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CN110248025B - Identity recognition method, device and storage medium for multi-fingerprint and palm print information - Google Patents

Identity recognition method, device and storage medium for multi-fingerprint and palm print information Download PDF

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CN110248025B
CN110248025B CN201910507196.6A CN201910507196A CN110248025B CN 110248025 B CN110248025 B CN 110248025B CN 201910507196 A CN201910507196 A CN 201910507196A CN 110248025 B CN110248025 B CN 110248025B
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fingerprint
palm print
user
preset
finger
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CN110248025A (en
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秦曙光
陈家峰
季英会
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Readboy Education Technology Co Ltd
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    • 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
    • G06V40/1365Matching; Classification
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M1/00Substation equipment, e.g. for use by subscribers
    • H04M1/72Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/724User interfaces specially adapted for cordless or mobile telephones
    • H04M1/72448User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
    • H04M1/72463User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions to restrict the functionality of the device
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M1/00Substation equipment, e.g. for use by subscribers
    • H04M1/72Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/724User interfaces specially adapted for cordless or mobile telephones
    • H04M1/72484User interfaces specially adapted for cordless or mobile telephones wherein functions are triggered by incoming communication events
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M2250/00Details of telephonic subscriber devices
    • H04M2250/12Details of telephonic subscriber devices including a sensor for measuring a physical value, e.g. temperature or motion

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  • Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Collating Specific Patterns (AREA)

Abstract

The invention discloses an identity identification method based on combination of multi-finger fingerprints and palmprints, which comprises the steps of inputting finger fingerprint and palmprint information through sensors arranged on a rear shell and side edges of terminal equipment, setting a security verification database, and sequentially acquiring user line information through the sensors by a CPU (central processing unit) of the terminal equipment and storing the user line information into the database; and when identity recognition is carried out, comparing and calculating to obtain whether the fingerprint and palm print line information acquired by the sensor in real time with database data to obtain matching, if so, carrying out identity verification, and executing preset operation corresponding to the preset line information, wherein the preset operation comprises awakening the terminal and/or unlocking the terminal equipment. The invention deals with various ways of holding the mobile phone by collecting, inputting, comparing and calculating the multi-finger fingerprint and the palm print, and gives a difference of adjusting the gesture of holding the mobile phone for fingerprint identification, removing the gesture adjusting time, and the identification is more efficient and the user experience is better.

Description

多指纹与掌纹信息的身份识别方法、装置及存储介质Identification method, device and storage medium for multi-fingerprint and palmprint information

技术领域technical field

本发明涉及计算机安全技术领域,尤其涉及一种多指纹与掌纹信息的身份识别方法、装置及存储介质。The invention relates to the technical field of computer security, and in particular, to an identity identification method, device and storage medium for multi-fingerprint and palmprint information.

背景技术Background technique

随着科技的发展,终端设备在人们日常生活的应用越来越广泛,并且,该终端设备的安全也越来越重要。由于生物特征的唯一性、不变性及方便性,采用生物特征识别技术对终端设备进行加密及控制可有效保证较高的安全性。指纹识别作为常用的一种生物特征识别技术,相关技术中,通常可根据采集到的一个指纹的信息进行指纹识别。With the development of science and technology, terminal equipment is more and more widely used in people's daily life, and the security of the terminal equipment is more and more important. Due to the uniqueness, invariance and convenience of biometrics, the use of biometric identification technology to encrypt and control terminal equipment can effectively ensure high security. Fingerprint identification is a commonly used biometric identification technology. In related technologies, fingerprint identification can usually be performed according to the information of a fingerprint collected.

目前市场上主要销售的智能手机指纹识别方式大概三种:1、将指纹解锁感应器放在手机背面的一个小孔里面;2、将指纹解锁感应器放在手机正面home键位置;3、将指纹解锁感应器放在手机正面显示屏下方的一小块地方。At present, there are three main ways of fingerprint recognition for smartphones on the market: 1. Put the fingerprint unlocking sensor in a small hole on the back of the phone; 2. Put the fingerprint unlocking sensor on the home button on the front of the phone; 3. Put the fingerprint unlocking sensor on the front of the phone The fingerprint unlock sensor is placed in a small area below the display on the front of the phone.

