WO2017166318A1 - Fingerprint identification method and apparatus, and terminal - Google Patents
Fingerprint identification method and apparatus, and terminal Download PDFInfo
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- WO2017166318A1 WO2017166318A1 PCT/CN2016/078384 CN2016078384W WO2017166318A1 WO 2017166318 A1 WO2017166318 A1 WO 2017166318A1 CN 2016078384 W CN2016078384 W CN 2016078384W WO 2017166318 A1 WO2017166318 A1 WO 2017166318A1
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/12—Fingerprints or palmprints
- G06V40/13—Sensors therefor
- G06V40/1306—Sensors therefor non-optical, e.g. ultrasonic or capacitive sensing
Definitions
- the present invention relates to the field of fingerprint recognition technologies, and in particular, to a fingerprint identification method, apparatus, and terminal.
- fingerprint recognition technology has also developed rapidly in the field of mobile terminals, involving functions such as fingerprint unlocking and fingerprint payment.
- the user will face two fingerprint identification schemes: the first one is pressing registration, pressing recognition; the second is sliding registration, sliding recognition.
- the disadvantage of the first solution is that the fingerprint sensor registration fingerprint template is required to be pressed by the finger multiple times during registration, resulting in a poor user experience; the second disadvantage is that the finger needs to slide on the fingerprint sensor during recognition, and the fingerprint sensor is not pressed. Convenience.
- the embodiment of the invention provides a fingerprint identification method, which aims to organically integrate sliding registration and press recognition to enhance the user experience.
- the first aspect provides a fingerprint identification method, including: acquiring m fingerprint sliding image sequences, where m is a natural number; and splicing the m fingerprint sliding image sequences into fingerprint images S1, S2, ..., Sm; Fingerprint images T1, T2, ..., Tn, n are extracted from the fingerprint images S1, S2, ..., Sm A natural number is obtained; a fingerprint pressing image is acquired; and the fingerprint pressing image is compared and matched with the fingerprint templates T1, T2, . . . , Tn.
- the intercepting the fingerprint templates T1, T2, ..., Tn from the fingerprint images S1, S2, ..., Sm includes: pressing a scan
- the size of the area is a search window, searching for the area with the largest effective area of the fingerprint in the horizontal direction of the fingerprint image Si, i traversing the integer in the interval [1, m]; and cutting the largest effective area of the fingerprint according to the size of the search window
- the area is used as the fingerprint template Tj, j is an integer in the interval [1, n]; the search window translates a preset number of pixels in the vertical direction of the fingerprint image Si, and the above steps are repeated, and finally the fingerprint template T1, T2 is intercepted. ,...,Tn.
- the preset number is greater than 1.
- the sliding scan area of the acquired fingerprint sliding image sequence is smaller than the pressed scanning area of the acquired fingerprint pressing image.
- the method further includes: replacing the fingerprint pressing image with the fingerprint template Ts if the fingerprint pressing image is successfully matched with the fingerprint template Ts
- the fingerprint template Ts,s is an integer in the interval [1, n].
- a second aspect provides a fingerprint identification device, comprising: an acquisition unit, configured to acquire m fingerprint sliding image sequences, where m is a natural number; and a splicing unit, configured to splicing the m fingerprint sliding image sequences into a fingerprint image S1 , S2, ..., Sm; intercepting unit, intercepting the fingerprint templates T1, T2, ..., Tn, n from the fingerprint images S1, S2, ..., Sm are natural numbers; the collecting unit is further configured to acquire a fingerprint pressing image; The identification unit is configured to compare and match the fingerprint pressing image with the fingerprint templates T1, T2, . . . , Tn.
- a terminal including: a housing, a processor, a memory, a circuit board, and an electric a source circuit, wherein the circuit board is disposed inside a space enclosed by the housing, the processor and the memory are disposed on the circuit board; the power supply circuit is configured to supply power to each circuit or device of the terminal; and the memory is configured to store the executable program code;
- the processor runs a program corresponding to the executable program code by reading executable program code stored in the memory for performing the following steps: acquiring m fingerprint sliding image sequences, m being a natural number; sliding the m fingerprints The image sequences are respectively spliced into fingerprint images S1, S2, ..., Sm; fingerprint templates T1, T2, ..., Tn, n are taken from the fingerprint images S1, S2, ..., Sm as natural numbers; fingerprint pressed images are acquired; The fingerprint pressing image is compared and matched with the fingerprint templates T1, T2, . . . , Tn.
