[go: up one dir, main page]

CN109960911A - Fingerprint verification method and electronic device - Google Patents

Fingerprint verification method and electronic device Download PDF

Info

Publication number
CN109960911A
CN109960911A CN201711339537.0A CN201711339537A CN109960911A CN 109960911 A CN109960911 A CN 109960911A CN 201711339537 A CN201711339537 A CN 201711339537A CN 109960911 A CN109960911 A CN 109960911A
Authority
CN
China
Prior art keywords
fingerprint
verified
finger print
print information
registered
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
CN201711339537.0A
Other languages
Chinese (zh)
Inventor
张郁旼
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Acer Inc
Original Assignee
Acer Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Acer Inc filed Critical Acer Inc
Priority to CN201711339537.0A priority Critical patent/CN109960911A/en
Publication of CN109960911A publication Critical patent/CN109960911A/en
Withdrawn legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31User authentication
    • G06F21/32User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/12Fingerprints or palmprints
    • G06V40/1365Matching; Classification
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/50Maintenance of biometric data or enrolment thereof
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/12Fingerprints or palmprints
    • G06V40/13Sensors therefor
    • G06V40/1306Sensors therefor non-optical, e.g. ultrasonic or capacitive sensing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/12Fingerprints or palmprints
    • G06V40/1347Preprocessing; Feature extraction
    • G06V40/1359Extracting features related to ridge properties; Determining the fingerprint type, e.g. whorl or loop
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/12Fingerprints or palmprints
    • G06V40/1365Matching; Classification
    • G06V40/1376Matching features related to ridge properties or fingerprint texture

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Security & Cryptography (AREA)
  • Human Computer Interaction (AREA)
  • Multimedia (AREA)
  • Computer Hardware Design (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Input (AREA)
  • Collating Specific Patterns (AREA)

Abstract

The present invention provides a kind of fingerprint authentication method and electronic device.The fingerprint authentication method includes: to execute fingerprint register operation by fingerprint sensor and store registered finger print information to storage circuit;In fingerprint verification operation, finger print information to be verified is sensed by the fingerprint sensor;And if the similitude between the finger print information to be verified and the registered finger print information meets preset condition, execute the fingerprint verification operation by corresponding preset function, and according to having verified that finger print information updates the registered finger print information.

Description

指纹验证方法与电子装置Fingerprint verification method and electronic device

技术领域technical field

本发明涉及一种指纹验证方法与电子装置。The invention relates to a fingerprint verification method and an electronic device.

背景技术Background technique

随着指纹识别技术逐渐普及,笔记本电脑或智能手机等电子装置普遍采用指纹识别技术来验证拥有者,以管理电子装置的使用权限。一般来说,在启用指纹验证机制后,使用者需要在指纹注册程序中将自己的指纹信息存入电子装置中,以作为后续进行指纹认证的依据。With the increasing popularity of fingerprint identification technology, electronic devices such as notebook computers or smart phones generally use fingerprint identification technology to verify the owner, so as to manage the use rights of the electronic device. Generally speaking, after enabling the fingerprint verification mechanism, the user needs to store his own fingerprint information in the electronic device in the fingerprint registration procedure, as a basis for subsequent fingerprint verification.

然而,随着指纹传感器的感测面积越作越小,使用者不易在指纹注册程序中注册完整的指纹信息。此外,一旦离开指纹注册程序,使用者就无法再对已注册指纹进行修改和/或扩充。也就是说,若使用者想要更新其指纹信息,使用者只能重新启动指纹注册程序。由此可知,现行的指纹验证机制在使用上明显缺乏弹性。However, as the sensing area of the fingerprint sensor becomes smaller and smaller, it is difficult for the user to register complete fingerprint information in the fingerprint registration procedure. In addition, once the fingerprint registration procedure is left, the user cannot modify and/or expand the registered fingerprint. That is, if the user wants to update his fingerprint information, the user can only restart the fingerprint registration procedure. It can be seen that the current fingerprint verification mechanism is obviously inflexible in use.

发明内容SUMMARY OF THE INVENTION

本发明提供一种指纹验证方法与电子装置,可在完成指纹注册操作后,根据通过指纹验证操作的已验证指纹信息来更新已注册指纹信息,从而提高指纹验证机制的操作便利性。The invention provides a fingerprint verification method and electronic device, which can update the registered fingerprint information according to the verified fingerprint information through the fingerprint verification operation after completing the fingerprint registration operation, thereby improving the operation convenience of the fingerprint verification mechanism.

本发明的一实施例提供一种指纹验证方法,其用于具有指纹传感器与存储电路的电子装置,所述指纹验证方法包括:通过所述指纹传感器执行指纹注册操作并将已注册指纹信息存储至所述存储电路;在指纹验证操作中,通过所述指纹传感器感测待验证指纹信息;以及若所述待验证指纹信息与所述已注册指纹信息之间的相似性符合预设条件,执行所述指纹验证操作的验证通过所对应的预设功能,并根据已验证指纹信息更新所述已注册指纹信息。An embodiment of the present invention provides a fingerprint verification method for an electronic device having a fingerprint sensor and a storage circuit. The fingerprint verification method includes: performing a fingerprint registration operation through the fingerprint sensor and storing the registered fingerprint information in a the storage circuit; in the fingerprint verification operation, the fingerprint information to be verified is sensed by the fingerprint sensor; and if the similarity between the fingerprint information to be verified and the registered fingerprint information meets a preset condition, executing the The verification of the fingerprint verification operation passes the corresponding preset function, and the registered fingerprint information is updated according to the verified fingerprint information.

本发明的另一实施例提供一种电子装置,其包括指纹传感器、存储电路及处理器。所述处理器耦接所述指纹传感器与所述存储电路。所述处理器用以通过所述指纹传感器执行指纹注册操作并将已注册指纹信息存储至所述存储电路。在指纹验证操作中,所述处理器还用以通过所述指纹传感器感测待验证指纹信息。若所述待验证指纹信息与所述已注册指纹信息之间的相似性符合预设条件,所述处理器还用以执行所述指纹验证操作的验证通过所对应的预设功能并根据已验证指纹信息更新所述已注册指纹信息。Another embodiment of the present invention provides an electronic device including a fingerprint sensor, a memory circuit and a processor. The processor is coupled to the fingerprint sensor and the memory circuit. The processor is used for performing a fingerprint registration operation through the fingerprint sensor and storing the registered fingerprint information in the storage circuit. In the fingerprint verification operation, the processor is further configured to sense the fingerprint information to be verified through the fingerprint sensor. If the similarity between the fingerprint information to be verified and the registered fingerprint information meets a preset condition, the processor is further configured to perform the verification of the fingerprint verification operation to pass the corresponding preset function and according to the verified operation The fingerprint information updates the registered fingerprint information.