而这上述三种方式都有共同的不足之处:1、使用指纹功能时需要刻意将手指放到特定的位置才能识别;2、只对单手指指纹采集计算精确度低;3、很容易被复制;4、对于一些超大屏手机或者手比较小的用户来说,想要手指能放到指纹感应器上可能还需调整拿手机的位置;5、针对于全面屏手机,屏下指纹识别模块价格太过高昂;The above three methods have common shortcomings: 1. When using the fingerprint function, you need to deliberately place the finger in a specific position to identify; 2. The calculation accuracy of only single-finger fingerprint collection is low; 3. It is easy to be detected Copy; 4. For some ultra-large-screen mobile phones or users with relatively small hands, it may be necessary to adjust the position of the mobile phone if they want to place their fingers on the fingerprint sensor; 5. For full-screen mobile phones, the fingerprint recognition module under the screen the price is too high;

发明内容SUMMARY OF THE INVENTION

本发明旨在至少解决现有技术中存在的技术问题。为此,本发明公开了一种基于多手指指纹与掌纹结合的身份识别方法,通过设置于终端设备后壳及侧边上的传感器录入手指指纹与掌纹信息,并设置安全验证数据库,终端设备CPU通过所述传感器依次获取的使用者纹路信息并存储到数据库;在进行身份识别时,根据所述传感器实时采集到的手指及掌纹纹路信息与数据库数据进行比对计算得出是否匹配,若匹配则通过身份验证,执行与所述预设纹路信息对应的预设操作,所述预设操作包括唤醒所述终端和/或解锁所述终端设备。The present invention aims to at least solve the technical problems existing in the prior art. To this end, the present invention discloses an identity recognition method based on the combination of multi-finger fingerprints and palm prints. The information of finger prints and palm prints is recorded through sensors arranged on the back shell and side of the terminal device, and a security verification database is set up. The device CPU sequentially obtains the user's texture information through the sensor and stores it in the database; when performing identification, it compares the finger and palm texture information collected by the sensor in real time with the database data to determine whether it matches, If there is a match, identity verification is passed, and a preset operation corresponding to the preset texture information is performed, where the preset operation includes waking up the terminal and/or unlocking the terminal device.

更进一步地,所述验证数据库进一步包括:记录所述后壳及侧边上的传感器获取的掌纹及指纹的传感器位置数据,并构建使用者的手部模型,自动生成所有可能的习惯解锁手型。Further, the verification database further includes: recording the sensor position data of the palmprint and fingerprint acquired by the sensors on the back shell and the side, and constructing the user's hand model, automatically generating all possible habitual unlocking hands. type.

更进一步地,在进行身份验证时,在手指及掌纹纹路信息与数据库数据进行比对计算得出是否匹配之前,优先对比采集的信息生成的手部模型是否与预设的使用者手部模型相匹配,若判断相似度小于预定值则直接判定为身份认证失败,并且不进行手指及掌纹纹路信息的比对。Further, when performing identity verification, prior to comparing the finger and palmprint information with the database data to calculate whether they match, the hand model generated by the collected information is preferentially compared to the preset user hand model. If the similarity is determined to be less than the predetermined value, it is directly determined that the identity authentication fails, and the fingerprint and palm print information is not compared.

更进一步地,所述优先对比采集的信息生成的手部模型是否与预设的使用者手部模型相匹配进一步包括:若判断相似度大于预定值则继续进行手指及掌纹纹路信息的比对。Further, whether the hand model generated by the preferentially comparing the collected information matches the preset user hand model further includes: if it is judged that the similarity is greater than a predetermined value, continuing to compare finger and palm pattern information. .

更进一步地,所述终端设备进一步包括正面显示区域,在进行身份识别时获取用户手指及掌纹在所述正面显示区域的覆盖位置信息,所述覆盖位置信息包括使用者正握及反握终端设备时的手部覆盖于所述正面显示区域的位置信息。Further, the terminal device further includes a front display area, and when performing identity recognition, the coverage position information of the user's fingers and palm prints in the front display area is obtained, and the coverage position information includes the user is holding the terminal and holding the terminal backwards. The position information of the front display area is covered by the hand when the device is in use.