- the sliding registration and the pressing recognition are combined, and the captured sliding image sequence is spliced into larger fingerprint images S1, S2, . . . , Sm, and then intercepted in the fingerprint images for pressing identification.
- the fingerprint template whereby the user can complete the fingerprint template registration by sliding the finger during registration, and only needs to press once to complete the fingerprint recognition, and organically integrates the fingerprint recognition scheme of the prior art.
- FIG. 1A and FIG. 1B are schematic diagrams showing the arrangement of a sliding fingerprint sensor and a push type fingerprint sensor according to an embodiment of the present invention
- FIG. 2 is a flowchart of a fingerprint identification method according to Embodiment 1 of the present invention.
- FIG. 3 is a schematic diagram of a sequence of collected and stitched fingerprint sliding images provided by an embodiment of the present invention.
- FIG. 4 is a specific flow chart of step S203 of Figure 2;
- FIG. 5 is a schematic diagram of intercepting a fingerprint image according to an embodiment of the present invention.
- FIG. 6 is a schematic diagram of a sliding scanning area and a pressing scanning area according to an embodiment of the present invention.
- FIG. 7 is a flowchart of a fingerprint identification method according to Embodiment 2 of the present invention.
- FIG. 8 is a schematic structural diagram of a fingerprint identification apparatus according to Embodiment 3 of the present invention.
- Figure 9 is a schematic structural view of the intercepting unit of Figure 8.
- FIG. 10 is a schematic structural diagram of another fingerprint identification apparatus according to Embodiment 3 of the present invention.
- FIG. 11 is a schematic structural diagram of a terminal according to Embodiment 4 of the present invention.
- fingerprint recognition technology has been widely used.
- the user selects a finger to register on the smart phone according to his own usage habits, that is, the fingerprint sensor on the smart phone collects the fingerprint image of the user and saves it as a fingerprint template; subsequent users access the smart phone.
- the fingerprint sensor on the smart phone collects the fingerprint image of the user in real time, and then matches it with the pre-saved fingerprint template. If the matching is successful, the user can perform corresponding operating.
- they can be divided into sliding and pressing.
- a strip-shaped sliding fingerprint sensor 11 is disposed on the front side of the smartphone; as shown in FIG. 1B, it is a square press. The fingerprint sensor is placed on the back of the smartphone.
- the sliding fingerprint registration sequence is spliced into a larger fingerprint image after the sliding registration is combined with the sliding registration and the pressing recognition, and then the fingerprint template used for pressing recognition is intercepted in the fingerprint image. Therefore, the user can complete the fingerprint template registration by sliding the finger during registration, and only needs to press once to complete the fingerprint recognition, and organically integrates the fingerprint recognition scheme of the prior art.
- FIG. 2 is a flowchart of a fingerprint identification method according to Embodiment 1 of the present invention. As shown in Figure 2, the method includes:
- the sliding mode is adopted at the time of registration.
- the sliding scanning area on the fingerprint sensor scans the slipped finger at a certain frequency, and collects a series of fingerprint sliding images with a relatively small area relative to the finger, as shown in FIG. Slide the image sequence for the fingerprint.
- the size of each fingerprint sliding image is based on the size of the sliding scanning area. As shown in FIG. 3, the size of the sliding scanning area is W*Hs pixels, and the size of each fingerprint sliding image is also W*Hs pixels.
- each fingerprint sliding image sequence includes multiple fingerprint sliding images; and multiple sliding sliding image sequences can be collected.
- S202 splicing the m fingerprint sliding image sequences into fingerprint images S1, S2, . . . , Sm.