基于上述,一个指纹注册操作可通过所述指纹传感器执行,并且已注册指纹信息可被存储至所述存储电路。尔后,在指纹验证操作中,待验证指纹信息可通过指纹传感器被感测。若所感测的待验证指纹信息与所存储的已注册指纹信息之间的相似性符合预设条件,对应于指纹验证操作的验证通过的一个预设功能可被执行,并且所述已注册指纹信息可根据已验证指纹信息来进行更新,从而提高指纹验证机制的操作便利性。Based on the above, a fingerprint registration operation can be performed by the fingerprint sensor, and the registered fingerprint information can be stored to the storage circuit. Thereafter, in the fingerprint verification operation, the fingerprint information to be verified can be sensed by the fingerprint sensor. If the similarity between the sensed fingerprint information to be verified and the stored registered fingerprint information meets a preset condition, a preset function corresponding to the verification of the fingerprint verification operation can be executed, and the registered fingerprint information It can be updated according to the verified fingerprint information, thereby improving the operational convenience of the fingerprint verification mechanism.

为让本发明的上述特征和优点能更明显易懂,下文特举实施例,并配合附图作详细说明如下。In order to make the above-mentioned features and advantages of the present invention more obvious and easy to understand, the following embodiments are given and described in detail with the accompanying drawings as follows.

附图说明Description of drawings

图1是根据本发明的一范例实施例所示出的电子装置的示意图;FIG. 1 is a schematic diagram of an electronic device according to an exemplary embodiment of the present invention;

图2是根据本发明的一实施例所示出的电子装置的外观示意图;FIG. 2 is a schematic appearance diagram of an electronic device according to an embodiment of the present invention;

图3是根据本发明的一实施例所示出的滑动式指纹感测的示意图;3 is a schematic diagram of sliding fingerprint sensing according to an embodiment of the present invention;

图4至图6是根据本发明的一实施例所示出的指纹图像比对的示意图;4 to 6 are schematic diagrams of fingerprint image comparison according to an embodiment of the present invention;

图7是根据本发明的一实施例所示出的更新已注册指纹信息的示意图;7 is a schematic diagram of updating registered fingerprint information according to an embodiment of the present invention;

图8是根据本发明的一实施例所示出的指纹验证方法的流程图。FIG. 8 is a flowchart of a fingerprint verification method according to an embodiment of the present invention.

附图标记说明Description of reference numerals

10、20:电子装置;10, 20: electronic device;

11、21:指纹传感器;11, 21: Fingerprint sensor;

12:存储电路;12: storage circuit;

13:处理器;13: processor;

22:触控板;22: touchpad;

301:手指;301: finger;

31:感测元件;31: sensing element;

32:凹槽;32: groove;

41、51、61、71~77:指纹图像;41, 51, 61, 71 to 77: fingerprint images;

401、402、501、502:特征点;401, 402, 501, 502: feature points;

601:图像重叠区域;601: Image overlapping area;

S801~S806:步骤。S801 to S806: steps.

具体实施方式Detailed ways

图1是根据本发明的一范例实施例所示出的电子装置的示意图。请参照图1,电子装置10包括指纹传感器11、存储电路12及处理器13。指纹传感器11可感测使用者的手指的指纹信息。例如,指纹传感器11可以是电容式指纹传感器或光学式指纹传感器,但本发明不限制指纹传感器11的类型。指纹传感器11的指纹感测机制可以是使用滑动式感测或按压式感测。若指纹传感器11的指纹感测机制是使用滑动式感测,则使用者可将手指在指纹传感器11的感测面上滑过,并且指纹传感器11可通过感测面感测使用者的指纹信息。或者,若指纹传感器11的指纹感测机制是使用按压式感测,则使用者可将手指放置在指纹传感器11的感测面上,并且指纹传感器11可通过感测面感测使用者的指纹信息。为便于说明,在以下实施例中是以采用滑动式感测的指纹传感器11进行说明。FIG. 1 is a schematic diagram of an electronic device according to an exemplary embodiment of the present invention. Referring to FIG. 1 , the electronic device 10 includes a fingerprint sensor 11 , a storage circuit 12 and a processor 13 . The fingerprint sensor 11 can sense fingerprint information of the user's finger. For example, the fingerprint sensor 11 may be a capacitive fingerprint sensor or an optical fingerprint sensor, but the present invention does not limit the type of the fingerprint sensor 11 . The fingerprint sensing mechanism of the fingerprint sensor 11 may use sliding sensing or pressing sensing. If the fingerprint sensing mechanism of the fingerprint sensor 11 uses sliding sensing, the user can slide his finger on the sensing surface of the fingerprint sensor 11, and the fingerprint sensor 11 can sense the user's fingerprint information through the sensing surface. . Alternatively, if the fingerprint sensing mechanism of the fingerprint sensor 11 uses push-type sensing, the user can place a finger on the sensing surface of the fingerprint sensor 11, and the fingerprint sensor 11 can sense the user's fingerprint through the sensing surface information. For the convenience of description, in the following embodiments, the fingerprint sensor 11 using sliding sensing is used for description.

存储电路12用于存储信息。例如,存储电路12可包括传统硬盘、固态硬盘和/或快闪存储器等各式非易失性存储电路。因此,存储于非易失性存储电路中的信息不会因为切断电子装置10的电源而遗失。例如,存储电路12可存储已注册的指纹信息以及电子装置10的运作所需的程序码等信息。此外,存储电路12也可包括随机存取存储器等非易失性存储电路,以存储电子装置10运作过程产生的暂时信息。The storage circuit 12 is used to store information. For example, the storage circuit 12 may include various types of non-volatile storage circuits such as conventional hard disks, solid-state disks, and/or flash memory. Therefore, the information stored in the nonvolatile memory circuit is not lost when the power supply of the electronic device 10 is turned off. For example, the storage circuit 12 can store information such as registered fingerprint information and program codes required for the operation of the electronic device 10 . In addition, the storage circuit 12 may also include a non-volatile storage circuit such as random access memory to store temporary information generated during the operation of the electronic device 10 .