更进一步地,所述传感器为电容纹路传感器。Further, the sensor is a capacitive texture sensor.

更进一步地,所述正面显示区域计算所述覆盖物体图像中所有像素点的的有效面积是否处于预设面积范围内,若超出预设面积范围则判断该覆盖不为掌纹或指纹,所述终端设备不进行身份验证操作。Further, the front display area calculates whether the effective area of all pixels in the image of the covered object is within the preset area range, and if it exceeds the preset area range, it is judged that the coverage is not palmprint or fingerprint. End devices do not perform authentication operations.

更进一步地,所述预设操作包括唤醒所述终端和/或解锁所述终端设备进一步包括:在进行掌纹及指纹纹路信息匹配时,若匹配成功则唤醒所述正面显示区域;若匹配失败,则在保持显示屏处于休眠状态的同时,发出振动提示,以提醒用户继续执行身份验证操作;若验证失败次数达到预设阈值时,唤醒正面显示区域并显示文字信息提示用户指纹匹配失败的原因,以提示用户进行调整,若验证失败次数达到所述预设阈值的两倍时,对终端设备执行锁定操作,禁止预设时间内使用者的所有验证尝试。Further, the preset operation includes waking up the terminal and/or unlocking the terminal device and further includes: when matching palmprint and fingerprint information, if the matching is successful, waking up the front display area; if the matching fails. , while keeping the display screen in a dormant state, a vibration prompt will be issued to remind the user to continue to perform the authentication operation; if the number of authentication failures reaches the preset threshold, the front display area will wake up and a text message will be displayed to remind the user of the reason for the failure of fingerprint matching. , to prompt the user to adjust, and if the number of verification failures reaches twice the preset threshold, the terminal device will be locked, and all verification attempts by the user within the preset time will be prohibited.

本发明还公开了一种电子装置,包括:The invention also discloses an electronic device, comprising:

处理器;以及,processor; and,

存储器,用于存储所述处理器的可执行指令;a memory for storing executable instructions for the processor;

其中,所述处理器配置为经由执行所述可执行指令来执行上述任一项所述的基于多手指指纹与掌纹结合的身份识别方法。Wherein, the processor is configured to execute the identification method based on the combination of a multi-finger fingerprint and a palm print according to any one of the above by executing the executable instruction.

本发明还公开了一种计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时实现上述任一项所述的基于多手指指纹与掌纹结合的身份识别方法。The present invention also discloses a computer-readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, implements any one of the above-mentioned identification methods based on the combination of multi-finger fingerprints and palmprints.

本发明与现有技术相比,本发明通过对多手指指纹和掌纹采集、录入、比对计算,可以是任意手指和手掌的任意一个位置,仅仅只有手指接触手机的情况也能识别,仅仅只有手掌接触手机的时候也能识别,手指和手掌同时接触手机也能识别,应对各种各样握手机的方式,告别为了指纹识别还有调整拿手机的姿势,去除调整手势时间,识别更高效,使用者体验更好。Compared with the prior art, the present invention collects, records, and compares the fingerprints and palmprints of multiple fingers, which can be any position of any finger or palm, and can be identified only when the finger touches the mobile phone. It can be recognized only when the palm is in contact with the mobile phone, and the fingers and the palm can also be recognized when they touch the mobile phone at the same time. It can deal with various ways of holding the mobile phone. Say goodbye to the fingerprint recognition and adjust the posture of holding the mobile phone, remove the time to adjust the gesture, and the recognition is more efficient. , the user experience is better.

附图说明Description of drawings

从以下结合附图的描述可以进一步理解本发明。图中的部件不一定按比例绘制,而是将重点放在示出实施例的原理上。在图中,在不同的视图中,相同的附图标记指定对应的部分。The present invention can be further understood from the following description in conjunction with the accompanying drawings. The components in the figures are not necessarily to scale, emphasis instead being placed upon illustrating the principles of the embodiments. In the figures, like reference numerals designate corresponding parts throughout the different views.

