WO2017091933A1 - Fingerprint acquisition method, device, and electronic apparatus - Google Patents

Fingerprint acquisition method, device, and electronic apparatus Download PDF

Info

Publication number
WO2017091933A1
WO2017091933A1 PCT/CN2015/095939 CN2015095939W WO2017091933A1 WO 2017091933 A1 WO2017091933 A1 WO 2017091933A1 CN 2015095939 W CN2015095939 W CN 2015095939W WO 2017091933 A1 WO2017091933 A1 WO 2017091933A1
Authority
WO
WIPO (PCT)
Prior art keywords
fingerprint
user
preset
frame
sensor
Prior art date
Application number
PCT/CN2015/095939
Other languages
French (fr)
Chinese (zh)
Inventor
牛溢华
金锋
Original Assignee
宇龙计算机通信科技(深圳)有限公司
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 宇龙计算机通信科技(深圳)有限公司 filed Critical 宇龙计算机通信科技(深圳)有限公司
Priority to PCT/CN2015/095939 priority Critical patent/WO2017091933A1/en
Publication of WO2017091933A1 publication Critical patent/WO2017091933A1/en

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition

Definitions

  • the user is prompted to continue to enter the fingerprint.
  • determining whether the user fingerprint reaches a preset standard comprises:
  • the texture definition of the user fingerprint reaches a preset definition threshold, and the number of feature points included in the user fingerprint reaches a preset value.
  • a fingerprint collection device is applied to an electronic device, the electronic device includes a fingerprint sensor, and the device includes:
  • An acquiring module configured to acquire a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor
  • a splicing processing module configured to perform preset splicing processing on the multi-frame fingerprint image to obtain a user fingerprint
  • the feature point extraction module is configured to perform feature point extraction on the user fingerprint to obtain a user fingerprint feature.
  • the acquiring module includes:
  • An image splicing unit configured to splicing each frame based on an overlapping fingerprint area between the fingerprint images Fingerprint image.
  • the device preferably, further includes a judgment processing module, where the judgment processing module includes:
  • a determining unit configured to determine whether the fingerprint of the user reaches a preset standard
  • a first processing unit configured to: when the preset criterion is reached, encrypt and store a fingerprint template formed by a user fingerprint feature of the user fingerprint, or identify the user fingerprint based on the user fingerprint feature;
  • the determining unit comprises:
  • the determining subunit is configured to determine whether the user fingerprint meets the following condition: the texture definition of the user fingerprint reaches a preset definition threshold, and the number of feature points included in the user fingerprint reaches a preset value.
  • An electronic device including a fingerprint sensor, further comprising a fingerprint collection device as described above.
  • the fingerprint collection method disclosed in the present application includes: acquiring a multi-frame fingerprint image when a user's finger slides on the fingerprint sensor; performing preset splicing processing on the multi-frame fingerprint image; and performing splicing the obtained user fingerprint Feature point extraction to obtain user fingerprint features. It can be seen that the present application provides a fingerprint collection scheme based on a sliding mode (sliding input fingerprint). Compared with the pressing method, the images acquired by the sliding mode have good continuity, and generally there is a necessary and suitable overlapping area, which is difficult.
  • the island fingerprint appears, which effectively overcomes the invalid entry problem in the pressing mode, and can obtain a multi-frame continuous image in one sliding process, and can obtain relatively complete and comprehensive fingerprint information without repeated recording, so that the application can be realized in support Under the premise of high recognition rate, the number of times the user operates the sensor is effectively reduced, and the user experience is better.
  • FIG. 1 is a flowchart of a fingerprint collection method according to Embodiment 1 of the present invention.
  • a first embodiment of the present invention provides a fingerprint collection method, which can be applied to an electronic device including a fingerprint sensor, such as a smart phone, a tablet computer, a notebook computer, and the like.
  • a fingerprint sensor such as a smart phone, a tablet computer, a notebook computer, and the like.
  • the method may include the following steps. :
  • S101 Acquire a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor.
  • the present application solves the problems of low recognition rate and large number of user input times in the existing push-type fingerprint collection scheme by providing a fingerprint collection scheme based on a sliding mode (sliding input fingerprint).
  • the fingerprint sensor used in the fingerprint acquisition of the present application may specifically be a capacitive fingerprint recognition sensor.
  • the fingerprint sensor periodically captures the fingerprint image of the user during the sliding of the user's finger within the effective sensing area of the fingerprint sensor.
  • the time interval used by the fingerprint sensor to periodically capture the fingerprint image may be set by the technician in advance based on the continuity requirement between the multi-frame images captured by one sliding process, and combined with the performance of the sensor, and the set time interval is set. In a process of sliding the finger as much as possible, it is possible to capture a set of consecutive images in which there is a certain degree of fingerprint pattern overlap between adjacent images (there is an overlapping area, but the overlapping area is not too large).
  • the fingerprint sensor adopts a time interval of 20 ms to periodically capture a fingerprint image.
  • the sensor can obtain a continuous multi-frame fingerprint image by periodically capturing, so that when the fingerprint is entered, the user only needs to By sliding the finger over the effective sensing area of the sensor, sliding down, sliding left and right, etc., the sensor can capture all the fingerprint information of the sliding area.
  • the application of the present application can be obtained by only one sliding operation. To fingerprint information that meets daily usage needs.
  • S103 Perform feature point extraction on the user fingerprint to obtain a user fingerprint feature.
  • this step continues to extract feature points of the user fingerprint, for example, extracting an endpoint, a bifurcation point, a bifurcation point, an isolated point, and a ring included in the user fingerprint.
  • Various feature points such as points and short lines are finally collected, and the extracted feature points are finally collected to obtain a feature point set of the user fingerprint, thereby realizing user fingerprint collection.
  • the island fingerprint appears, which effectively overcomes the invalid entry problem in the pressing mode, and can obtain a multi-frame continuous image in one sliding process, and can obtain relatively complete and comprehensive fingerprint information without repeated recording, so that the application can be realized in support Under the premise of high recognition rate, the number of times the user operates the sensor is effectively reduced, and the user experience is better.
  • the fingerprint collection method may further include the following steps:
  • S105 If the preset criterion is reached, encrypting and storing a fingerprint template formed by a user fingerprint feature of the user fingerprint, or identifying the user fingerprint based on the user fingerprint feature;
  • the fingerprint of the collected user fingerprint contains sufficient fingerprint information, so that the collected fingerprint feature information can be processed according to actual needs, for example, in the registration mode, the encrypted storage is performed by the The fingerprint template formed by the fingerprint feature information can be fingerprinted by matching the fingerprint feature information collected this time with the previously collected fingerprint template.
  • the user fingerprint representing the collection fails to contain sufficient fingerprint information, so that the user can be prompted to continue to input the fingerprint, and then the fingerprint is recorded by combining two or three times. Entering the captured fingerprint information to obtain relatively complete fingerprint information.
  • the application can obtain fingerprint information that meets daily use requirements with only one swipe, and in a few special cases, such as the user's finger at the sensor. Sensing the edge area to slide, or the user's finger and the sensor are not fully contacted during sliding, etc., and more complete fingerprint information can be captured by sliding 2-3 times.
  • the obtaining module 100 is configured to acquire a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor.
  • the acquiring module 100 includes an image capturing unit, configured to periodically capture a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor based on a set time interval.
  • the splicing processing module 200 is configured to perform preset splicing processing on the multi-frame fingerprint image to obtain a user fingerprint.
  • the splicing processing module 200 includes an image splicing unit for splicing the fingerprint images of each frame based on the overlapping fingerprint regions between the fingerprint images.
  • the feature point extraction module 300 is configured to perform feature point extraction on the user fingerprint to obtain a user fingerprint feature.
  • the fingerprint collection device may further include a determination processing module 400, where the module includes a determination unit, a first processing unit, and a second processing unit.
  • a first processing unit configured to: when the preset criterion is reached, encrypt and store a fingerprint template formed by a user fingerprint feature of the user fingerprint, or identify the user fingerprint based on the user fingerprint feature;

