媒体。如本文中所使用,磁盘和光盘包含压缩光盘(CD)、激光光盘、光学光盘、数字影音光盘(DVD)、软盘和蓝光光盘,其中磁盘通常以磁性方式再生数据,而光盘通过激光以光学方式再生数据。以上各物的组合也应包含于计算机可读媒体的范围内。By way of example and not limitation, these computer-readable storage media may include RAM, ROM, EEPROM, CD-ROM or other optical disk storage devices, magnetic disk storage devices or other magnetic storage devices, flash memory, or may be used to store instructions or data in the form of the desired program code in the form of a structure and any other medium that can be accessed by a computer. Also, any connection is properly termed a computer-readable medium. For example, if coaxial cable, fiber optic cable, twisted pair, digital subscriber line (DSL), or wireless technologies (eg, infrared, radio, and microwave) are used to transmit instructions from a website, server, or other remote source, coaxial cable, Fiber optic cable, twisted pair, DSL, or wireless technologies (eg, infrared, radio, and microwave) are included in the definition of media. It should be understood, however, that computer-readable storage media and data storage media do not include connections, carrier waves, signals, or other transitory media, but are instead directed to non-transitory, tangible storage media. As used herein, magnetic disks and optical disks include compact disks (CDs), laser disks, optical disks, digital video disks (DVDs), floppy disks, and blu-ray disks, where disks usually reproduce data magnetically, while disks reproduce data optically with lasers Regenerate data. Combinations of the above should also be included within the scope of computer-readable media.

可由例如一或多个数字信号处理器(DSP)、通用微处理器、专用集成电路(ASIC)、现场可编程逻辑阵列(FPGA)或其它等效集成或离散逻辑电路的一或多个处理器来执行指令。因此,本文中所使用的术语“处理器”可指上述结构或适合于实施本文中所描述的技术的任何其它结构中的任一者。此外,在一些方面中,可将本文中所描述的功能性提供于经配置以用于编码和解码的专用硬件和/或软件模块内,或并入于组合式编码解码器中。所述技术可完全以一或多个电路或逻辑元件来实施。One or more processors may be, for example, one or more digital signal processors (DSPs), general purpose microprocessors, application specific integrated circuits (ASICs), field programmable logic arrays (FPGAs), or other equivalent integrated or discrete logic circuits to execute the command. Accordingly, the term "processor," as used herein may refer to any of the foregoing structure or any other structure suitable for implementation of the techniques described herein. Furthermore, in some aspects, the functionality described herein may be provided within dedicated hardware and/or software modules configured for encoding and decoding, or incorporated in a combined codec. The techniques may be implemented entirely in one or more circuits or logic elements.

本发明的技术可以多种装置或设备予以实施,所述装置或设备包含无线手机、集成电路(IC)或IC集合(例如,芯片集)。在本发明中描述各种组件、模块或单元以强调经配置以执行所揭示技术的装置的功能方面,但未必要求通过不同硬件单元来实现。确切来说,如上文所描述,可将各种单元组合于编码解码器硬件单元中,或通过互操作性硬件单元(包含如上文所描述的一或多个处理器)的集合结合合适软件和/或固件来提供所述单元。The techniques of this disclosure may be implemented in a variety of devices or apparatuses, including a wireless handset, an integrated circuit (IC), or a collection of ICs (eg, a chip set). Various components, modules, or units are described in this disclosure to emphasize functional aspects of devices configured to perform the disclosed techniques, but do not necessarily require implementation by different hardware units. Rather, various units may be combined in codec hardware units, as described above, or through a collection of interoperable hardware units (including one or more processors as described above) in conjunction with appropriate software and and/or firmware to provide the unit.

前述对本发明的具体示例性实施方案的描述是为了说明和例证的目的。这些描述并非想将本发明限定为所公开的精确形式,并且很显然,根据上述教导,可以进行很多改变和变化。对示例性实施例进行选择和描述的目的在于解释本发明的特定原理及其实际应用,从而使得本领域的技术人员能够实现并利用本发明的各种不同的示例性实施方案以及各种不同的选择和改变。本发明的范围意在由权利要求书及其等同形式所限定。The foregoing descriptions of specific exemplary embodiments of the present invention have been presented for purposes of illustration and description. These descriptions are not intended to limit the invention to the precise form disclosed, and obviously many changes and modifications are possible in light of the above teachings. The exemplary embodiments were chosen and described for the purpose of explaining certain principles of the invention and their practical applications, to thereby enable one skilled in the art to make and utilize various exemplary embodiments and various different aspects of the invention. Choose and change. The scope of the invention is intended to be defined by the claims and their equivalents.