图1是本发明的多手指指纹与掌纹结合的身份识别装置的结构图;Fig. 1 is the structure diagram of the multi-finger fingerprint and palm print combined identification device of the present invention;

图2是本发明的基于多手指指纹与掌纹结合的身份识别方法的流程图。FIG. 2 is a flow chart of the identification method based on the combination of multi-finger fingerprints and palm prints of the present invention.

具体实施方式Detailed ways

下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚;完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例,基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clarified below with reference to the accompanying drawings in the embodiments of the present invention; a complete description will be made. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. The embodiments of the present invention, and all other embodiments obtained by those of ordinary skill in the art without creative work, fall within the protection scope of the present invention.

为了使本发明的目的、技术方案和优点更加清楚,下面将结合附图对本发明作进一步地详细描述,显然,所描述的实施例仅仅是本发明一部份实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其它实施例,都属于本发明保护的范围。In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. . Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。需要说明的是,结合附图所阐述的详细描述旨在作为对各种配置的描述,而不旨在表示其中可以实践本文所描述的概念的唯一配置。本文中所记载的装置实施例和方法实施例将在下面的详细描述中进行描述,并在附图中通过各种框、模块、单元、组件、电路、步骤、过程、算法等等(统称为“要素”)来予以示出。这些要素可以使用电子硬件、计算机软件或者其任意组合来实现。至于这些要素是实现为硬件还是软件,取决于特定应用和施加在整体系统上的设计约束。本发明的说明书和权利要求书以及说明书附图中的术语如果使用“第一”、“第二”等描述,该种描述是用于区别不同对象,而不是用于描述特定顺序。The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of the embodiments. It should be noted that the detailed description set forth in connection with the appended drawings is intended as a description of various configurations and is not intended to represent the only configurations in which the concepts described herein may be practiced. Apparatus embodiments and method embodiments described herein are described in the following detailed description and illustrated in the accompanying drawings by various blocks, modules, units, components, circuits, steps, processes, algorithms, etc. (collectively referred to as "elements") are shown. These elements may be implemented using electronic hardware, computer software, or any combination thereof. Whether these elements are implemented as hardware or software depends on the specific application and design constraints imposed on the overall system. If terms such as "first" and "second" are used in the description and claims of the present invention and the drawings in the description, such descriptions are used to distinguish different objects, rather than to describe a specific order.

应当理解,当在本说明书和所附权利要求书中使用时,术语“包括”和“包含”指示所描述特征、整体、步骤、操作、元素和/或组件的存在,但并不排除一个或多个其它特征、整体、步骤、操作、元素、组件和/或其集合的存在或添加。还应当理解,在此本发明说明书中所使用的术语仅仅是出于描述特定实施例的目的而并不意在限制本发明。如在本发明说明书和所附权利要求书中所使用的那样,除非上下文清楚地指明其它情况,否则单数形式的“一”、“一个”及“该”意在包括复数形式。还应当进一步理解,在本发明说明书和所附权利要求书中使用的术语“和/或”是指相关联列出的项中的一个或多个的任何组合以及所有可能组合,并且包括这些组合。It is to be understood that, when used in this specification and the appended claims, the terms "comprising" and "comprising" indicate the presence of the described features, integers, steps, operations, elements and/or components, but do not exclude one or The presence or addition of a number of other features, integers, steps, operations, elements, components, and/or sets thereof. It is also to be understood that the terminology used in this specification of the present invention is for the purpose of describing particular embodiments only and is not intended to limit the present invention. As used in this specification and the appended claims, the singular forms "a," "an," and "the" are intended to include the plural unless the context clearly dictates otherwise. It should further be understood that, as used in this specification and the appended claims, the term "and/or" refers to and including any and all possible combinations of one or more of the associated listed items .

应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.