- a fingerprint sliding image sequence is spliced into a larger fingerprint image S1
- the fingerprint image S1 reflects fingerprint texture information in a larger area of the finger.
- the fingerprint sliding image sequence obtained by the first sliding is spliced into the fingerprint image S1
- the fingerprint sliding image sequence obtained by the second sliding is spliced into the fingerprint image S2; and so on, when m is greater than 2
- the m fingerprint sliding image sequences are respectively spliced into fingerprint images S1, S2, ..., Sm. S1, S2, ..., Sm all reflect the fingerprint texture information in a large area of the finger, but the fingerprint texture information contained therein is different.
- the splicing method here can adopt the existing splicing algorithm. Due to the possibility of offset during splicing, as shown in FIG. 3, the size of the fingerprint image S1 is Width*Height pixels, the Width is greater than W, and the Height is greater than Hs.
- S203 The fingerprint templates T1, T2, ..., Tn, n are extracted from the fingerprint images S1, S2, ..., Sm as natural numbers.
- S203 specifically includes the following steps:
- S401 Searching for the size of the pressed scan area as a search window, searching for the area with the largest effective area of the fingerprint in the horizontal direction of the fingerprint image Si, i traversing the integer in the interval [1, m].
- the size of the fingerprint template saved in advance should be the same as the size of the fingerprint compression image collected when the finger is pressed, and the size of the fingerprint compression image is based on the size of the pressed scanning area.
- the direction is in the direction of Width.
- S402 The area with the largest effective area of the fingerprint is intercepted according to the size of the search window as the fingerprint template Tj, and j is an integer in the interval [1, n].
- a fingerprint template such as the fingerprint template T1 in FIG.
- the search window translates a preset number of pixels in a vertical direction of the fingerprint image Si, and then repeats the above steps, and finally extracts the fingerprint templates T1, T2, . . . , Tn.
- the search window shifts a preset number of pixels in the vertical direction, the vertical direction is in the Height direction, and then the process of searching and intercepting is repeated in the horizontal direction, thereby obtaining a plurality of fingerprint templates T2, ... , Tn.
- the fingerprint template is extracted from the fingerprint large image (fingerprint image S1) spliced during the sliding registration, and the size of the fingerprint template is the same as the size of the fingerprint pressing image during the recognition, so that the sliding registration and the pressing recognition can be effectively performed. Connect.
- the number of pixels in the search window that are translated in the vertical direction is greater than one. That is, when the image is translated in the vertical direction, the adjacent search windows may be overlapped or non-overlapping. For example, if the size of the search window is W*H pixels, the preset number of panning is less than or equal to H when overlapped, and the preset number of pans is greater than H when there is no overlap.
- the pressing method is adopted: the finger is pressed on the fingerprint sensor, and the pressed scanning area on the fingerprint sensor scans the pressed finger at a certain frequency to collect a fingerprint pressing image.
- the size of the fingerprint pressing image is based on the size of the pressing scanning area. As shown in FIG. 6 , the size of the pressing scanning area is W*H pixels, and the size of the fingerprint pressing image is also W*H pixels.
- the sliding scan area for acquiring the fingerprint sliding image sequence is smaller than the pressing scanning area for acquiring the fingerprint pressing image. This is because when sliding registration, there is a slight relative movement between the finger and the sliding scanning area, and a certain deformation is introduced when splicing into the fingerprint image S1. At the same scanning frequency, the smaller the sliding scanning area is, the more deformation is generated. small.
- the sliding registration will be obtained.
- the fingerprint sliding image sequence is spliced into a larger fingerprint image S1, and then the fingerprint template used for pressing recognition is taken out in the fingerprint image, thereby the user can complete the registration of the fingerprint template by sliding the finger during registration, when identifying Fingerprint recognition can be completed only by pressing once, and the fingerprint recognition scheme of the prior art is organically integrated.
- the finger slides on the fingerprint sensor multiple times, and a plurality of fingerprint sliding image sequences are acquired, that is, m is greater than 1.