Abstract

A fingerprint acquisition method, device, and electronic apparatus. The method comprises: capturing multiple fingerprint image frames while a finger of a user is sliding across a fingerprint sensor (S101); performing predetermined stitching processing on the multiple fingerprint image frames (S102); and extracting feature points from a user fingerprint obtained from the stitching, so as to obtain a user fingerprint feature (S103). Compared with acquiring a fingerprint by means of pressing, the provided fingerprint acquisition solution based on sliding (recording a fingerprint by sliding a finger) enables better continuity of the obtained image frames which generally include essential and proper overlapping regions, thereby reducing the likelihood of recording an isolated and invalid fingerprint, and effectively overcoming the issue of recording invalid images in the pressing technique. In addition, multiple continuous image frames can be obtained during one sliding process, and therefore, complete and comprehensive fingerprint information can be obtained without multiple repeated recording operations, thereby reducing the number of times that a user has to operate a sensor while providing a high recognition rate, and accordingly creating better user experience.

Description

一种指纹采集方法、装置及电子设备Fingerprint collection method, device and electronic device 技术领域Technical field
本发明属于指纹采集及处理技术领域,尤其涉及一种指纹采集方法、装置及电子设备。The invention belongs to the technical field of fingerprint collection and processing, and in particular relates to a fingerprint collection method, device and electronic device.
背景技术Background technique
指纹识别技术是目前应用最广泛的一种生物特征识别技术,该技术基于指纹中包含的终结点、分叉点、分歧点、孤立点、环点、短纹等各种特征点实现指纹识别。当前,一些高端手机、平板电脑等电子设备已集成了指纹识别功能。Fingerprint recognition technology is currently the most widely used biometric recognition technology. The technology realizes fingerprint recognition based on various feature points such as endpoints, bifurcation points, bifurcation points, isolated points, ring points and short lines contained in the fingerprint. Currently, some high-end mobile phones, tablets and other electronic devices have integrated fingerprint recognition.
指纹识别技术包含指纹采集(指获取指纹图像并提取指纹特征,包括注册时指纹模板的采集及后续待识别指纹的采集),以及指纹的匹配识别两个阶段。现有技术一般基于按压式指纹传感器采集指纹,按压式指纹采集易产生指纹无效录入的问题,如多次按压的指纹区域之间没有重叠,即孤岛指纹,或重叠区域太大等,此时难以拼接出完整的指纹,从而导致需用户多次按压传感器才能采集到满足正常需求的指纹信息,例如,对于感测面积较大的传感器(传感器面积越大,单次按压获取的指纹信息就越多),一次指纹采集一般需用户按压5-6次,而对于感测面积较小的传感器,则需要更多次的按压操作,如有时可能需要用户进行多达20次的按压才能获取到完整的指纹信息。The fingerprint identification technology includes fingerprint collection (refers to acquiring fingerprint images and extracting fingerprint features, including collection of fingerprint templates during registration and collection of subsequent fingerprints to be recognized), and matching and identification of fingerprints. The prior art generally collects fingerprints based on a pressed fingerprint sensor, and the pressing fingerprint collection is easy to generate an invalid fingerprint input problem, such as no overlap between fingerprint areas pressed multiple times, that is, an island fingerprint, or an overlapping area is too large, etc. The complete fingerprint is spliced, which causes the user to press the sensor multiple times to collect the fingerprint information that meets the normal demand. For example, for a sensor with a large sensing area (the larger the sensor area, the more fingerprint information is acquired by a single press. ), a fingerprint collection generally requires the user to press 5-6 times, and for a sensor with a smaller sensing area, more pressing operations are required, such as sometimes it may require the user to perform up to 20 presses to obtain a complete Fingerprint information.
由此可见,现有基于按压方式的指纹采集方案存在如下问题:所需的用户录入次数较多,尤其是指纹感测面积较小的传感器,而在用户录入操作的次数较少时,易出现识别率低的问题。It can be seen that the existing fingerprint-based fingerprint collection scheme has the following problems: the required number of user input is large, especially the sensor with a small fingerprint sensing area, and is prone to occur when the number of user input operations is small. The problem of low recognition rate.
发明内容Summary of the invention
有鉴于此,本发明的目的在于提供一种指纹采集方法、装置及电子设备,旨在解决现有技术存在的上述问题,实现在支持较高识别率的前提下有效降低指纹采集时用户需操作传感器的次数。In view of the above, the object of the present invention is to provide a fingerprint collection method, device and electronic device, which aim to solve the above problems existing in the prior art, and realize that the user needs to operate when the fingerprint collection is effectively reduced under the premise of supporting a higher recognition rate. The number of sensors.
为了解决以上技术问题,本发明公开如下技术方案:In order to solve the above technical problems, the present invention discloses the following technical solutions:
一种指纹采集方法,应用于电子设备,所述电子设备包括指纹传感器,所述方法包括: A fingerprint collection method is applied to an electronic device, the electronic device includes a fingerprint sensor, and the method includes:
获取用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像;Obtaining a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor;
对所述多帧指纹图像进行预设的拼接处理,得到用户指纹;Performing a preset splicing process on the multi-frame fingerprint image to obtain a user fingerprint;
对所述用户指纹进行特征点提取,得到用户指纹特征。Feature point extraction is performed on the user fingerprint to obtain a user fingerprint feature.
上述方法,优选的,v所述获取用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像包括:In the above method, preferably, the multi-frame fingerprint image generated when the user finger is slid on the fingerprint sensor includes:
基于设定的时间间隔,周期性捕获用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像。A multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor is periodically captured based on the set time interval.