Claims (10)

1.一种基于物联网的图像快速识别方法,其特征在于:所述基于物联网的图像快速识别方法包括如下步骤:1. an image fast identification method based on the Internet of Things, is characterized in that: the described image fast identification method based on the Internet of Things comprises the steps: 由移动图像采集装置收集多个待识别图像,其中,所述移动图像采集装置被配置为能够在多个频带上与服务器进行通信;collecting a plurality of images to be identified by a mobile image capture device, wherein the mobile image capture device is configured to communicate with a server on a plurality of frequency bands; 等待由所述服务器广播的频带绝对优先级指示消息,其中,所述频带绝对优先级指示消息是由所述服务器周期性地生成的,并且其中,所述频带绝对优先级指示消息指示多个频带中的每一个频带的优先级;waiting for a frequency band absolute priority indication message broadcast by the server, wherein the frequency band absolute priority indication message is periodically generated by the server, and wherein the frequency band absolute priority indication message indicates a plurality of frequency bands the priority of each frequency band in; 由移动图像采集装置基于所述频带绝对优先级指示消息,来确定所述多个频带中的每一个频带的优先级;determining the priority of each frequency band in the plurality of frequency bands by the mobile image acquisition device based on the frequency band absolute priority indication message; 由移动图像采集装置在优先级最高的一个频带上向所述服务器发送所收集的多个待识别图像;Send the collected multiple images to be identified to the server on a frequency band with the highest priority by the mobile image acquisition device; 在向所述服务器发送所收集的多个待识别图像的过程中,由移动图像采集装置判断是否接收到所述服务器发送的频带专用优先级指示符,其中,所述频带专用优先级指示符向所述移动图像采集装置发送的,并且其中,所述频带专用优先级指示符针对所述移动图像采集装置指示多个频带中的一个频带;In the process of sending the collected multiple images to be identified to the server, the mobile image acquisition device determines whether the frequency band-specific priority indicator sent by the server is received, wherein the frequency band-specific priority indicator is directed to the server. sent by the moving image capturing device, and wherein the frequency band-specific priority indicator indicates one of a plurality of frequency bands for the moving image capturing device; 如果接收到所述服务器发送的频带专用优先级指示符,则由移动图像采集装置基于所述频带专用优先级指示符,来切换到所指示的一个频带上;If the frequency-specific priority indicator sent by the server is received, the mobile image acquisition device switches to the indicated frequency band based on the frequency-specific priority indicator; 由移动图像采集装置在切换到的一个频带上继续向所述服务器发送所收集的多个待识别图像;以及continuing to send the collected plurality of images to be identified to the server on the switched frequency band by the mobile image capturing device; and 由服务器基于图像识别算法对所述多个待识别图像进行识别,并将识别结果发送给所述移动图像采集装置。The plurality of images to be recognized are recognized by the server based on an image recognition algorithm, and the recognition result is sent to the mobile image acquisition device. 2.如权利要求1所述的基于物联网的图像快速识别方法,其特征在于:所述基于物联网的图像快速识别方法还包括如下步骤:2. The method for fast image recognition based on the Internet of Things as claimed in claim 1, wherein the method for fast image recognition based on the Internet of Things further comprises the steps: 在预定时间之后,如果没有完成所述多个待识别图像的发送,则所述移动图像采集装置从所切换到的一个频带上返回到由所述频带绝对优先级指示消息指示的所述优先级最高的一个频带上;以及After a predetermined time, if the transmission of the plurality of images to be identified is not completed, the moving image acquisition device returns from the switched one frequency band to the priority indicated by the frequency band absolute priority indication message on the highest frequency band; and 由移动图像采集装置在所述优先级最高的一个频带上向所述服务器发送所述多个待识别图像。The plurality of images to be identified are sent to the server by the mobile image acquisition device on the frequency band with the highest priority. 3.如权利要求2所述的基于物联网的图像快速识别方法,其特征在于:所述频带绝对优先级指示消息通过以下步骤生成:3. The method for quickly identifying images based on the Internet of Things as claimed in claim 2, wherein the frequency band absolute priority indication message is generated through the following steps: 由所述服务器向多个移动图像采集装置广播测量命令和参考信号;broadcasting measurement commands and reference signals by the server to a plurality of mobile image acquisition devices; 由多个移动图像采集装置中的每一个接收到所述测量命令的移动图像采集装置基于所述测量命令,来测量从所述服务器接收到的参考信号的强度;The moving image capturing apparatus that has received the measurement command by each of the plurality of moving image capturing apparatuses measures the strength of the reference signal received from the server based on the measurement command; 由移动图像采集装置基于所接收到的参考信号的强度,生成测量结果,并向所述服务器发送所述测量结果;以及generating, by the mobile image capture device, based on the strength of the received reference signal, a measurement result and sending the measurement result to the server; and 由所述服务器基于所述测量结果和所述服务器在所述多个频带中的每一个频带上接收和发送的数据总量,来生成所述频带绝对优先级指示消息。