- Each fingerprint sliding image sequence is respectively spliced into a fingerprint large image (fingerprint image S1, S2, ..., Sm), and then the fingerprint image S1, S2, ..., Sm is subjected to the search and interception steps described above, and the fingerprint template T1 is intercepted. , T2,...,Tn,...
- the multiple fingerprint sliding image sequences are collected during the sliding registration because the relative position of the finger and the sliding scanning area is shifted to different degrees each time the sliding is performed, and the fingerprinted large image is obtained (fingerprint images S1, S2, ... , Sm) is not the same, that is, each time the fingerprint texture information collected is not the same, more fingerprint templates can be intercepted from multiple fingerprint large images, including more fingerprint texture information, which is beneficial to the subsequent identification process. .
- FIG. 7 is a flowchart of a fingerprint identification method according to Embodiment 2 of the present invention. As shown in FIG. 7, the method includes:
- the cut fingerprint template is T1, T2, . . . , Tn. If the captured fingerprint pressing image matches the fingerprint template Ts successfully, the fingerprint template Ts is replaced by the fingerprint pressing image.
- the matching method here can adopt an existing fingerprint image recognition algorithm, and judge whether the fingerprint pressing image and the fingerprint template match according to the magnitude of the similarity.
- the similarity represents a degree of similarity between images, including but not limited to the number of feature point matches, the histogram distribution similarity, and the like. The greater the similarity, the graph The probability that the match is successful and recognized is greater.
- the fingerprint template obtained by the sliding is replaced by the fingerprint pressing image because: compared with the fingerprint pressing image, the fingerprint template obtained by splicing and cutting the fingerprint sliding sequence has a certain deformation, thereby affecting the recognition rate; after each recognition is successful, The fingerprint pressing image replaces the fingerprint template obtained by sliding, and the fingerprint template obtained by sliding can be gradually replaced with the fingerprint template obtained by pressing, thereby reducing the influence of deformation and improving the recognition rate, and at the same time, the user is not required to perform additional Operation.
- FIG. 8 is a schematic structural diagram of a fingerprint identification apparatus according to Embodiment 3 of the present invention.
- the fingerprint identification device 80 includes an acquisition unit 81, a splicing unit 82, a clipping unit 83, and an identification unit 84.
- the collecting unit 81 is located in the sensing area of the fingerprint sensor, and is used to acquire m fingerprint sliding image sequences, where m is a natural number.
- the splicing unit 82 is configured to splicing the m fingerprint sliding image sequences into fingerprint images S1, S2, . . . , Sm, respectively.
- the intercepting unit 83 intercepts the fingerprint templates T1, T2, ..., Tn, n from the fingerprint images S1, S2, ..., Sm as natural numbers.
- the collecting unit 81 is further configured to acquire a fingerprint pressing image.
- the identification unit 84 is configured to compare and match the fingerprint pressing image with the fingerprint templates T1, T2, . . . , Tn.
- the intercepting unit 83 includes a search subunit 831, a truncation subunit 832, and a panning subunit 833.
- the search sub-unit 831 is configured to search for the area where the effective area of the fingerprint is the largest in the horizontal direction of the fingerprint image Si by using the size of the pressed scan area as the search window, i traversing the integer in the interval [1, m].
- the intercepting sub-unit 832 is configured to intercept the area with the largest effective area of the fingerprint as the fingerprint template Tj according to the size of the search window, and j is an integer in the interval [1, n].
- the translation sub-unit 833 is configured to translate the search window by a preset number of pixels in the vertical direction of the fingerprint image Si, and then repeat the operations of the search sub-unit 831 and the intercept sub-unit 832, and finally intercept the fingerprint templates T1, T2, . . . , Tn.
- the fingerprint template is extracted from the fingerprint large image (fingerprint image S1, S2, ..., Sm) obtained by splicing during the sliding registration, and the size of the fingerprint template is the same as the size of the fingerprint pressing image during the recognition, so that the sliding can be performed. Registration and press recognition are effectively articulated.
- the preset number of translations of the search window in the vertical direction is greater than one in consideration of the correlation of the fingerprint templates obtained by the interception. That is, when the image is translated in the vertical direction, the adjacent search windows may be overlapped or non-overlapping.