上述方法,优选的,所述对所述多帧指纹图像进行预设的拼接处理,包括:In the above method, preferably, the performing the splicing processing on the multi-frame fingerprint image comprises:
基于所述指纹图像间的重叠指纹区域,拼接各帧所述指纹图像。The fingerprint image of each frame is spliced based on the overlapping fingerprint regions between the fingerprint images.
上述方法,优选的,还包括:The above method, preferably, further includes:
判断所述用户指纹是否达到预设标准;Determining whether the fingerprint of the user reaches a preset standard;
如果达到所述预设标准,则加密存储由所述用户指纹的用户指纹特征所构成的指纹模板,或基于所述用户指纹特征识别所述用户指纹;If the preset criterion is reached, encrypting and storing the fingerprint template formed by the user fingerprint feature of the user fingerprint, or identifying the user fingerprint based on the user fingerprint feature;
如果未达到所述预设标准,则提示用户继续录入指纹。If the preset criteria are not met, the user is prompted to continue to enter the fingerprint.
上述方法,优选的,所述判断所述用户指纹是否达到预设标准包括:In the above method, preferably, determining whether the user fingerprint reaches a preset standard comprises:
判断所述用户指纹是否符合以下条件:所述用户指纹的纹路清晰度达到预设的清晰度阀值,及所述用户指纹中包含的特征点数量达到预设数值。Determining whether the user fingerprint meets the following condition: the texture definition of the user fingerprint reaches a preset definition threshold, and the number of feature points included in the user fingerprint reaches a preset value.
一种指纹采集装置,应用于电子设备,所述电子设备包括指纹传感器,所述装置包括:A fingerprint collection device is applied to an electronic device, the electronic device includes a fingerprint sensor, and the device includes:
获取模块,用于获取用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像;An acquiring module, configured to acquire a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor;
拼接处理模块,用于对所述多帧指纹图像进行预设的拼接处理,得到用户指纹;a splicing processing module, configured to perform preset splicing processing on the multi-frame fingerprint image to obtain a user fingerprint;
特征点提取模块,用于对所述用户指纹进行特征点提取,得到用户指纹特征。The feature point extraction module is configured to perform feature point extraction on the user fingerprint to obtain a user fingerprint feature.
上述装置,优选的,所述获取模块包括:Preferably, the acquiring module includes:
图像捕获单元,用于基于设定的时间间隔,周期性捕获用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像。The image capturing unit is configured to periodically capture a multi-frame fingerprint image generated when the user's finger slides on the fingerprint sensor based on the set time interval.
上述装置,优选的,所述拼接处理模块包括:Preferably, the splicing processing module includes:
图像拼接单元,用于基于所述指纹图像间的重叠指纹区域,拼接各帧所述 指纹图像。An image splicing unit, configured to splicing each frame based on an overlapping fingerprint area between the fingerprint images Fingerprint image.
上述装置,优选的,还包括判断处理模块,所述判断处理模块包括:The device, preferably, further includes a judgment processing module, where the judgment processing module includes:
判断单元,用于判断所述用户指纹是否达到预设标准;a determining unit, configured to determine whether the fingerprint of the user reaches a preset standard;
第一处理单元,用于在达到所述预设标准时,加密存储由所述用户指纹的用户指纹特征所构成的指纹模板,或基于所述用户指纹特征识别所述用户指纹;a first processing unit, configured to: when the preset criterion is reached, encrypt and store a fingerprint template formed by a user fingerprint feature of the user fingerprint, or identify the user fingerprint based on the user fingerprint feature;
第二处理单元,用于在未达到所述预设标准时,提示用户继续录入指纹。The second processing unit is configured to prompt the user to continue to input the fingerprint when the preset criterion is not reached.
上述装置,优选的,所述判断单元包括:Preferably, the determining unit comprises:
判断子单元,用于判断所述用户指纹是否符合以下条件:所述用户指纹的纹路清晰度达到预设的清晰度阀值,及所述用户指纹中包含的特征点数量达到预设数值。The determining subunit is configured to determine whether the user fingerprint meets the following condition: the texture definition of the user fingerprint reaches a preset definition threshold, and the number of feature points included in the user fingerprint reaches a preset value.
一种电子设备,包括指纹传感器,还包括如上述的指纹采集装置。An electronic device, including a fingerprint sensor, further comprising a fingerprint collection device as described above.
由以上方案可知,本申请公开的指纹采集方法包括:获取用户手指在指纹传感器上滑动时的多帧指纹图像;对所述多帧指纹图像进行预设的拼接处理;对拼接得到的用户指纹进行特征点提取,得到用户指纹特征。可见本申请提供了一种基于滑动方式(滑动录入指纹)的指纹采集方案,相比于按压方式,滑动方式获取的各帧图像连续性较好,一般来说存在必要、合适的重叠区域,不易出现孤岛指纹,有效克服了按压方式中的无效录入问题,且一次滑动过程可得到多帧连续图像,不必多次重复录入即可得到较为完整、全面的指纹信息,从而本申请可实现在支持较高识别率的前提下有效降低用户操作传感器的次数,用户体验较好。According to the above solution, the fingerprint collection method disclosed in the present application includes: acquiring a multi-frame fingerprint image when a user's finger slides on the fingerprint sensor; performing preset splicing processing on the multi-frame fingerprint image; and performing splicing the obtained user fingerprint Feature point extraction to obtain user fingerprint features. It can be seen that the present application provides a fingerprint collection scheme based on a sliding mode (sliding input fingerprint). Compared with the pressing method, the images acquired by the sliding mode have good continuity, and generally there is a necessary and suitable overlapping area, which is difficult. The island fingerprint appears, which effectively overcomes the invalid entry problem in the pressing mode, and can obtain a multi-frame continuous image in one sliding process, and can obtain relatively complete and comprehensive fingerprint information without repeated recording, so that the application can be realized in support Under the premise of high recognition rate, the number of times the user operates the sensor is effectively reduced, and the user experience is better.
附图说明DRAWINGS
图1是本发明实施例一提供的指纹采集方法流程图;1 is a flowchart of a fingerprint collection method according to Embodiment 1 of the present invention;
图2是本发明实施例二提供的指纹采集方法流程图;2 is a flowchart of a fingerprint collection method according to Embodiment 2 of the present invention;
图3-图4是本发明实施例三提供的指纹采集装置的结构示意图。FIG. 4 is a schematic structural diagram of a fingerprint collection device according to Embodiment 3 of the present invention.