处理器13耦接至指纹传感器11与存储电路12。处理器13可以是中央处理单元(Central Processing Unit,CPU),或是其他可程序化的一般用途或特殊用途的微处理器、数字信号处理器(Digital Signal Processor,DSP)、可程序化控制器、特殊应用集成电路(Application Specific Integrated Circuits,ASIC)、可程序化逻辑装置(ProgrammableLogic Device,PLD)或其他类似装置或这些装置的组合。The processor 13 is coupled to the fingerprint sensor 11 and the storage circuit 12 . The processor 13 may be a central processing unit (Central Processing Unit, CPU), or other programmable general-purpose or special-purpose microprocessors, digital signal processors (Digital Signal Processor, DSP), programmable controllers , Application Specific Integrated Circuits (ASIC), Programmable Logic Device (PLD) or other similar devices or combinations of these devices.

在一实施例中,处理器13仅负责与指纹验证机制相关的操作,例如指纹感测、指纹注册及指纹验证等等。在一实施例中,处理器13还可负责电子装置10的整体运作或其他操作。在一实施例中,电子装置10还包括输入/输出(I/O)装置及电源供应装置。例如,输入/输出装置可包括鼠标、键盘、触控板、显示器、触控屏幕、麦克风、喇叭或网络接口卡等,且输入/输出装置的类型不限于此。此外,电源供应装置可包括各式电源供应器或电池。In one embodiment, the processor 13 is only responsible for operations related to the fingerprint verification mechanism, such as fingerprint sensing, fingerprint registration, fingerprint verification, and the like. In one embodiment, the processor 13 may also be responsible for the overall operation of the electronic device 10 or other operations. In one embodiment, the electronic device 10 further includes an input/output (I/O) device and a power supply device. For example, the input/output device may include a mouse, a keyboard, a touch pad, a display, a touch screen, a microphone, a speaker, or a network interface card, etc., and the type of the input/output device is not limited thereto. In addition, the power supply device may include various power supplies or batteries.

在以下实施例中,是以笔记本电脑作为电子装置10的范例进行说明。然而,在另一实施例中,电子装置10也可以是智能手机、平板电脑、数码相框、台式电脑或电子书阅读器等各式电子装置,本发明不加以限制。In the following embodiments, a notebook computer is used as an example of the electronic device 10 for description. However, in another embodiment, the electronic device 10 may also be various electronic devices such as a smart phone, a tablet computer, a digital photo frame, a desktop computer or an e-book reader, which is not limited in the present invention.

图2是根据本发明的一实施例所示出的电子装置的外观示意图。图3是根据本发明的一实施例所示出的滑动式指纹感测的示意图。请参照图2与图3,电子装置20配置有指纹传感器21与触控板22。在本实施例中,指纹传感器21是设置在触控板22上。然而,在另一实施例中,指纹传感器21也可以设置在电子装置20的其他表面位置,本发明不加以限制。感测元件31可设置于指纹传感器21的凹槽32内。使用者的手指301可以接触感测元件31的上表面并且在感测元件31的上表面前后滑动。感测元件31可感测滑动中的手指301的指纹信息。FIG. 2 is a schematic diagram of the appearance of an electronic device according to an embodiment of the present invention. FIG. 3 is a schematic diagram of sliding fingerprint sensing according to an embodiment of the present invention. Referring to FIG. 2 and FIG. 3 , the electronic device 20 is provided with a fingerprint sensor 21 and a touch panel 22 . In this embodiment, the fingerprint sensor 21 is disposed on the touch panel 22 . However, in another embodiment, the fingerprint sensor 21 may also be disposed on other surface positions of the electronic device 20, which is not limited in the present invention. The sensing element 31 may be disposed in the groove 32 of the fingerprint sensor 21 . The user's finger 301 may contact the upper surface of the sensing element 31 and slide back and forth on the upper surface of the sensing element 31 . The sensing element 31 can sense the fingerprint information of the sliding finger 301 .

回到图1,处理器13可执行指纹注册操作与指纹验证操作。指纹注册操作是用以初始地注册使用者的指纹信息。例如,在指纹注册操作中,处理器13可通过指纹传感器11感测特定使用者的指纹信息并将所感测的指纹信息与特定使用者进行配对。然后,处理器13可将所感测的指纹信息与相关的配对信息存储至存储电路12,以作为已注册指纹信息。在一实施例中,通过指纹注册操作而存储的已注册指纹信息也称为初始已注册指纹信息。须注意的是,在指纹注册操作中,处理器13也可通过指纹传感器11多次感测特定使用者的指纹信息并结合所感测到的指纹信息以产生初始已注册指纹信息。在完成指纹注册操作之后,已注册指纹信息可在指纹验证操作中用于验证当前操作电子装置10的使用者的身份。Returning to FIG. 1 , the processor 13 may perform fingerprint registration operations and fingerprint verification operations. The fingerprint registration operation is used to initially register the user's fingerprint information. For example, in the fingerprint registration operation, the processor 13 may sense the fingerprint information of a specific user through the fingerprint sensor 11 and pair the sensed fingerprint information with the specific user. Then, the processor 13 may store the sensed fingerprint information and the related pairing information to the storage circuit 12 as the registered fingerprint information. In one embodiment, the registered fingerprint information stored through the fingerprint registration operation is also referred to as initial registered fingerprint information. It should be noted that, in the fingerprint registration operation, the processor 13 can also sense the fingerprint information of a specific user multiple times through the fingerprint sensor 11 and combine the sensed fingerprint information to generate the initial registered fingerprint information. After the fingerprint registration operation is completed, the registered fingerprint information can be used in the fingerprint verification operation to verify the identity of the user currently operating the electronic device 10 .