在后续的描述中,使用用于表示元件的诸如“模块”、“部件”或“单元”的后缀仅为了有利于本发明的说明,其本身没有特定的意义。因此,“模块”、“部件”或“单元”可以混合地使用。In the following description, suffixes such as 'module', 'component' or 'unit' used to represent elements are used only to facilitate the description of the present invention and have no specific meaning per se. Thus, "module", "component" or "unit" may be used interchangeably.

终端可以以各种形式来实施。例如,本发明中描述的终端可以包括诸如手机、平板电脑、笔记本电脑、掌上电脑、个人数字助理(Personal Digital Assistant,PDA)、便捷式媒体播放器(Portable Media Player,PMP)、导航装置、可穿戴设备、智能手环、计步器等移动终端,以及诸如数字TV、台式计算机等固定终端。The terminal may be implemented in various forms. For example, the terminals described in the present invention may include mobile phones, tablet computers, notebook computers, handheld computers, personal digital assistants (Personal Digital Assistant, PDA), portable media players (Portable Media Player, PMP), navigation devices, Mobile terminals such as wearable devices, smart bracelets, and pedometers, as well as stationary terminals such as digital TVs and desktop computers.

后续描述中将以移动终端为例进行说明,本领域技术人员将理解的是,除了特别用于移动目的的元件之外,根据本发明的实施方式的构造也能够应用于固定类型的终端。In the following description, a mobile terminal will be used as an example, and those skilled in the art will understand that, in addition to elements specially used for mobile purposes, the configurations according to the embodiments of the present invention can also be applied to stationary type terminals.

实施例一Example 1

如图1所示的一种基于多手指指纹与掌纹结合的身份识别方法,通过设置于终端设备后壳及侧边上的传感器录入手指指纹与掌纹信息,并设置安全验证数据库,终端设备CPU通过所述传感器依次获取的使用者纹路信息并存储到数据库;在进行身份识别时,根据所述传感器实时采集到的手指及掌纹纹路信息与数据库数据进行比对计算得出是否匹配,若匹配则通过身份验证,执行与所述预设纹路信息对应的预设操作,所述预设操作包括唤醒所述终端和/或解锁所述终端设备。As shown in Figure 1, an identification method based on the combination of multi-finger fingerprints and palm prints is used to input finger print and palm print information through sensors arranged on the back shell and side of the terminal device, and set up a security verification database. The CPU obtains the user's pattern information sequentially through the sensor and stores it in the database; when performing identity recognition, it compares the finger and palm pattern information collected by the sensor in real time with the database data to calculate whether it matches. If it matches, through identity verification, a preset operation corresponding to the preset texture information is performed, and the preset operation includes waking up the terminal and/or unlocking the terminal device.

所述验证数据库进一步包括:记录所述后壳及侧边上的传感器获取的掌纹及指纹的传感器位置数据,并构建使用者的手部模型,自动生成所有可能的习惯解锁手型。在进行身份验证时,在手指及掌纹纹路信息与数据库数据进行比对计算得出是否匹配之前,优先对比采集的信息生成的手部模型是否与预设的使用者手部模型相匹配,若判断相似度小于预定值则直接判定为身份认证失败,并且不进行手指及掌纹纹路信息的比对。所述优先对比采集的信息生成的手部模型是否与预设的使用者手部模型相匹配进一步包括:若判断相似度大于预定值则继续进行手指及掌纹纹路信息的比对。The verification database further includes: recording the sensor position data of palmprint and fingerprint acquired by the sensors on the rear case and the side, and constructing a user's hand model to automatically generate all possible habitual unlocking hand shapes. During identity verification, before comparing the finger and palmprint information with the database data to determine whether they match, the hand model generated by the collected information is first compared to the preset user's hand model. If it is judged that the similarity is less than the predetermined value, it is directly judged that the identity authentication fails, and the fingerprint and palm print information is not compared. Whether the hand model generated by preferentially comparing the collected information matches the preset user hand model further includes: if it is determined that the similarity is greater than a predetermined value, continuing to compare finger and palm pattern information.