具体实施方式detailed description
为了进一步了解本发明,下面结合实施例对本发明优选实施方案进行描述,但是应当理解,这些描述只是为进一步说明本发明的特征和优点,而不是 对本发明权利要求的限制。For a better understanding of the present invention, the preferred embodiments of the present invention are described in conjunction with the embodiments of the invention. Limitations of the claims of the present invention.
实施例一Embodiment 1
本发明实施例一公开一种指纹采集方法,该方法可应用于包括指纹传感器的电子设备,例如具体可应用于智能手机、平板电脑、笔记本电脑等,参考图1,所述方法可以包括以下步骤:A first embodiment of the present invention provides a fingerprint collection method, which can be applied to an electronic device including a fingerprint sensor, such as a smart phone, a tablet computer, a notebook computer, and the like. Referring to FIG. 1, the method may include the following steps. :
S101:获取用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像。S101: Acquire a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor.
本申请通过提供一种基于滑动方式(滑动录入指纹)的指纹采集方案,来解决现有的按压式指纹采集方案存在的识别率低、所需的用户录入次数多等问题。The present application solves the problems of low recognition rate and large number of user input times in the existing push-type fingerprint collection scheme by providing a fingerprint collection scheme based on a sliding mode (sliding input fingerprint).
本申请实现指纹采集所采用的指纹传感器,具体可以是电容式指纹识别传感器。用户手指在指纹传感器的有效感测区域内滑动的过程中,指纹传感器周期性捕获用户的指纹图像。其中,指纹传感器周期性捕获指纹图像所采用的时间间隔,可由技术人员预先基于一次滑动过程所捕获的多帧图像间的连续性要求,并结合传感器的性能进行设定,所设定的时间间隔以尽量在手指滑动过程中,能够捕获到相邻图像间存在一定程度的指纹纹路重叠(存在重叠区域,但重叠区域不宜太大)的一组连续图像为准。The fingerprint sensor used in the fingerprint acquisition of the present application may specifically be a capacitive fingerprint recognition sensor. The fingerprint sensor periodically captures the fingerprint image of the user during the sliding of the user's finger within the effective sensing area of the fingerprint sensor. The time interval used by the fingerprint sensor to periodically capture the fingerprint image may be set by the technician in advance based on the continuity requirement between the multi-frame images captured by one sliding process, and combined with the performance of the sensor, and the set time interval is set. In a process of sliding the finger as much as possible, it is possible to capture a set of consecutive images in which there is a certain degree of fingerprint pattern overlap between adjacent images (there is an overlapping area, but the overlapping area is not too large).
本实施例中,指纹传感器具体采用20ms的时间间隔,周期性捕获指纹图像,针对用户的一次滑动操作,传感器可通过周期性捕获得到连续的多帧指纹图像,从而在录入指纹时,用户只需将手指在传感器的有效感测区域内滑过,如上下滑动、左右滑动等,传感器即可捕获到所滑动区域的所有指纹信息,理论上来讲,应用本申请方案只需一次滑动操作即可获取到满足日常使用需求的指纹信息。In this embodiment, the fingerprint sensor adopts a time interval of 20 ms to periodically capture a fingerprint image. For a sliding operation of the user, the sensor can obtain a continuous multi-frame fingerprint image by periodically capturing, so that when the fingerprint is entered, the user only needs to By sliding the finger over the effective sensing area of the sensor, sliding down, sliding left and right, etc., the sensor can capture all the fingerprint information of the sliding area. In theory, the application of the present application can be obtained by only one sliding operation. To fingerprint information that meets daily usage needs.
S102:对所述多帧指纹图像进行预设的拼接处理,得到用户指纹。S102: Perform preset splicing processing on the multi-frame fingerprint image to obtain a user fingerprint.
针对指纹传感器通过周期性捕获所得到的一组连续指纹图像,具体可依据相邻图像间的重叠指纹区域(即相邻图像间的相同指纹纹路),对各指纹图像进行拼接,在此基础上,可得到一较为完整的、包含较多指纹信息的用户指纹。For a set of consecutive fingerprint images obtained by the fingerprint sensor by periodically capturing, the fingerprint images may be spliced according to the overlapping fingerprint regions between adjacent images (ie, the same fingerprint lines between adjacent images). , a relatively complete user fingerprint containing more fingerprint information can be obtained.
S103:对所述用户指纹进行特征点提取,得到用户指纹特征。S103: Perform feature point extraction on the user fingerprint to obtain a user fingerprint feature.
在拼接得到较为完整的用户指纹后,本步骤继续对用户指纹进行特征点提取,例如具体可提取用户指纹中包括的终结点、分叉点、分歧点、孤立点、环 点、短纹等各种特征点,最终汇集所提取的各特征点,得到用户指纹的特征点集合,从而实现了用户指纹采集。After splicing to obtain a relatively complete user fingerprint, this step continues to extract feature points of the user fingerprint, for example, extracting an endpoint, a bifurcation point, a bifurcation point, an isolated point, and a ring included in the user fingerprint. Various feature points such as points and short lines are finally collected, and the extracted feature points are finally collected to obtain a feature point set of the user fingerprint, thereby realizing user fingerprint collection.
由以上方案可知,本申请公开的指纹采集方法包括:获取用户手指在指纹传感器上滑动时的多帧指纹图像;对所述多帧指纹图像进行预设的拼接处理;对拼接得到的用户指纹进行特征点提取,得到用户指纹特征。可见本申请提供了一种基于滑动方式(滑动录入指纹)的指纹采集方案,相比于按压方式,滑动方式获取的各帧图像连续性较好,一般来说存在必要、合适的重叠区域,不易出现孤岛指纹,有效克服了按压方式中的无效录入问题,且一次滑动过程可得到多帧连续图像,不必多次重复录入即可得到较为完整、全面的指纹信息,从而本申请可实现在支持较高识别率的前提下有效降低用户操作传感器的次数,用户体验较好。According to the above solution, the fingerprint collection method disclosed in the present application includes: acquiring a multi-frame fingerprint image when a user's finger slides on the fingerprint sensor; performing preset splicing processing on the multi-frame fingerprint image; and performing splicing the obtained user fingerprint Feature point extraction to obtain user fingerprint features. It can be seen that the present application provides a fingerprint collection scheme based on a sliding mode (sliding input fingerprint). Compared with the pressing method, the images acquired by the sliding mode have good continuity, and generally there is a necessary and suitable overlapping area, which is difficult. The island fingerprint appears, which effectively overcomes the invalid entry problem in the pressing mode, and can obtain a multi-frame continuous image in one sliding process, and can obtain relatively complete and comprehensive fingerprint information without repeated recording, so that the application can be realized in support Under the premise of high recognition rate, the number of times the user operates the sensor is effectively reduced, and the user experience is better.