在指纹验证操作中,处理器13可通过指纹传感器11感测指纹信息(也称为待验证指纹信息)。处理器13可比对待验证指纹信息与存储于存储电路12中的已注册指纹信息并判断待验证指纹信息与已注册指纹信息之间的相似性是否符合预设条件。若待验证指纹信息与已注册指纹信息之间的相似性符合预设条件,处理器13可判定所感测的指纹信息通过验证并执行指纹验证操作的验证通过所对应的预设功能。在一实施例中,通过验证的指纹信息也称为已验证指纹信息。然而,若待验证指纹信息与已注册指纹信息之间的相似性不符合预设条件,则处理器13可判定所感测的指纹信息未通过验证且不执行此预设功能。In the fingerprint verification operation, the processor 13 may sense fingerprint information (also referred to as to-be-verified fingerprint information) through the fingerprint sensor 11 . The processor 13 may compare the fingerprint information to be verified with the registered fingerprint information stored in the storage circuit 12 and determine whether the similarity between the fingerprint information to be verified and the registered fingerprint information meets a preset condition. If the similarity between the fingerprint information to be verified and the registered fingerprint information meets the preset condition, the processor 13 may determine that the sensed fingerprint information passes the verification and execute the preset function corresponding to the verification pass of the fingerprint verification operation. In one embodiment, the verified fingerprint information is also referred to as verified fingerprint information. However, if the similarity between the fingerprint information to be verified and the registered fingerprint information does not meet the preset condition, the processor 13 may determine that the sensed fingerprint information fails the verification and does not perform the preset function.

在一实施例中,此预设功能可包括各种需通过身分验证才允许执行的各种应用功能,例如,登入特定应用程序、线上交易或装置解锁等等。换言之,指纹验证操作可作为传统密码验证的替代手段。在一实施例中,指纹验证操作可以搭配密码验证操作使用。例如,若指纹验证机制与密码验证机制同时启用,则使用者需要同时通过指纹验证操作与密码验证操作才可以控制处理器13执行预设功能。在另一实施例中,指纹验证操作也可以搭配脸部验证和/或虹膜验证等各式验证机制使用,本发明不加以限制。In one embodiment, the preset function may include various application functions that are allowed to be executed only through authentication, such as logging in to a specific application, online transaction or device unlocking, and so on. In other words, fingerprint authentication can be used as an alternative to traditional password authentication. In one embodiment, the fingerprint verification operation may be used in conjunction with the password verification operation. For example, if the fingerprint verification mechanism and the password verification mechanism are enabled at the same time, the user needs to pass the fingerprint verification operation and the password verification operation at the same time to control the processor 13 to perform the preset function. In another embodiment, the fingerprint verification operation can also be used with various verification mechanisms such as face verification and/or iris verification, which is not limited in the present invention.

在一实施例中,处理器13可根据待验证指纹信息与已注册指纹信息执行指纹图像比对,以判断待验证指纹信息与已注册指纹信息之间的相似性是否符合预设条件。例如,处理器13可比对待验证指纹信息与已注册指纹信息以获得图像重叠信息。然后,处理器13可根据图像重叠信息判断待验证指纹信息与已注册指纹信息之间的相似性是否符合预设条件。图像重叠信息可反映待验证指纹信息与已注册指纹信息彼此的吻合程度。若图像重叠信息反映待验证指纹信息与已注册指纹信息之间的吻合程度高于预设程度,处理器13可判定待验证指纹信息与已注册指纹信息之间的相似性符合预设条件。反之,若图像重叠信息反映待验证指纹信息与已注册指纹信息之间的吻合程度不高于预设程度,则处理器13可判定待验证指纹信息与已注册指纹信息之间的相似性不符合预设条件。In one embodiment, the processor 13 may perform fingerprint image comparison according to the fingerprint information to be verified and the registered fingerprint information to determine whether the similarity between the fingerprint information to be verified and the registered fingerprint information meets a preset condition. For example, the processor 13 may compare the fingerprint information to be verified with the registered fingerprint information to obtain image overlay information. Then, the processor 13 can determine whether the similarity between the fingerprint information to be verified and the registered fingerprint information meets the preset condition according to the image overlapping information. The image overlapping information can reflect the matching degree between the fingerprint information to be verified and the registered fingerprint information. If the image overlap information reflects that the matching degree between the fingerprint information to be verified and the registered fingerprint information is higher than the preset degree, the processor 13 may determine that the similarity between the fingerprint information to be verified and the registered fingerprint information meets the preset condition. Conversely, if the image overlap information reflects that the degree of agreement between the fingerprint information to be verified and the registered fingerprint information is not higher than the preset degree, the processor 13 may determine that the similarity between the fingerprint information to be verified and the registered fingerprint information does not match. preset conditions.

图4至图6是根据本发明的一实施例所示出的指纹图像比对的示意图。请参照图4至图6,处理器13可分别将待验证指纹信息与已注册指纹信息转换为待验证指纹图像41与已注册指纹图像51。在执行指纹图像比对后,处理器13可获得待验证指纹图像41与已注册指纹图像51之间的图像重叠区域601。换言之,待验证指纹信息对应于待验证指纹图像41,已注册指纹信息对应于已注册指纹图像51,并且图像重叠信息对应于待验证指纹图像与已注册指纹图像之间的图像重叠区域601。4 to 6 are schematic diagrams of fingerprint image comparison according to an embodiment of the present invention. Referring to FIG. 4 to FIG. 6 , the processor 13 can convert the fingerprint information to be verified and the registered fingerprint information into the fingerprint image to be verified 41 and the registered fingerprint image 51 , respectively. After the fingerprint image comparison is performed, the processor 13 can obtain the image overlapping area 601 between the fingerprint image 41 to be verified and the registered fingerprint image 51 . In other words, the fingerprint information to be verified corresponds to the fingerprint image to be verified 41 , the registered fingerprint information corresponds to the registered fingerprint image 51 , and the image overlap information corresponds to the image overlapping area 601 between the fingerprint image to be verified and the registered fingerprint image.

在一实施例中,处理器13可比对待验证指纹图像41与已注册指纹图像51。根据比对结果,处理器13可在待验证指纹图像41与已注册指纹图像51上分别设定至少两个特征点。以待验证指纹图像41上的特征点401与402以及已注册指纹图像51上的特征点501与502为例,在将待验证指纹图像41向右旋转90度之后,特征点401的涵盖范围内的图像内容实质上相同于特征点501的涵盖范围内的图像内容,并且特征点402的涵盖范围内的图像内容实质上相同于特征点502的涵盖范围内的图像内容。通过将待验证指纹图像41与已注册指纹图像51的至少其中之一旋转特定角度并进行图像比对,处理器13可决定特征点401、402、501及502。In one embodiment, the processor 13 may compare the fingerprint image 41 to be verified with the registered fingerprint image 51 . According to the comparison result, the processor 13 may respectively set at least two feature points on the fingerprint image 41 to be verified and the registered fingerprint image 51 . Taking the feature points 401 and 402 on the fingerprint image 41 to be verified and the feature points 501 and 502 on the registered fingerprint image 51 as examples, after the fingerprint image 41 to be verified is rotated 90 degrees to the right, the feature points 401 are within the coverage range. The image content of the feature point 501 is substantially the same as the image content within the coverage range of the feature point 501 , and the image content within the coverage range of the feature point 402 is substantially the same as the image content within the coverage range of the feature point 502 . The processor 13 can determine the feature points 401 , 402 , 501 and 502 by rotating at least one of the fingerprint image 41 to be verified and at least one of the registered fingerprint images 51 by a specific angle and comparing the images.