本实施例优选地在手机背面下半大半部分和手机两侧下半部分(即阴影部分)整大块都是纹路感应器。感应器与CPU通信,使用该功能时需完成以下步骤:录入手指与掌纹信息,手依次使用各种常用的握手机方式进行录入。CPU通过传感器依次把不同握手机方式的纹路信息存储到数据库。使用时通过纹路感应器采集实时的纹路信息与数据库数据进行比对计算得出是否匹配。In this embodiment, preferably, the entire lower half of the back of the mobile phone and the lower half of both sides of the mobile phone (ie, the shadow portion) are texture sensors. The sensor communicates with the CPU. When using this function, you need to complete the following steps: input the finger and palm print information, and then use various common ways of shaking the phone to input the hand in turn. The CPU sequentially stores the texture information of different ways of shaking the phone to the database through the sensor. When in use, the real-time texture information collected by the texture sensor is compared with the database data to calculate whether it matches.

本实施例通过加设用户的手型对比,在对纹路图像进行匹配之前先过滤掉严重不符合设备主任身份的认证尝试,极大的提高了设备身份识别的效率。In this embodiment, the user's hand shape comparison is added, and authentication attempts that are seriously inconsistent with the identity of the device director are filtered out before the texture images are matched, which greatly improves the efficiency of device identity recognition.

实施例二Embodiment 2

如图2所示,本实施进一步公开了一种基于多手指指纹与掌纹结合的身份识别方法,通过设置于终端设备后壳及侧边上的传感器录入手指指纹与掌纹信息,并设置安全验证数据库,终端设备CPU通过所述传感器依次获取的使用者纹路信息并存储到数据库;在进行身份识别时,根据所述传感器实时采集到的手指及掌纹纹路信息与数据库数据进行比对计算得出是否匹配,若匹配则通过身份验证,执行与所述预设纹路信息对应的预设操作,所述预设操作包括唤醒所述终端和/或解锁所述终端设备。As shown in FIG. 2 , this embodiment further discloses an identification method based on the combination of multi-finger fingerprints and palmprints. The fingerprints and palmprint information are entered through sensors arranged on the back shell and side of the terminal device, and the security is set. Verifying the database, the terminal device CPU sequentially obtains the user's texture information through the sensor and stores it in the database; when performing identity recognition, according to the finger and palm texture information collected in real time by the sensor and the database data are compared and calculated. It is determined whether there is a match, and if there is a match, the identity verification is passed, and a preset operation corresponding to the preset texture information is performed, and the preset operation includes waking up the terminal and/or unlocking the terminal device.

更进一步地,所述验证数据库进一步包括:记录所述后壳及侧边上的传感器获取的掌纹及指纹的传感器位置数据,并构建使用者的手部模型,自动生成所有可能的习惯解锁手型。Further, the verification database further includes: recording the sensor position data of the palmprint and fingerprint acquired by the sensors on the back shell and the side, and constructing the user's hand model, automatically generating all possible habitual unlocking hands. type.

更进一步地,在进行身份验证时,在手指及掌纹纹路信息与数据库数据进行比对计算得出是否匹配之前,优先对比采集的信息生成的手部模型是否与预设的使用者手部模型相匹配,若判断相似度小于预定值则直接判定为身份认证失败,并且不进行手指及掌纹纹路信息的比对。Further, when performing identity verification, prior to comparing the finger and palmprint information with the database data to calculate whether they match, the hand model generated by the collected information is preferentially compared to the preset user hand model. If the similarity is determined to be less than the predetermined value, it is directly determined that the identity authentication fails, and the fingerprint and palm print information is not compared.

更进一步地,所述优先对比采集的信息生成的手部模型是否与预设的使用者手部模型相匹配进一步包括:若判断相似度大于预定值则继续进行手指及掌纹纹路信息的比对。Further, whether the hand model generated by the preferentially comparing the collected information matches the preset user hand model further includes: if it is judged that the similarity is greater than a predetermined value, continuing to compare finger and palm pattern information. .