- the sliding scan area in the acquisition unit 81 is smaller than the pressed scan area. This is because when sliding registration, there is a slight relative movement between the finger and the sliding scanning area, and a certain deformation is introduced when splicing into the fingerprint images S1, S2, ..., Sm, and the scanning area is scanned at the same scanning frequency. The smaller the smaller the deformation, the smaller.
- the fingerprint identification device 80 further includes a replacement unit 85 for replacing the fingerprint template Ts with the fingerprint pressing image if the fingerprint pressing image matches the fingerprint template Ts successfully.
- s is an integer in the interval [1, n].
- the fingerprint template obtained by the sliding is replaced by the fingerprint pressing image because: compared with the fingerprint pressing image, the fingerprint template obtained by splicing and cutting the fingerprint sliding sequence has a certain deformation, thereby affecting the recognition rate; after each recognition is successful, The fingerprint pressing image replaces the fingerprint template obtained by sliding, and the fingerprint template obtained by sliding can be gradually replaced with the fingerprint template obtained by pressing, thereby reducing the influence of deformation and improving the recognition rate, and at the same time, the user is not required to perform additional Fuck Work.
- the sliding fingerprint registration sequence is spliced into a larger fingerprint image S1, S2, ..., Sm after the sliding registration is combined with the sliding registration and the pressing recognition, and then the fingerprint images are intercepted in the fingerprint images.
- Pressing the fingerprint template used for identification the user can complete the fingerprint template registration by sliding the finger during registration, and only needs to press once to complete the fingerprint recognition, and organically integrates the fingerprint recognition scheme of the prior art.
- the device in this embodiment corresponds to the foregoing method embodiment. Therefore, the specific content of each module of the device in this embodiment can be referred to the related description in the method embodiment, and is not described in detail herein.
- FIG. 11 is a schematic structural diagram of a terminal according to Embodiment 4 of the present invention.
- the terminal 1100 includes a housing 1101, a processor 1102, a memory 1103, a circuit board 1104, and a power supply circuit 1105.
- the circuit board 1104 is disposed inside a space surrounded by the housing 1101, and the processor 1102 and
- the memory 1103 is disposed on the circuit board 1104;
- the power supply circuit 1105 is for supplying power to the respective circuits or devices of the terminal 1100;
- the memory 1103 is for storing executable program code;
- the processor 1102 is configured to read the executable program code stored in the memory 1103. Run the program corresponding to the executable code to perform the following steps:
- the m fingerprint sliding image sequences are respectively spliced into fingerprint images S1, S2, ..., Sm.
- the fingerprint templates T1, T2, ..., Tn, n are taken from the fingerprint images S1, S2, ..., Sm as natural numbers.
- the fingerprint pressing image is compared and matched with the fingerprint templates T1, T2, ..., Tn.
- the sliding registration will be obtained.
- the fingerprint sliding image sequence is spliced into larger fingerprint images S1, S2, ..., Sm, and then the fingerprint template used for pressing recognition is taken out in the fingerprint images, thereby the user can complete the fingerprint template by sliding the finger during registration.
- the registration can be completed only by pressing once, and the fingerprint recognition scheme of the prior art is organically integrated.
- any process or method description in the flowcharts or otherwise described herein can be understood as representing code that includes one or more executable instructions for implementing the steps of a particular logical function or process. Modules, segments or portions, and the scope of the preferred embodiments of the invention includes additional implementations, which may not be in the order shown or discussed, including in a substantially simultaneous manner or in reverse order depending on the functionality involved. The functions are performed, which should be understood by those skilled in the art to which the embodiments of the present invention pertain.
- portions of the invention may be implemented in hardware, software, firmware or a combination thereof.
- multiple steps or methods may be implemented in software or firmware stored in a memory and executed by a suitable instruction execution system.
- a suitable instruction execution system For example, if implemented in hardware, as in another embodiment, it can be implemented by any one or combination of the following techniques well known in the art: having logic gates for implementing logic functions on data signals. Discrete logic circuits, application specific integrated circuits with suitable combinational logic gates, programmable gate arrays (PGAs), field programmable gate arrays (FPGAs), etc.