在决定特征点401、402、501及502之后,处理器13可根据特征点401、402、501及502将待验证指纹图像41与已注册指纹图像51至少部分重叠,以获得图像重叠区域601。例如,在将待验证指纹图像41向右旋转90度之后,处理器13可将特征点401定位到特征点501并且将特征点402定位到特征点502,从而将待验证指纹图像41与已注册指纹图像51叠合成为叠合图像61。处理器13可识别叠合图像61内的图像重叠区域601。在图像重叠区域601内,待验证指纹图像41的图像内容与已注册指纹图像51的图像内容实质上相同。须注意的是,前述实施例中提及的实质上相同,可以是指完全相同或考量到噪声引起的误差的概略相同。在一实施例中,处理器13还可以采用其他的图像比对技术来确定图像重叠区域601,本发明不加以限制。After determining the feature points 401 , 402 , 501 and 502 , the processor 13 can at least partially overlap the fingerprint image 41 to be verified and the registered fingerprint image 51 according to the feature points 401 , 402 , 501 and 502 to obtain an image overlapping area 601 . For example, after rotating the fingerprint image 41 to be verified by 90 degrees to the right, the processor 13 may locate the feature point 401 to the feature point 501 and the feature point 402 to the feature point 502, thereby linking the fingerprint image 41 to be verified with the registered The fingerprint image 51 is superimposed into a superimposed image 61 . Processor 13 may identify image overlap regions 601 within superimposed image 61 . In the image overlapping area 601 , the image content of the fingerprint image 41 to be verified is substantially the same as the image content of the registered fingerprint image 51 . It should be noted that, the substantially same mentioned in the foregoing embodiments may refer to the exact same or roughly the same considering the error caused by noise. In an embodiment, the processor 13 may also use other image comparison techniques to determine the image overlapping area 601, which is not limited in the present invention.

在一实施例中,处理器13可判断图像重叠区域601的面积是否超过一预设面积。若图像重叠区域601的面积超过预设面积,表示待验证指纹信息与已注册指纹信息之间的吻合程度高于预设程度,因此处理器13可判定待验证指纹信息与已注册指纹信息之间的相似性符合预设条件。反之,若图像重叠区域601的面积不超过预设面积,表示待验证指纹信息与已注册指纹信息之间的吻合程度不高于预设程度,因此处理器13可判定待验证指纹信息与已注册指纹信息之间的相似性不符合预设条件。In one embodiment, the processor 13 can determine whether the area of the image overlapping area 601 exceeds a predetermined area. If the area of the image overlapping area 601 exceeds the preset area, it means that the matching degree between the fingerprint information to be verified and the registered fingerprint information is higher than the preset degree, so the processor 13 can determine the difference between the fingerprint information to be verified and the registered fingerprint information. The similarity meets the preset conditions. On the contrary, if the area of the image overlapping area 601 does not exceed the preset area, it means that the matching degree between the fingerprint information to be verified and the registered fingerprint information is not higher than the preset degree, so the processor 13 can determine the fingerprint information to be verified and the registered fingerprint information. The similarity between fingerprint information does not meet the preset conditions.

在一实施例中,图像重叠区域601的面积可以是以像素(pixel)数目或其他图像单位的数目为衡量基准。此外,虽然图6的实施例是以连续的区域作为图像重叠区域601的范例,但在另一实施例中,图像重叠区域601也可以是不连续的区域(例如包含数个彼此分离的区域)。或者,在另一实施例中,处理器13还可以根据图像重叠区域601的面积占已注册指纹图像51的总面积的比例是否超过一预设比例等与图像重叠区域601相关的要素,来判断待验证指纹信息与已注册指纹信息之间的相似性是否符合预设条件,本发明不加以限制。In one embodiment, the area of the image overlapping area 601 may be measured in terms of the number of pixels (pixels) or the number of other image units. In addition, although the embodiment of FIG. 6 uses a continuous area as an example of the image overlapping area 601, in another embodiment, the image overlapping area 601 may also be a discontinuous area (eg, including several areas separated from each other) . Or, in another embodiment, the processor 13 can also judge whether the ratio of the area of the image overlapping area 601 to the total area of the registered fingerprint image 51 exceeds a predetermined ratio and other factors related to the image overlapping area 601 , etc. Whether the similarity between the fingerprint information to be verified and the registered fingerprint information meets the preset condition is not limited in the present invention.

在一实施例中,若判定待验证指纹信息与已注册指纹信息之间的相似性符合预设条件,处理器13还会根据通过验证的指纹信息(即已验证指纹信息)更新已注册指纹信息。例如,处理器13可滤除已验证指纹信息的一部分指纹信息(也称为第一部分指纹信息)并结合已注册指纹信息与已验证指纹信息中的另一部分指纹信息(也称为第二部分指纹信息)。In one embodiment, if it is determined that the similarity between the fingerprint information to be verified and the registered fingerprint information meets a preset condition, the processor 13 will also update the registered fingerprint information according to the verified fingerprint information (that is, the verified fingerprint information). . For example, the processor 13 may filter out a part of the fingerprint information (also referred to as the first part of fingerprint information) of the verified fingerprint information and combine the registered fingerprint information with another part of the fingerprint information (also referred to as the second part of the fingerprint information) in the verified fingerprint information information).