更进一步地,所述终端设备进一步包括正面显示区域,在进行身份识别时获取用户手指及掌纹在所述正面显示区域的覆盖位置信息,所述覆盖位置信息包括使用者正握及反握终端设备时的手部覆盖于所述正面显示区域的位置信息。Further, the terminal device further includes a front display area, and when performing identity recognition, the coverage position information of the user's fingers and palm prints in the front display area is obtained, and the coverage position information includes the user is holding the terminal and holding the terminal backwards. The position information of the front display area is covered by the hand when the device is in use.

更进一步地,所述传感器为电容纹路传感器。Further, the sensor is a capacitive texture sensor.

更进一步地,所述正面显示区域计算所述覆盖物体图像中所有像素点的的有效面积是否处于预设面积范围内,若超出预设面积范围则判断该覆盖不为掌纹或指纹,所述终端设备不进行身份验证操作。Further, the front display area calculates whether the effective area of all pixels in the image of the covered object is within the preset area range, and if it exceeds the preset area range, it is judged that the coverage is not palmprint or fingerprint. End devices do not perform authentication operations.

更进一步地,所述预设操作包括唤醒所述终端和/或解锁所述终端设备进一步包括:在进行掌纹及指纹纹路信息匹配时,若匹配成功则唤醒所述正面显示区域;若匹配失败,则在保持显示屏处于休眠状态的同时,发出振动提示,以提醒用户继续执行身份验证操作;若验证失败次数达到预设阈值时,唤醒正面显示区域并显示文字信息提示用户指纹匹配失败的原因,以提示用户进行调整,若验证失败次数达到所述预设阈值的两倍时,对终端设备执行锁定操作,禁止预设时间内使用者的所有验证尝试。Further, the preset operation includes waking up the terminal and/or unlocking the terminal device and further includes: when matching palmprint and fingerprint information, if the matching is successful, waking up the front display area; if the matching fails. , while keeping the display screen in a dormant state, a vibration prompt will be issued to remind the user to continue to perform the authentication operation; if the number of authentication failures reaches the preset threshold, the front display area will wake up and a text message will be displayed to remind the user of the reason for the failure of fingerprint matching. , to prompt the user to adjust, and if the number of verification failures reaches twice the preset threshold, the terminal device will be locked, and all verification attempts by the user within the preset time will be prohibited.

本发明还公开了一种电子装置,包括:The invention also discloses an electronic device, comprising:

处理器;以及,processor; and,

存储器,用于存储所述处理器的可执行指令;a memory for storing executable instructions for the processor;

其中,所述处理器配置为经由执行所述可执行指令来执行上述任一项所述的基于多手指指纹与掌纹结合的身份识别方法。Wherein, the processor is configured to execute the identification method based on the combination of a multi-finger fingerprint and a palm print according to any one of the above by executing the executable instruction.

本发明还公开了一种计算机可读存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时实现上述任一项所述的基于多手指指纹与掌纹结合的身份识别方法。The present invention also discloses a computer-readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, implements any one of the above-mentioned identification methods based on the combination of multi-finger fingerprints and palmprints.

在本实施例所公开的方案中,使用手机纹路识别时不需要刻意将手指放到特定的位置就能识别;多个手指+手掌纹采取以及计算精确度更高;因为握手机的姿势不同纹路也相差被复制可能性几乎为零。In the solution disclosed in this embodiment, when using mobile phone pattern recognition, it can be recognized without deliberately placing the finger in a specific position; the acquisition and calculation accuracy of multiple fingers + palm pattern is higher; because the gestures of holding the mobile phone have different patterns Also the possibility of being copied is almost zero.

还需要说明的是,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、商品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、商品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、商品或者设备中还存在另外的相同要素。It should also be noted that the terms "comprising", "comprising" or any other variation thereof are intended to encompass a non-exclusive inclusion such that a process, method, article or device comprising a series of elements includes not only those elements, but also Other elements not expressly listed, or which are inherent to such a process, method, article of manufacture, or apparatus are also included. Without further limitation, an element qualified by the phrase "comprising a..." does not preclude the presence of additional identical elements in the process, method, article of manufacture, or device that includes the element.