实施例二Embodiment 2
本实施例二继续对实施例一的方案进行补充,参考图2,本实施例中,所述指纹采集方法还可以包括以下步骤:The second embodiment continues to supplement the solution of the first embodiment. Referring to FIG. 2, in the embodiment, the fingerprint collection method may further include the following steps:
S104:判断所述用户指纹是否达到预设标准;S104: Determine whether the fingerprint of the user reaches a preset standard.
S105:如果达到所述预设标准,则加密存储由所述用户指纹的用户指纹特征所构成的指纹模板,或基于所述用户指纹特征识别所述用户指纹;S105: If the preset criterion is reached, encrypting and storing a fingerprint template formed by a user fingerprint feature of the user fingerprint, or identifying the user fingerprint based on the user fingerprint feature;
S106:如果未达到所述预设标准,则提示用户继续录入指纹。S106: If the preset criterion is not reached, the user is prompted to continue to input the fingerprint.
在对拼接得到的用户指纹进行特征点提取,实现指纹采集后,本实施例继续基于预先设定的指纹标准判断所采集的用户指纹是否完整、达标,具体地,比如判断用户指纹的纹路清晰度是否达到预设的清晰度阀值,以及用户指纹中所包含的特征点数量是否达到预设数值等等。After feature extraction is performed on the user fingerprint obtained by the splicing, and the fingerprint is collected, the embodiment continues to determine whether the collected user fingerprint is complete and up to standard based on the preset fingerprint standard, specifically, for example, determining the texture definition of the user fingerprint. Whether the preset definition threshold is reached, and whether the number of feature points included in the user's fingerprint reaches a preset value or the like.
如果判断结果为达到预设标准,则表征采集的用户指纹包含足够的指纹信息,从而可基于实际需求对采集的指纹特征信息进行相应的后续处理,比如在注册模式中,可加密存储由所述指纹特征信息构成的指纹模板,在识别模式中,可通过将本次采集的指纹特征信息与之前预先采集的指纹模板进行匹配,实现指纹识别。If the result of the determination is that the preset standard is reached, the fingerprint of the collected user fingerprint contains sufficient fingerprint information, so that the collected fingerprint feature information can be processed according to actual needs, for example, in the registration mode, the encrypted storage is performed by the The fingerprint template formed by the fingerprint feature information can be fingerprinted by matching the fingerprint feature information collected this time with the previously collected fingerprint template.
如果判断结果为未达到预设标准,则表征采集的用户指纹未能包含足够的指纹信息,从而可提示用户继续录入指纹,之后,通过合并两次或三次指纹录 入所捕获的指纹信息,来得到较为完整的指纹信息,理论上来讲,应用本申请只需一次滑动即可获取到满足日常使用需求的指纹信息,极少数的特殊情况下,如用户手指在传感器的感测边缘区域滑动,或滑动过程中用户手指与传感器未能充分接触等等,通过2-3次滑动即可捕获到较完整的指纹信息。If the judgment result is that the preset criterion is not reached, the user fingerprint representing the collection fails to contain sufficient fingerprint information, so that the user can be prompted to continue to input the fingerprint, and then the fingerprint is recorded by combining two or three times. Entering the captured fingerprint information to obtain relatively complete fingerprint information. In theory, the application can obtain fingerprint information that meets daily use requirements with only one swipe, and in a few special cases, such as the user's finger at the sensor. Sensing the edge area to slide, or the user's finger and the sensor are not fully contacted during sliding, etc., and more complete fingerprint information can be captured by sliding 2-3 times.
实施例三Embodiment 3
本实施例公开一种指纹采集装置,所述装置与以上各实施例公开的指纹采集方法相对应。This embodiment discloses a fingerprint collection device, which corresponds to the fingerprint collection method disclosed in the above embodiments.
相应于实施例一,参考图3,所述指纹采集装置可以包括获取模块100、拼接处理模块200和特征点提取模块300。Corresponding to the first embodiment, referring to FIG. 3, the fingerprint collection device may include an acquisition module 100, a splicing processing module 200, and a feature point extraction module 300.
获取模块100,用于获取用户手指在指纹传感器上滑动时所产生的多帧指纹图像。The obtaining module 100 is configured to acquire a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor.
所述获取模块100包括图像捕获单元,用于基于设定的时间间隔,周期性捕获用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像。The acquiring module 100 includes an image capturing unit, configured to periodically capture a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor based on a set time interval.
拼接处理模块200,用于对所述多帧指纹图像进行预设的拼接处理,得到用户指纹。The splicing processing module 200 is configured to perform preset splicing processing on the multi-frame fingerprint image to obtain a user fingerprint.
所述拼接处理模块200包括图像拼接单元,用于基于所述指纹图像间的重叠指纹区域,拼接各帧所述指纹图像。The splicing processing module 200 includes an image splicing unit for splicing the fingerprint images of each frame based on the overlapping fingerprint regions between the fingerprint images.
特征点提取模块300,用于对所述用户指纹进行特征点提取,得到用户指纹特征。The feature point extraction module 300 is configured to perform feature point extraction on the user fingerprint to obtain a user fingerprint feature.
相应于实施例二,参考图4,所述指纹采集装置还可以包括判断处理模块400,该模块包括判断单元、第一处理单元和第二处理单元。Corresponding to the second embodiment, referring to FIG. 4, the fingerprint collection device may further include a determination processing module 400, where the module includes a determination unit, a first processing unit, and a second processing unit.
判断单元,用于判断所述用户指纹是否达到预设标准;a determining unit, configured to determine whether the fingerprint of the user reaches a preset standard;
第一处理单元,用于在达到所述预设标准时,加密存储由所述用户指纹的用户指纹特征所构成的指纹模板,或基于所述用户指纹特征识别所述用户指纹;a first processing unit, configured to: when the preset criterion is reached, encrypt and store a fingerprint template formed by a user fingerprint feature of the user fingerprint, or identify the user fingerprint based on the user fingerprint feature;
第二处理单元,用于在未达到所述预设标准时,提示用户继续录入指纹。The second processing unit is configured to prompt the user to continue to input the fingerprint when the preset criterion is not reached.