以图6为例,在判定待验证指纹信息41与已注册指纹信息51之间的相似性符合预设条件之后,处理器13可滤除已验证指纹图像41中对应于图像重叠区域601的指纹图像(即已验证指纹图像41中包含于图像重叠区域601内的指纹图像)并将已注册指纹图像51与已验证指纹图像41中的剩余指纹图像(即已验证指纹图像41中未被滤除的指纹图像)结合,以形成类似于叠合图像61的指纹图像。此外,在指纹图像的结合操作中,处理器13也可采用边缘平滑或图像填补等操作,本发明不加以限制。通过前述图像结合而产生的指纹图像所对应的指纹信息(即经更新的已注册指纹信息)可被存储至存储电路12以取代已注册指纹图像51并且被用于下一次的指纹验证操作。Taking FIG. 6 as an example, after determining that the similarity between the fingerprint information 41 to be verified and the registered fingerprint information 51 meets the preset condition, the processor 13 can filter out the fingerprints corresponding to the image overlapping area 601 in the verified fingerprint image 41. image (i.e. the fingerprint image in the verified fingerprint image 41 contained within the image overlap area 601) and the registered fingerprint image 51 with the remaining fingerprint images in the verified fingerprint image 41 (i.e. in the verified fingerprint image 41 that are not filtered out) the fingerprint image) to form a fingerprint image similar to the superimposed image 61. In addition, in the operation of combining fingerprint images, the processor 13 may also perform operations such as edge smoothing or image filling, which is not limited in the present invention. The fingerprint information corresponding to the fingerprint image generated by the aforementioned image combination (ie, the updated registered fingerprint information) may be stored in the storage circuit 12 to replace the registered fingerprint image 51 and used for the next fingerprint verification operation.

图7是根据本发明的一实施例所示出的更新已注册指纹信息的示意图。请参照图7,假设对应于指纹图像71的已注册指纹信息是在指纹注册操作中被注册并且被存储。指纹图像71也称为初始指纹图像。经过使用指纹图像71的某一次的指纹验证操作之后,对应于指纹图像71的已注册指纹信息可被更新为对应于指纹图像73的已注册指纹信息。指纹图像73的面积大于指纹图像71的面积。相较于指纹图像71,指纹图像73还包括指纹图像72。例如,指纹图像73可通过结合指纹图像71与指纹图像72而获得。对应于指纹图像73的已注册指纹信息可被用于下一次的指纹验证操作。FIG. 7 is a schematic diagram of updating registered fingerprint information according to an embodiment of the present invention. Referring to FIG. 7, it is assumed that the registered fingerprint information corresponding to the fingerprint image 71 is registered and stored in the fingerprint registration operation. The fingerprint image 71 is also referred to as an initial fingerprint image. After a certain fingerprint verification operation using the fingerprint image 71 , the registered fingerprint information corresponding to the fingerprint image 71 may be updated to the registered fingerprint information corresponding to the fingerprint image 73 . The area of the fingerprint image 73 is larger than that of the fingerprint image 71 . Compared to the fingerprint image 71 , the fingerprint image 73 also includes the fingerprint image 72 . For example, the fingerprint image 73 may be obtained by combining the fingerprint image 71 and the fingerprint image 72 . The registered fingerprint information corresponding to the fingerprint image 73 can be used for the next fingerprint verification operation.

在经过使用指纹图像73的下一次的指纹验证操作之后,对应于指纹图像73的已注册指纹信息可被更新为对应于指纹图像75的已注册指纹信息。指纹图像75的面积大于指纹图像73的面积。相较于指纹图像73,指纹图像75还包括指纹图像74。例如,指纹图像75可通过结合指纹图像73与指纹图像74而获得。对应于指纹图像75的已注册指纹信息可被用于下一次的指纹验证操作。在经过使用指纹图像75的下一次的指纹验证操作之后,对应于指纹图像75的已注册指纹信息可被更新为对应于指纹图像77的已注册指纹信息。指纹图像77的面积大于指纹图像75的面积。相较于指纹图像75,指纹图像77还包括指纹图像76。例如,指纹图像77可通过结合指纹图像75与指纹图像76而获得。After the next fingerprint verification operation using the fingerprint image 73 , the registered fingerprint information corresponding to the fingerprint image 73 may be updated to the registered fingerprint information corresponding to the fingerprint image 75 . The area of the fingerprint image 75 is larger than that of the fingerprint image 73 . Fingerprint image 75 also includes fingerprint image 74 in comparison to fingerprint image 73 . For example, fingerprint image 75 may be obtained by combining fingerprint image 73 and fingerprint image 74 . The registered fingerprint information corresponding to the fingerprint image 75 can be used for the next fingerprint verification operation. After the next fingerprint verification operation using the fingerprint image 75 , the registered fingerprint information corresponding to the fingerprint image 75 may be updated to the registered fingerprint information corresponding to the fingerprint image 77 . The area of the fingerprint image 77 is larger than that of the fingerprint image 75 . Compared to fingerprint image 75 , fingerprint image 77 also includes fingerprint image 76 . For example, fingerprint image 77 may be obtained by combining fingerprint image 75 with fingerprint image 76 .

换言之,在成功完成至少一次的指纹验证操作之后,不需要重新执行指纹注册操作,反映同一个使用者的同一个手指上不同位置的指纹的指纹信息也可逐渐被收集并结合为新的已注册指纹信息,提高往后执行指纹验证的效率。In other words, after the fingerprint verification operation is successfully completed at least once, there is no need to re-execute the fingerprint registration operation, and the fingerprint information reflecting the fingerprints of different positions on the same finger of the same user can also be gradually collected and combined into a new registered Fingerprint information to improve the efficiency of fingerprint verification in the future.

图8是根据本发明的一实施例所示出的指纹验证方法的流程图。请参照图8,在步骤S801中,通过指纹传感器执行指纹注册操作并将已注册指纹信息存储至存储电路。在步骤S802中,在指纹验证操作中,通过指纹传感器感测待验证指纹信息。在步骤S803中,判断待验证指纹信息与已注册指纹信息之间的相似性是否符合预设条件。若待验证指纹信息与已注册指纹信息之间的相似性不符合预设条件,在步骤S804中,判定验证失败且不执行指纹验证操作的验证通过所对应的预设功能。然而,若待验证指纹信息与已注册指纹信息之间的相似性符合预设条件,在步骤S805中,执行指纹验证操作的验证通过所对应的预设功能。在步骤S806中,根据已验证指纹信息更新已注册指纹信息。FIG. 8 is a flowchart of a fingerprint verification method according to an embodiment of the present invention. Referring to FIG. 8, in step S801, a fingerprint registration operation is performed by a fingerprint sensor and the registered fingerprint information is stored in a storage circuit. In step S802, in the fingerprint verification operation, the fingerprint information to be verified is sensed by the fingerprint sensor. In step S803, it is determined whether the similarity between the fingerprint information to be verified and the registered fingerprint information meets a preset condition. If the similarity between the fingerprint information to be verified and the registered fingerprint information does not meet the preset condition, in step S804, it is determined that the verification fails and the preset function corresponding to the verification pass of the fingerprint verification operation is not performed. However, if the similarity between the fingerprint information to be verified and the registered fingerprint information meets the preset condition, in step S805, the verification of the fingerprint verification operation is performed to pass the corresponding preset function. In step S806, the registered fingerprint information is updated according to the verified fingerprint information.