The frequency band absolute priority indication message is generated by the server based on the measurements and the total amount of data received and transmitted by the server on each of the plurality of frequency bands. 4.如权利要求3所述的基于物联网的图像快速识别方法,其特征在于:其中,所述多个频带中的每一个频带的优先级与所接收到的参考信号的强度正相关,并且所述多个频带中的每一个频带的优先级与所述多个频带中的每一个频带上接收到的数据总量负相关。4. The method for fast image identification based on the Internet of Things according to claim 3, wherein the priority of each frequency band in the plurality of frequency bands is positively correlated with the strength of the received reference signal, and The priority of each of the plurality of frequency bands is inversely related to the total amount of data received on each of the plurality of frequency bands. 5.如权利要求4所述的基于物联网的图像快速识别方法,其特征在于:所述频带专用优先级指示符通过以下步骤生成:5. The method for fast image identification based on the Internet of Things as claimed in claim 4, wherein the frequency band-specific priority indicator is generated by the following steps: 由所述服务器周期性地监测所述服务器在所述多个频带中的每一个频带上接收和发送的数据总量;Periodically monitoring, by the server, the total amount of data received and transmitted by the server on each of the plurality of frequency bands; 如果监测到所述服务器在所述多个频带中的每一个频带上接收和发送的数据总量超过门限,则由所述服务器基于所述频带绝对优先级指示消息确定具有第二高优先级的多个频带中的一个频带;以及If it is detected that the total amount of data received and transmitted by the server on each of the plurality of frequency bands exceeds a threshold, the server determines, based on the frequency band absolute priority indication message, that the server has the second highest priority one of a plurality of frequency bands; and 由所述服务器生成频带专用优先级指示符,其中,所述频带专用优先级指示符指示所述具有第二高优先级的多个频带中的一个频带。A band-specific priority indicator is generated by the server, wherein the band-specific priority indicator indicates one of the plurality of frequency bands having the second highest priority. 6.一种基于物联网的图像快速识别装置,其特征在于:所述基于物联网的图像快速识别装置包括:6. A device for rapid image identification based on the Internet of Things, characterized in that: the device for rapid identification of images based on the Internet of Things comprises: 用于由移动图像采集装置收集多个待识别图像的单元,其中,所述移动图像采集装置被配置为能够在多个频带上与服务器进行通信;a unit for collecting a plurality of images to be identified by a mobile image capture device, wherein the mobile image capture device is configured to be able to communicate with a server on a plurality of frequency bands; 用于等待由所述服务器广播的频带绝对优先级指示消息的单元,其中,所述频带绝对优先级指示消息是由所述服务器周期性地生成的,并且其中,所述频带绝对优先级指示消息指示多个频带中的每一个频带的优先级;means for waiting for a frequency band absolute priority indication message broadcast by the server, wherein the frequency band absolute priority indication message is periodically generated by the server, and wherein the frequency band absolute priority indication message indicating the priority of each of the plurality of frequency bands; 用于由移动图像采集装置基于所述频带绝对优先级指示消息,来确定所述多个频带中的每一个频带的优先级的单元;a unit for determining the priority of each of the plurality of frequency bands by the mobile image acquisition device based on the frequency band absolute priority indication message; 用于由移动图像采集装置在优先级最高的一个频带上向所述服务器发送所收集的多个待识别图像的单元;a unit for sending the collected plurality of images to be identified to the server on a frequency band with the highest priority by the mobile image acquisition device; 用于在向所述服务器发送所收集的多个待识别图像的过程中,由移动图像采集装置判断是否接收到所述服务器发送的频带专用优先级指示符的单元,其中,所述频带专用优先级指示符向所述移动图像采集装置发送的,并且其中,所述频带专用优先级指示符针对所述移动图像采集装置指示多个频带中的一个频带;A unit for determining whether a frequency band-specific priority indicator sent by the server is received by the mobile image acquisition device during the process of sending the collected images to the server, wherein the frequency-specific priority indicator A level indicator is sent to the moving image capture device, and wherein the frequency band-specific priority indicator indicates one of a plurality of frequency bands for the moving image capture device; 用于如果接收到所述服务器发送的频带专用优先级指示符,则由移动图像采集装置基于所述频带专用优先级指示符,来切换到所指示的一个频带上的单元;If the frequency band-specific priority indicator sent by the server is received, the mobile image acquisition device switches to the unit on the indicated one frequency band based on the frequency band-specific priority indicator; 用于由移动图像采集装置在切换到的一个频带上继续向所述服务器发送所收集的多个待识别图像的单元;以及a unit for continuing to transmit the collected plurality of images to be identified to the server on a frequency band switched to by the mobile image capture device; and 用于由服务器基于图像识别算法对所述多个待识别图像进行识别,并将识别结果发送给所述移动图像采集装置的单元。