所述判断单元包括:判断子单元,用于判断所述用户指纹是否符合以下条件:所述用户指纹的纹路清晰度达到预设的清晰度阀值,及所述用户指纹中包含的特征点数量达到预设数值。 The determining unit includes: a determining subunit, configured to determine whether the user fingerprint meets the following condition: the texture definition of the user fingerprint reaches a preset definition threshold, and the number of feature points included in the user fingerprint The preset value is reached.
对于本发明实施例三公开的指纹采集装置而言,由于其与实施例一至实施例二公开的指纹采集方法相对应,所以描述的比较简单,相关相似之处请参见实施例一至实施例二中指纹采集方法部分的说明即可,此处不再详述。For the fingerprint collection device disclosed in the third embodiment of the present invention, since it corresponds to the fingerprint collection methods disclosed in the first embodiment to the second embodiment, the description is relatively simple. For related similarities, refer to the first embodiment to the second embodiment. The description of the fingerprint collection method section can be omitted, and will not be described in detail here.
实施例四Embodiment 4
本实施例四公开一种电子设备,所述电子设备具体可以是智能手机、平板电脑、笔记本电脑等设备,所述电子设备包括指纹传感器,还包括如实施例三所提供的指纹采集装置。The fourth embodiment of the present invention discloses an electronic device, which may be a smart phone, a tablet computer, a notebook computer, and the like. The electronic device includes a fingerprint sensor, and further includes a fingerprint collection device as provided in the third embodiment.
综上所述,本申请具有如下优势:实现了一种基于滑动方式(滑动录入指纹)的指纹采集方案,针对用户手指的一次滑动操作,可得到连续的多帧指纹图像,利用滑动过程采集指纹的连续性实现了对指纹信息的完整捕获,从而可实现在支持较高识别率的前提下大大减少指纹录入时需要操作传感器的次数,为电子设备的指纹识别功能带来了较好的用户体验,且本申请可广泛应用于各种尺寸的指纹传感器,尤其在应用于小尺寸的指纹传感器时更能体现本申请的优势。In summary, the present application has the following advantages: a fingerprint acquisition scheme based on a sliding mode (sliding fingerprint input) is realized, and a continuous multi-frame fingerprint image can be obtained for a sliding operation of a user's finger, and a fingerprint is collected by using a sliding process. The continuity of the fingerprint information enables complete capture of the fingerprint information, thereby greatly reducing the number of times the sensor needs to be operated when the fingerprint is entered, while supporting a higher recognition rate, and bringing a better user experience to the fingerprint recognition function of the electronic device. Moreover, the present application can be widely applied to fingerprint sensors of various sizes, and particularly when applied to a small-sized fingerprint sensor, the advantages of the present application are more apparent.
需要说明的是,本说明书中的各个实施例均采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似的部分互相参见即可。It should be noted that each embodiment in the specification is described in a progressive manner, and each embodiment focuses on differences from other embodiments, and the same similar parts between the embodiments are referred to each other. can.
为了描述的方便,描述以上装置时以功能分为各种模块或单元分别描述。当然,在实施本申请时可以把各模块、单元的功能在同一个或多个软件和/或硬件中实现。For the convenience of description, the above devices are described as being divided into various modules or units by functions. Of course, the functions of each module and unit may be implemented in the same software or software and/or hardware when implementing the present application.
通过以上的实施方式的描述可知,本领域的技术人员可以清楚地了解到本申请可借助软件加必需的通用硬件平台的方式来实现。基于这样的理解,本申请的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品可以存储在存储介质中,如ROM/RAM、磁碟、光盘等,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本申请各个实施例或者实施例的某些部分所述的方法。It will be apparent to those skilled in the art from the above description of the embodiments that the present application can be implemented by means of software plus a necessary general hardware platform. Based on such understanding, the technical solution of the present application may be embodied in the form of a software product in essence or in the form of a software product, which may be stored in a storage medium such as a ROM/RAM or a disk. , an optical disk, etc., includes instructions for causing a computer device (which may be a personal computer, server, or network device, etc.) to perform the methods described in various embodiments of the present application or portions of the embodiments.
最后,还需要说明的是,在本文中,诸如第一、第二、第三和第四等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不 一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,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、物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、物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、物品或者设备中还存在另外的相同要素。Finally, it should also be noted that in this context, relational terms such as first, second, third, fourth, etc. are only used to distinguish one entity or operation from another entity or operation, and not Any such actual relationship or order between these entities or operations must be required or implied. Furthermore, the term "comprises" or "comprises" or "comprises" or any other variations thereof is intended to encompass a non-exclusive inclusion, such that a process, method, article, or device that comprises a plurality of elements includes not only those elements but also Other elements, or elements that are inherent to such a process, method, item, or device. An element that is defined by the phrase "comprising a ..." does not exclude the presence of additional equivalent elements in the process, method, item, or device that comprises the element.
以上所述仅是本发明的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也应视为本发明的保护范围。 The above description is only a preferred embodiment of the present invention, and it should be noted that those skilled in the art can also make several improvements and retouchings without departing from the principles of the present invention. It should be considered as the scope of protection of the present invention.