图8中各步骤已详细说明如上,在此便不再赘述。值得注意的是,图8中各步骤可以实作为多个程序码或是电路,本发明不加以限制。此外,图8的方法可以搭配以上范例实施例使用,也可以单独使用,本发明不加以限制。Each step in FIG. 8 has been described in detail above, and will not be repeated here. It is worth noting that each step in FIG. 8 can be implemented as a plurality of program codes or circuits, which is not limited by the present invention. In addition, the method of FIG. 8 can be used in conjunction with the above exemplary embodiments, or can be used alone, which is not limited in the present invention.

综上所述,在完成指纹注册操作后,一个(初始)已注册指纹信息可被存储。尔后,在使用者操作电子装置的过程中,不需要重新执行指纹注册操作,已注册指纹信息也可以随着使用者一次次的执行指纹验证操作而自动地在背景更新。此外,通过将已注册指纹信息的更新操作设定为随着指纹验证操作执行,也可以缩减指纹注册操作所需要检测的指纹面积和/或减少指纹注册操作中检测指纹信息的次数,从而加快指纹注册操作的执行。特别是,对于感测面较小的指纹传感器来说,由于使用者的手指指纹难以在指纹注册操作中快速且完整地输入,因此本发明缩短执行指纹注册操作的时间并提高往后指纹验证操作的验证成功率的效果可更加明显。To sum up, after completing the fingerprint registration operation, an (initial) registered fingerprint information can be stored. Thereafter, when the user operates the electronic device, there is no need to perform the fingerprint registration operation again, and the registered fingerprint information can also be automatically updated in the background as the user performs the fingerprint verification operation again and again. In addition, by setting the update operation of the registered fingerprint information to be performed along with the fingerprint verification operation, it is also possible to reduce the area of the fingerprint that needs to be detected in the fingerprint registration operation and/or reduce the number of times the fingerprint information is detected in the fingerprint registration operation, thereby speeding up the fingerprinting process. Execution of the registration operation. Especially, for a fingerprint sensor with a small sensing surface, since it is difficult for the user's finger fingerprint to be input quickly and completely during the fingerprint registration operation, the present invention shortens the time for performing the fingerprint registration operation and improves the subsequent fingerprint verification operation. The effect of the verification success rate can be more obvious.

虽然本发明已以实施例揭示如上,然其并非用以限定本发明,任何所属技术领域中技术人员,在不脱离本发明的精神和范围内,当可作些许的更改与润饰,故本发明的保护范围当视权利要求所界定者为准。Although the present invention has been disclosed above with examples, it is not intended to limit the present invention. Any person skilled in the art can make some changes and modifications without departing from the spirit and scope of the present invention. Therefore, the present invention The scope of protection shall be subject to those defined in the claims.

Claims (10)

1. a kind of fingerprint authentication method, for the electronic device with fingerprint sensor and storage circuit, which is characterized in that described Fingerprint authentication method includes:
Fingerprint register operation is executed by the fingerprint sensor and stores registered finger print information to the storage circuit;
In fingerprint verification operation, finger print information to be verified is sensed by the fingerprint sensor;And
If the similitude between the finger print information to be verified and the registered finger print information meets preset condition, described in execution Fingerprint verification operation is verified corresponding preset function, and according to having verified that finger print information updates the registered fingerprint Information.
2. fingerprint authentication method according to claim 1, further includes:
The finger print information to be verified and the registered finger print information are compared to obtain image overlay information;And
Described in being judged between the finger print information to be verified and the registered finger print information according to described image overlay information Whether similitude meets the preset condition.
3. fingerprint authentication method according to claim 2, wherein the finger print information to be verified corresponds to fingerprint to be verified Image, the registered finger print information correspond to registered fingerprint image, and described image overlay information corresponds to described to be verified Image overlapping region between fingerprint image and the registered fingerprint image, and compare the finger print information to be verified with it is described Registered finger print information includes: the step of described image overlay information to obtain
Compare the fingerprint image to be verified and the registered fingerprint image;
At least two spies are set separately in the fingerprint image to be verified and the registered fingerprint image according to comparison result Sign point;And
The fingerprint image to be verified or the registered fingerprint image are rotated and overlap based at least two characteristic points, with Obtain described image overlapping region.
4. fingerprint authentication method according to claim 3, wherein having verified that finger print information updates described infused according to Volume finger print information the step of include:
Filter out the fingerprint image for having verified that and corresponding to described image overlapping region in fingerprint image;And
In conjunction with the registered fingerprint image and the remaining fingerprint image having verified that in fingerprint image.
5. fingerprint authentication method according to claim 1, wherein having verified that finger print information updates described infused according to Volume finger print information the step of include:
Filter out the first part's finger print information for having verified that finger print information;And
In conjunction with the registered finger print information and the second part finger print information having verified that in finger print information.
6. a kind of electronic device characterized by comprising
Fingerprint sensor;
Storage circuit;And
Processor couples the fingerprint sensor and the storage circuit,
Wherein the processor is to execute fingerprint register operation by the fingerprint sensor and deposit registered finger print information It stores up to the storage circuit,
In fingerprint verification operation, the processor also senses finger print information to be verified to pass through the fingerprint sensor, and And
If the similitude between the finger print information to be verified and the registered finger print information meets preset condition, the processing Device is also verified corresponding preset function and according to having verified that finger print information more to execute the fingerprint verification operation The new registered finger print information.
7. electronic device according to claim 6, wherein the processor is also to compare the finger print information to be verified With the registered finger print information to obtain image overlay information, and
The processor is also to judge the finger print information to be verified and the registered finger according to described image overlay information Whether the similitude between line information meets the preset condition.
8. electronic device according to claim 7, wherein the finger print information to be verified corresponds to fingerprint image to be verified, The registered finger print information corresponds to registered fingerprint image, and described image overlay information corresponds to the fingerprint image to be verified As and the image overlapping region between the registered fingerprint image, and the processor compare the finger print information to be verified with The registered finger print information includes: with the operation for obtaining described image overlay information
Compare the fingerprint image to be verified and the registered fingerprint image;
At least two spies are set separately in the fingerprint image to be verified and the registered fingerprint image according to comparison result Sign point;And
The fingerprint image to be verified or the registered fingerprint image are rotated based at least two characteristic points, to obtain State image overlapping region.
9. electronic device according to claim 8, wherein the processor has verified that finger print information updates institute according to The operation for stating registered finger print information includes:
Filter out the fingerprint image for having verified that and corresponding to described image overlapping region in fingerprint image;And
In conjunction with the registered fingerprint image and the remaining fingerprint image having verified that in fingerprint image.
10. electronic device according to claim 6, wherein the processor has verified that finger print information updates institute according to The step of stating registered finger print information include:
Filter out the first part's finger print information for having verified that finger print information;And
In conjunction with the registered finger print information and the second part finger print information having verified that in finger print information.
CN201711339537.0A 2017-12-14 2017-12-14 Fingerprint verification method and electronic device Withdrawn CN109960911A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711339537.0A CN109960911A (en) 2017-12-14 2017-12-14 Fingerprint verification method and electronic device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711339537.0A CN109960911A (en) 2017-12-14 2017-12-14 Fingerprint verification method and electronic device