- each functional unit in each embodiment of the present invention may be integrated into one processing module, or each unit may exist physically separately, or two or more units may be integrated into one module.
- the above integrated modules can be implemented in the form of hardware or in the form of software functional modules.
- the integrated modules, if implemented in the form of software functional modules and sold or used as stand-alone products, may also be stored in a computer readable storage medium.
- the above mentioned storage medium may be a read only memory, a magnetic disk or an optical disk or the like.
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Abstract
Description
本发明涉及指纹识别技术领域,尤其涉及一种指纹识别方法、装置和终端。The present invention relates to the field of fingerprint recognition technologies, and in particular, to a fingerprint identification method, apparatus, and terminal.
近年来,随着智能手机等移动终端的普及和应用,相应地,指纹识别技术在移动终端领域也得到了飞速的发展,涉及到指纹解锁、指纹支付等功能。In recent years, with the popularization and application of mobile terminals such as smart phones, correspondingly, fingerprint recognition technology has also developed rapidly in the field of mobile terminals, involving functions such as fingerprint unlocking and fingerprint payment.
在实际的指纹应用场景中,用户会面临两种指纹识别方案:第一种为按压注册,按压识别;第二种为滑动注册,滑动识别。第一种方案的缺点在于,在注册时需要手指多次按压指纹传感器注册指纹模板,导致用户体验较差;第二种的缺点在于,在识别时需要手指在指纹传感器上滑动,没有按压指纹传感器方便。In the actual fingerprint application scenario, the user will face two fingerprint identification schemes: the first one is pressing registration, pressing recognition; the second is sliding registration, sliding recognition. The disadvantage of the first solution is that the fingerprint sensor registration fingerprint template is required to be pressed by the finger multiple times during registration, resulting in a poor user experience; the second disadvantage is that the finger needs to slide on the fingerprint sensor during recognition, and the fingerprint sensor is not pressed. Convenience.
因此,需要一种有机融合以上两种方案的新的指纹识别方案,保留优点克服缺点以提升用户体验,并且对两种指纹识别方案进行尽量少的改动。Therefore, there is a need for a new fingerprint identification scheme that organically combines the above two schemes, retaining advantages to overcome disadvantages to enhance the user experience, and making minimal changes to the two fingerprint recognition schemes.
发明内容Summary of the invention
本发明实施例的提供一种指纹识别方法,旨在有机融合了滑动注册和按压识别以提升用户体验。The embodiment of the invention provides a fingerprint identification method, which aims to organically integrate sliding registration and press recognition to enhance the user experience.
第一方面,提供了一种指纹识别方法,包括:获取m个指纹滑动图像序列,m为自然数;将所述m个指纹滑动图像序列分别拼接成指纹图像S1,S2,…,Sm;从所述指纹图像S1,S2,…,Sm中截取出指纹模板T1,T2,…,Tn,n 为自然数;获取指纹按压图像;将所述指纹按压图像与所述指纹模板T1,T2,…,Tn进行对比匹配。The first aspect provides a fingerprint identification method, including: acquiring m fingerprint sliding image sequences, where m is a natural number; and splicing the m fingerprint sliding image sequences into fingerprint images S1, S2, ..., Sm; Fingerprint images T1, T2, ..., Tn, n are extracted from the fingerprint images S1, S2, ..., Sm A natural number is obtained; a fingerprint pressing image is acquired; and the fingerprint pressing image is compared and matched with the fingerprint templates T1, T2, . . . , Tn.