Claims (11)

  1. 一种指纹采集方法,其特征在于,应用于电子设备,所述电子设备包括指纹传感器,所述方法包括:A fingerprint collection method is characterized in that it is applied to an electronic device, and the electronic device includes a fingerprint sensor, and the method includes:
    获取用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像;Obtaining a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor;
    对所述多帧指纹图像进行预设的拼接处理,得到用户指纹;Performing a preset splicing process on the multi-frame fingerprint image to obtain a user fingerprint;
    对所述用户指纹进行特征点提取,得到用户指纹特征。Feature point extraction is performed on the user fingerprint to obtain a user fingerprint feature.
  2. 根据权利要求1所述的方法,其特征在于,所述获取用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像包括:The method according to claim 1, wherein the acquiring a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor comprises:
    基于设定的时间间隔,周期性捕获用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像。A multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor is periodically captured based on the set time interval.
  3. 根据权利要求1所述的方法,其特征在于,所述对所述多帧指纹图像进行预设的拼接处理,包括:The method according to claim 1, wherein the performing a predetermined splicing process on the multi-frame fingerprint image comprises:
    基于所述指纹图像间的重叠指纹区域,拼接各帧所述指纹图像。The fingerprint image of each frame is spliced based on the overlapping fingerprint regions between the fingerprint images.
  4. 根据权利要求1所述的方法,其特征在于,还包括:The method of claim 1 further comprising:
    判断所述用户指纹是否达到预设标准;Determining whether the fingerprint of the user reaches a preset standard;
    如果达到所述预设标准,则加密存储由所述用户指纹的用户指纹特征所构成的指纹模板,或基于所述用户指纹特征识别所述用户指纹;If the preset criterion is reached, encrypting and storing the fingerprint template formed by the user fingerprint feature of the user fingerprint, or identifying the user fingerprint based on the user fingerprint feature;
    如果未达到所述预设标准,则提示用户继续录入指纹。If the preset criteria are not met, the user is prompted to continue to enter the fingerprint.
  5. 根据权利要求4所述的方法,其特征在于,所述判断所述用户指纹是否达到预设标准包括:The method according to claim 4, wherein the determining whether the user fingerprint reaches a preset criterion comprises:
    判断所述用户指纹是否符合以下条件:所述用户指纹的纹路清晰度达到预设的清晰度阀值,及所述用户指纹中包含的特征点数量达到预设数值。Determining whether the user fingerprint meets the following condition: the texture definition of the user fingerprint reaches a preset definition threshold, and the number of feature points included in the user fingerprint reaches a preset value.
  6. 一种指纹采集装置,其特征在于,应用于电子设备,所述电子设备包括指纹传感器,所述装置包括:A fingerprint collection device is characterized in that it is applied to an electronic device, the electronic device includes a fingerprint sensor, and the device includes:
    获取模块,用于获取用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像;An acquiring module, configured to acquire a multi-frame fingerprint image generated when a user's finger slides on the fingerprint sensor;
    拼接处理模块,用于对所述多帧指纹图像进行预设的拼接处理,得到用户指纹;a splicing processing module, configured to perform preset splicing processing on the multi-frame fingerprint image to obtain a user fingerprint;
    特征点提取模块,用于对所述用户指纹进行特征点提取,得到用户指纹特 征。a feature point extraction module, configured to perform feature point extraction on the user fingerprint, and obtain a user fingerprint Sign.
  7. 根据权利要求6所述的装置,其特征在于,所述获取模块包括:The device according to claim 6, wherein the obtaining module comprises:
    图像捕获单元,用于基于设定的时间间隔,周期性捕获用户手指在所述指纹传感器上滑动时所产生的多帧指纹图像。The image capturing unit is configured to periodically capture a multi-frame fingerprint image generated when the user's finger slides on the fingerprint sensor based on the set time interval.
  8. 根据权利要求6所述的装置,其特征在于,所述拼接处理模块包括:The device according to claim 6, wherein the splicing processing module comprises:
    图像拼接单元,用于基于所述指纹图像间的重叠指纹区域,拼接各帧所述指纹图像。The image splicing unit is configured to splicing the fingerprint images of each frame based on the overlapping fingerprint regions between the fingerprint images.
  9. 根据权利要求6所述的装置,其特征在于,还包括判断处理模块,所述判断处理模块包括:The device according to claim 6, further comprising a judgment processing module, wherein the judgment processing module comprises:
    判断单元,用于判断所述用户指纹是否达到预设标准;a determining unit, configured to determine whether the fingerprint of the user reaches a preset standard;
    第一处理单元,用于在达到所述预设标准时,加密存储由所述用户指纹的用户指纹特征所构成的指纹模板,或基于所述用户指纹特征识别所述用户指纹;a first processing unit, configured to: when the preset criterion is reached, encrypt and store a fingerprint template formed by a user fingerprint feature of the user fingerprint, or identify the user fingerprint based on the user fingerprint feature;
    第二处理单元,用于在未达到所述预设标准时,提示用户继续录入指纹。The second processing unit is configured to prompt the user to continue to input the fingerprint when the preset criterion is not reached.
  10. 根据权利要求9所述的装置,其特征在于,所述判断单元包括:The device according to claim 9, wherein the determining unit comprises:
    判断子单元,用于判断所述用户指纹是否符合以下条件:所述用户指纹的纹路清晰度达到预设的清晰度阀值,及所述用户指纹中包含的特征点数量达到预设数值。The determining subunit is configured to determine whether the user fingerprint meets the following condition: the texture definition of the user fingerprint reaches a preset definition threshold, and the number of feature points included in the user fingerprint reaches a preset value.
  11. 一种电子设备,其特征在于,包括指纹传感器,还包括如权利要求6-10任意一项所述的指纹采集装置。 An electronic device, comprising a fingerprint sensor, further comprising a fingerprint collection device according to any one of claims 6-10.
PCT/CN2015/095939 2015-11-30 2015-11-30 Fingerprint acquisition method, device, and electronic apparatus WO2017091933A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/CN2015/095939 WO2017091933A1 (en) 2015-11-30 2015-11-30 Fingerprint acquisition method, device, and electronic apparatus