A unit for the server to recognize the plurality of images to be recognized based on an image recognition algorithm, and to send the recognition result to the mobile image acquisition device. 7.如权利要求6所述的基于物联网的图像快速识别装置,其特征在于:所述基于物联网的图像快速识别装置包括:7. The device for fast image recognition based on the Internet of Things as claimed in claim 6, wherein the device for fast recognition of images based on the Internet of Things comprises: 用于在预定时间之后,如果没有完成所述多个待识别图像的发送,则所述移动图像采集装置从所切换到的一个频带上返回到由所述频带绝对优先级指示消息指示的所述优先级最高的一个频带上的单元;以及After a predetermined time, if the transmission of the plurality of images to be identified is not completed, the moving image acquisition device returns to the frequency band indicated by the frequency band absolute priority indication message from the switched frequency band. the unit on the highest priority frequency band; and 用于由移动图像采集装置在所述优先级最高的一个频带上向所述服务器发送所述多个待识别图像的单元。A unit for sending the plurality of images to be identified to the server by the mobile image acquisition device on the one frequency band with the highest priority. 8.如权利要求7所述的基于物联网的图像快速识别装置,其特征在于:所述频带绝对优先级指示消息通过以下步骤生成:8. The device for fast image identification based on the Internet of Things as claimed in claim 7, wherein the frequency band absolute priority indication message is generated by the following steps: 由所述服务器向多个移动图像采集装置广播测量命令和参考信号;broadcasting measurement commands and reference signals by the server to a plurality of mobile image acquisition devices; 由多个移动图像采集装置中的每一个接收到所述测量命令的移动图像采集装置基于所述测量命令,来测量从所述服务器接收到的参考信号的强度;The moving image capturing apparatus that has received the measurement command by each of the plurality of moving image capturing apparatuses measures the strength of the reference signal received from the server based on the measurement command; 由移动图像采集装置基于所接收到的参考信号的强度,生成测量结果,并向所述服务器发送所述测量结果;以及generating, by the mobile image capture device, based on the strength of the received reference signal, a measurement result and sending the measurement result to the server; and 由所述服务器基于所述测量结果和所述服务器在所述多个频带中的每一个频带上接收和发送的数据总量,来生成所述频带绝对优先级指示消息。The frequency band absolute priority indication message is generated by the server based on the measurements and the total amount of data received and transmitted by the server on each of the plurality of frequency bands. 9.如权利要求8所述的基于物联网的图像快速识别装置,其特征在于:其中,所述多个频带中的每一个频带的优先级与所接收到的参考信号的强度正相关,并且所述多个频带中的每一个频带的优先级与所述多个频带中的每一个频带上接收到的数据总量负相关。9 . The device for fast image identification based on the Internet of Things according to claim 8 , wherein the priority of each frequency band in the plurality of frequency bands is positively correlated with the strength of the received reference signal, and The priority of each of the plurality of frequency bands is inversely related to the total amount of data received on each of the plurality of frequency bands. 10.如权利要求9所述的基于物联网的图像快速识别装置,其特征在于:所述频带专用优先级指示符通过以下步骤生成:10. The device for rapid image identification based on the Internet of Things according to claim 9, wherein the frequency band-specific priority indicator is generated by the following steps: 由所述服务器周期性地监测所述服务器在所述多个频带中的每一个频带上接收和发送的数据总量;Periodically monitoring, by the server, the total amount of data received and transmitted by the server on each of the plurality of frequency bands; 如果监测到所述服务器在所述多个频带中的每一个频带上接收和发送的数据总量超过门限,则由所述服务器基于所述频带绝对优先级指示消息确定具有第二高优先级的多个频带中的一个频带;以及If it is detected that the total amount of data received and transmitted by the server on each of the plurality of frequency bands exceeds a threshold, the server determines, based on the frequency band absolute priority indication message, that the server has the second highest priority one of a plurality of frequency bands; and 由所述服务器生成频带专用优先级指示符,其中,所述频带专用优先级指示符指示所述具有第二高优先级的多个频带中的一个频带。A band-specific priority indicator is generated by the server, wherein the band-specific priority indicator indicates one of the plurality of frequency bands having the second highest priority.
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