结合第一方面,在第一方面的第一种可能的实现方式中,所述从所述指纹图像S1,S2,…,Sm中截取出指纹模板T1,T2,…,Tn包括:以按压扫描区域的大小为搜索窗,在指纹图像Si的水平方向上搜索指纹有效面积最大的区域,i遍历区间[1,m]内的整数;根据所述搜索窗的大小截取所述指纹有效面积最大的区域作为指纹模板Tj,j为区间[1,n]内的整数;所述搜索窗在所述指纹图像Si的垂直方向上平移预设数量像素,重复以上步骤,最终截取出指纹模板T1,T2,…,Tn。In conjunction with the first aspect, in a first possible implementation manner of the first aspect, the intercepting the fingerprint templates T1, T2, ..., Tn from the fingerprint images S1, S2, ..., Sm includes: pressing a scan The size of the area is a search window, searching for the area with the largest effective area of the fingerprint in the horizontal direction of the fingerprint image Si, i traversing the integer in the interval [1, m]; and cutting the largest effective area of the fingerprint according to the size of the search window The area is used as the fingerprint template Tj, j is an integer in the interval [1, n]; the search window translates a preset number of pixels in the vertical direction of the fingerprint image Si, and the above steps are repeated, and finally the fingerprint template T1, T2 is intercepted. ,...,Tn.
结合第一方面的第一种可能的实现方式,在第一方面的第二种可能的实现方式中,所述预设数量大于1。In conjunction with the first possible implementation of the first aspect, in a second possible implementation of the first aspect, the preset number is greater than 1.
结合第一方面,在第一方面的第三种可能的实现方式中,获取指纹滑动图像序列的滑动扫描区域小于获取指纹按压图像的按压扫描区域。In conjunction with the first aspect, in a third possible implementation of the first aspect, the sliding scan area of the acquired fingerprint sliding image sequence is smaller than the pressed scanning area of the acquired fingerprint pressing image.
结合第一方面及其上述实现方式,在第一方面的第四种可能的实现方式中,所述方法还包括:如果所述指纹按压图像与指纹模板Ts匹配成功,以所述指纹按压图像替换所述指纹模板Ts,s为区间[1,n]内的整数。With reference to the first aspect and the foregoing implementation manner, in a fourth possible implementation manner of the first aspect, the method further includes: replacing the fingerprint pressing image with the fingerprint template Ts if the fingerprint pressing image is successfully matched with the fingerprint template Ts The fingerprint template Ts,s is an integer in the interval [1, n].
第二方面,提供一种指纹识别装置,包括:采集单元,用于获取m个指纹滑动图像序列,m为自然数;拼接单元,用于将所述m个指纹滑动图像序列分别拼接成指纹图像S1,S2,…,Sm;截取单元,从所述指纹图像S1,S2,…,Sm中截取出指纹模板T1,T2,…,Tn,n为自然数;采集单元,还用于获取指纹按压图像;识别单元,用于将所述指纹按压图像与所述指纹模板T1,T2,…,Tn进行对比匹配。A second aspect provides a fingerprint identification device, comprising: an acquisition unit, configured to acquire m fingerprint sliding image sequences, where m is a natural number; and a splicing unit, configured to splicing the m fingerprint sliding image sequences into a fingerprint image S1 , S2, ..., Sm; intercepting unit, intercepting the fingerprint templates T1, T2, ..., Tn, n from the fingerprint images S1, S2, ..., Sm are natural numbers; the collecting unit is further configured to acquire a fingerprint pressing image; The identification unit is configured to compare and match the fingerprint pressing image with the fingerprint templates T1, T2, . . . , Tn.
第三方面,提供一种终端,包括:壳体、处理器、存储器、电路板和电 源电路,其中,电路板安置在壳体围成的空间内部,处理器和存储器设置在电路板上;电源电路,用于为终端的各个电路或器件供电;存储器用于存储可执行程序代码;处理器通过读取存储器中存储的可执行程序代码来运行与可执行程序代码对应的程序,以用于执行以下步骤:获取m个指纹滑动图像序列,m为自然数;将所述m个指纹滑动图像序列分别拼接成指纹图像S1,S2,…,Sm;从所述指纹图像S1,S2,…,Sm中截取出指纹模板T1,T2,…,Tn,n为自然数;获取指纹按压图像;将所述指纹按压图像与所述指纹模板T1,T2,…,Tn进行对比匹配。In a third aspect, a terminal is provided, including: a housing, a processor, a memory, a circuit board, and an electric a source circuit, wherein the circuit board is disposed inside a space enclosed by the housing, the processor and the memory are disposed on the circuit board; the power supply circuit is configured to supply power to each circuit or device of the terminal; and the memory is configured to store the executable program code; The processor runs a program corresponding to the executable program code by reading executable program code stored in the memory for performing the following steps: acquiring m fingerprint sliding image sequences, m being a natural number; sliding the m fingerprints The image sequences are respectively spliced into fingerprint images S1, S2, ..., Sm; fingerprint templates T1, T2, ..., Tn, n are taken from the fingerprint images S1, S2, ..., Sm as natural numbers; fingerprint pressed images are acquired; The fingerprint pressing image is compared and matched with the fingerprint templates T1, T2, . . . , Tn.