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2015/095939 WO2017091933A1 (en) 2015-11-30 2015-11-30 Fingerprint acquisition method, device, and electronic apparatus

Publications (1)

Publication Number Publication Date
WO2017091933A1 true WO2017091933A1 (en) 2017-06-08

Family

ID=58796027

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2015/095939 WO2017091933A1 (en) 2015-11-30 2015-11-30 Fingerprint acquisition method, device, and electronic apparatus

Country Status (1)

Country Link
WO (1) WO2017091933A1 (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110199295A (en) * 2019-04-04 2019-09-03 深圳市汇顶科技股份有限公司 The method, apparatus and electronic equipment of fingerprint recognition
CN113011374A (en) * 2021-04-01 2021-06-22 德施曼机电(中国)有限公司 Intelligent lock and fingerprint acquisition method thereof
WO2023220875A1 (en) * 2022-05-16 2023-11-23 北京小米移动软件有限公司 Fingerprint data acquisition method and apparatus, electronic device and readable storage medium

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7239728B1 (en) * 1999-11-08 2007-07-03 Samsung Electronics Co., Ltd. Fingerprint recognizing display and operating method thereof
EP1840793A1 (en) * 2006-03-27 2007-10-03 Fujitsu Limited Fingerprint authentication device and information processing device
CN101383002A (en) * 2008-10-27 2009-03-11 北京海鑫科金高科技股份有限公司 Finger print collecting and joining method supporting arbitrary directional rolling
CN104281841A (en) * 2014-09-30 2015-01-14 深圳市汇顶科技股份有限公司 Fingerprint identification system and fingerprint processing method and device thereof
CN105373786A (en) * 2015-11-30 2016-03-02 东莞酷派软件技术有限公司 Fingerprint acquisition method, fingerprint acquisition device and electronic device
CN105447436A (en) * 2014-12-19 2016-03-30 比亚迪股份有限公司 Fingerprint identification system, fingerprint identification method and electronic device

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7239728B1 (en) * 1999-11-08 2007-07-03 Samsung Electronics Co., Ltd. Fingerprint recognizing display and operating method thereof
EP1840793A1 (en) * 2006-03-27 2007-10-03 Fujitsu Limited Fingerprint authentication device and information processing device
CN101383002A (en) * 2008-10-27 2009-03-11 北京海鑫科金高科技股份有限公司 Finger print collecting and joining method supporting arbitrary directional rolling
CN104281841A (en) * 2014-09-30 2015-01-14 深圳市汇顶科技股份有限公司 Fingerprint identification system and fingerprint processing method and device thereof
CN105447436A (en) * 2014-12-19 2016-03-30 比亚迪股份有限公司 Fingerprint identification system, fingerprint identification method and electronic device
CN105373786A (en) * 2015-11-30 2016-03-02 东莞酷派软件技术有限公司 Fingerprint acquisition method, fingerprint acquisition device and electronic device

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110199295A (en) * 2019-04-04 2019-09-03 深圳市汇顶科技股份有限公司 The method, apparatus and electronic equipment of fingerprint recognition
CN113011374A (en) * 2021-04-01 2021-06-22 德施曼机电(中国)有限公司 Intelligent lock and fingerprint acquisition method thereof
WO2023220875A1 (en) * 2022-05-16 2023-11-23 北京小米移动软件有限公司 Fingerprint data acquisition method and apparatus, electronic device and readable storage medium

Similar Documents

Publication Publication Date Title
CN105373786A (en) Fingerprint acquisition method, fingerprint acquisition device and electronic device
EP3267365B1 (en) Fingerprint recognition method and system capable of improving fingerprint recognition rate
US11580775B2 (en) Differentiating between live and spoof fingers in fingerprint analysis by machine learning
WO2016049995A1 (en) Fingerprint identification system, and fingerprint processing method therefor and fingerprint processing apparatus thereof
US11386717B2 (en) Fingerprint inputting method and related device
WO2017031851A1 (en) Fingerprint verification method and system of mobile terminal
WO2005020030A3 (en) Multi-modal face recognition
CN105930709A (en) Method and apparatus for applying human face identification technology to witness testimony consistency check
JP2018505493A (en) Fingerprint recognition method and fingerprint recognition apparatus
WO2017020447A1 (en) Fingerprint recognition method and device
WO2017166318A1 (en) Fingerprint identification method and apparatus, and terminal
WO2013075466A1 (en) Character input method, device and terminal based on image sensing module
WO2020156033A1 (en) Fingerprint verification method and related apparatus
EP3550417A1 (en) Electronic device and soft keyboard display method
US20140148709A1 (en) System and method for integrating heart rate measurement and identity recognition
TW201405445A (en) True face recognition system and method based on dual camera
WO2017091933A1 (en) Fingerprint acquisition method, device, and electronic apparatus
CN105303174B (en) fingerprint input method and device
CN107091704A (en) Pressure detection method and device
CN107092852A (en) Pressure detection method and device
JP2013073420A (en) Recommendation system, recommendation method, and program
CN104112130B (en) optical character recognition method and device
CN105045458A (en) Method, device and system for rapidly recording by mobile terminal
CN111507124A (en) Non-contact video lie detection method and system based on deep learning
US11120285B2 (en) Intelligent terminal

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 15909450

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 15909450

Country of ref document: EP

Kind code of ref document: A1