本领域技术人员应明白,本申请的实施例可提供为方法、系统或计算机程序产品。因此,本申请可采用完全硬件实施例、完全软件实施例或结合软件和硬件方面的实施例的形式。而且,本申请可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。It will be appreciated by those skilled in the art that the embodiments of the present application may be provided as a method, a system or a computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.

虽然上面已经参考各种实施例描述了本发明,但是应当理解,在不脱离本发明的范围的情况下,可以进行许多改变和修改。因此,其旨在上述详细描述被认为是例示性的而非限制性的,并且应当理解,以下权利要求(包括所有等同物)旨在限定本发明的精神和范围。以上这些实施例应理解为仅用于说明本发明而不用于限制本发明的保护范围。在阅读了本发明的记载的内容之后,技术人员可以对本发明作各种改动或修改,这些等效变化和修饰同样落入本发明权利要求所限定的范围。While the invention has been described above with reference to various embodiments, it should be understood that many changes and modifications can be made without departing from the scope of the invention. It is therefore intended that the foregoing detailed description be regarded as illustrative and not restrictive, and that it is to be understood that the following claims, including all equivalents, are intended to define the spirit and scope of the present invention. The above embodiments should be understood as only for illustrating the present invention and not for limiting the protection scope of the present invention. After reading the contents of the description of the present invention, the skilled person can make various changes or modifications to the present invention, and these equivalent changes and modifications also fall within the scope defined by the claims of the present invention.

Claims (6)

1. An identity recognition method based on combination of multi-finger fingerprint and palm print is characterized in that finger fingerprint and palm print information is input through sensors arranged on a rear shell and side edges of terminal equipment, a security verification database is arranged, and a CPU (central processing unit) of the terminal equipment sequentially acquires user line information through the sensors and stores the user line information into the database; when identity recognition is carried out, comparing and calculating to obtain whether the fingerprint and palm print line information acquired by the sensor in real time with database data to obtain matching, if so, carrying out identity verification and executing preset operation corresponding to preset line information, wherein the preset operation comprises awakening the terminal and/or unlocking the terminal equipment;
the terminal equipment further comprises a front display area, wherein the covering position information of fingers and palmprints of a user in the front display area is obtained during identity recognition, the covering position information comprises the position information of hands of the user covering the front display area when the user holds the terminal equipment positively and reversely, and the sensor is a capacitance line sensor;
the front display area calculates whether the effective area of all pixel points in the covered object image is within a preset area range, if the effective area exceeds the preset area range, the coverage is judged not to be a palm print or a fingerprint, and the terminal equipment does not carry out identity verification operation;
the preset operation comprises waking up the terminal and/or unlocking the terminal device, and further comprises: when matching the palm print and the fingerprint line information, if the matching is successful, awakening the front display area; if the matching fails, a vibration prompt is sent out while the display screen is kept in a dormant state so as to remind the user to continue to execute the authentication operation; and if the verification failure times reach twice of the preset threshold, locking operation is executed on the terminal equipment, and all verification attempts of the user within the preset time are forbidden.
2. The method of claim 1, wherein the verification database further comprises: and recording sensor position data of palmprints and fingerprints acquired by the sensors on the rear shell and the side edges, constructing a hand model of the user, and automatically generating all possible habitual unlocking hand types.
3. The method as claimed in claim 2, wherein during the authentication, before the comparison between the finger and palm print information and the database data is performed to determine whether the hand model generated by the collected information is matched with the preset hand model of the user, the method determines that the authentication is failed directly if the similarity is smaller than the predetermined value, and the method does not perform the comparison between the finger and palm print information.
4. The method of claim 3, wherein the preferentially comparing the generated hand model with the predetermined hand model further comprises: if the similarity is judged to be larger than the preset value, the comparison of the finger and palm print line information is continued.
5. An electronic device, comprising:
a processor; and the number of the first and second groups,
a memory for storing executable instructions of the processor;
wherein the processor is configured to execute the multi-finger fingerprint and palm print based identity recognition method of any one of claims 1-4 via execution of the executable instructions.
6. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, implements the method for multi-finger fingerprint and palm print based identification according to any one of claims 1 to 4.
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