Publications (1)

Publication Number Publication Date
CN109960911A true CN109960911A (en) 2019-07-02

Family

ID=67018004

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711339537.0A Withdrawn CN109960911A (en) 2017-12-14 2017-12-14 Fingerprint verification method and electronic device

Country Status (1)

Country Link
CN (1) CN109960911A (en)

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2161676A1 (en) * 2008-09-05 2010-03-10 Fujitsu Limited Fingerprint authentication device, fingerprint authentication program, and fingerprint authentication method
CN102708360A (en) * 2012-05-09 2012-10-03 深圳市亚略特生物识别科技有限公司 Method for generating and automatically updating fingerprint template
CN105205439A (en) * 2015-02-13 2015-12-30 比亚迪股份有限公司 Method for calculating area of fingerprint overlapping region and electronic device
CN105447437A (en) * 2015-02-13 2016-03-30 比亚迪股份有限公司 Fingerprint identification method and device
CN105469022A (en) * 2014-09-11 2016-04-06 联想(北京)有限公司 Fingerprint registration method and system and electronic equipment
US20160147987A1 (en) * 2013-07-18 2016-05-26 Samsung Electronics Co., Ltd. Biometrics-based authentication method and apparatus
CN106716446A (en) * 2015-07-01 2017-05-24 指纹卡有限公司 Fingerprint authentication with template updating
CN106934331A (en) * 2015-12-31 2017-07-07 成都艾德沃传感技术有限公司 A kind of fingerprint image joining method and device

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2161676A1 (en) * 2008-09-05 2010-03-10 Fujitsu Limited Fingerprint authentication device, fingerprint authentication program, and fingerprint authentication method
CN102708360A (en) * 2012-05-09 2012-10-03 深圳市亚略特生物识别科技有限公司 Method for generating and automatically updating fingerprint template
US20160147987A1 (en) * 2013-07-18 2016-05-26 Samsung Electronics Co., Ltd. Biometrics-based authentication method and apparatus
CN105469022A (en) * 2014-09-11 2016-04-06 联想(北京)有限公司 Fingerprint registration method and system and electronic equipment
CN105205439A (en) * 2015-02-13 2015-12-30 比亚迪股份有限公司 Method for calculating area of fingerprint overlapping region and electronic device
CN105447437A (en) * 2015-02-13 2016-03-30 比亚迪股份有限公司 Fingerprint identification method and device
CN106716446A (en) * 2015-07-01 2017-05-24 指纹卡有限公司 Fingerprint authentication with template updating
CN106934331A (en) * 2015-12-31 2017-07-07 成都艾德沃传感技术有限公司 A kind of fingerprint image joining method and device

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
魏明 等: "浅谈如何提高指纹自动识别系统的比中率", 《黑龙江科技信息》 *

Similar Documents

Publication Publication Date Title
TWI592854B (en) Fingerprint authentication using touch sensor data
KR102614046B1 (en) Method for obtaining bio data and an electronic device thereof
CN106779722B (en) A kind of method of payment and mobile terminal of mobile terminal
CN107223254A (en) The biological characteristic run in the background is set
CN106445328B (en) A mobile terminal screen unlocking method and mobile terminal
CN105843500A (en) Electronic device with fingerprint sensor operating in vector mode
CN106331509B (en) A camera method and mobile terminal
CN106326713A (en) Unlocking method for screen of mobile terminal and mobile terminal
CN109117704A (en) Pressure identification device and electronic device including Pressure identification device
WO2020015587A1 (en) Unlocking method, device and storage medium
CN107959789A (en) A kind of image processing method and mobile terminal
WO2020118491A1 (en) Fingerprint recognition-based interaction method, electronic device and related device
CN107480500A (en) The method and mobile terminal of a kind of face verification
CN107590465A (en) A kind of image processing method and mobile terminal
CN107220826A (en) A kind of method of payment and mobile terminal
TWI678634B (en) Fingerprint authentication method and electronic device
CN107087075A (en) A prompt method and mobile terminal based on screen fingerprint recognition
CN107025024B (en) A kind of method preventing mobile terminal maloperation and mobile terminal
US11216640B2 (en) Method and system for transitioning a device controller of an electronic device from an at least partly inactive mode to an at least partly active mode
WO2018227584A1 (en) Method, device, and equipment for fingerprint recognition
CN107408208A (en) Method and fingerprint sensing system for analyzing biometrics of a user
CN106874044A (en) A kind of camera changing method and mobile terminal
CN107644158A (en) A kind of face identification method and mobile terminal
CN113918908A (en) Method and device for fingerprint authentication
CN109960911A (en) Fingerprint verification method and electronic device

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
WW01 Invention patent application withdrawn after publication

Application publication date: 20190702

WW01 Invention patent application withdrawn after publication