本发明实施例以滑动注册和按压识别相结合,滑动注册后将获取的指纹滑动图像序列拼接为较大的指纹图像S1,S2,…,Sm,然后在这些指纹图像中截取出供按压识别使用的指纹模板,由此,用户在注册时滑动手指即可完成指纹模板的注册,在识别时也只需要按压一次即可完成指纹识别,有机融合了现有技术的指纹识别方案。In the embodiment of the present invention, the sliding registration and the pressing recognition are combined, and the captured sliding image sequence is spliced into larger fingerprint images S1, S2, . . . , Sm, and then intercepted in the fingerprint images for pressing identification. The fingerprint template, whereby the user can complete the fingerprint template registration by sliding the finger during registration, and only needs to press once to complete the fingerprint recognition, and organically integrates the fingerprint recognition scheme of the prior art.
本发明附加的方面和优点将在下面的描述中部分给出,部分将从下面的描述中变得明显,或通过本发明的实践了解到。The additional aspects and advantages of the invention will be set forth in part in the description which follows.
本发明上述的和/或附加的方面和优点从下面结合附图对实施例的描述中将变得明显和容易理解,其中:The above and/or additional aspects and advantages of the present invention will become apparent and readily understood from
图1A和图1B本发明实施例中滑动式指纹传感器和按压式指纹传感器的设置示意图;1A and FIG. 1B are schematic diagrams showing the arrangement of a sliding fingerprint sensor and a push type fingerprint sensor according to an embodiment of the present invention;
图2是本发明实施例一提供的指纹识别方法的流程图;2 is a flowchart of a fingerprint identification method according to
图3是本发明实施例提供的采集和拼接指纹滑动图像序列的示意图; 3 is a schematic diagram of a sequence of collected and stitched fingerprint sliding images provided by an embodiment of the present invention;
图4是图2中步骤S203的具体流程图;Figure 4 is a specific flow chart of step S203 of Figure 2;
图5是本发明实施例提供的截取指纹图像的示意图;FIG. 5 is a schematic diagram of intercepting a fingerprint image according to an embodiment of the present invention; FIG.
图6是本发明实施例提供的滑动扫描区域和按压扫描区域的示意图;6 is a schematic diagram of a sliding scanning area and a pressing scanning area according to an embodiment of the present invention;
图7是本发明实施例二提供的指纹识别方法的流程图;7 is a flowchart of a fingerprint identification method according to
图8是本发明实施例三提供的指纹识别装置的结构示意图;FIG. 8 is a schematic structural diagram of a fingerprint identification apparatus according to
图9是图8中截取单元的结构示意图;Figure 9 is a schematic structural view of the intercepting unit of Figure 8;
图10是本发明实施例三提供的另一指纹识别装置的结构示意图;FIG. 10 is a schematic structural diagram of another fingerprint identification apparatus according to
图11是本发明实施例四提供的终端的结构示意图。FIG. 11 is a schematic structural diagram of a terminal according to
下面详细描述本发明的实施例,所述实施例的示例在附图中示出,其中自始至终相同或类似的标号表示相同或类似的模块或具有相同或类似功能的模块。下面通过参考附图描述的实施例是示例性的,仅用于解释本发明,而不能理解为对本发明的限制。相反,本发明的实施例包括落入所附加权利要求书的精神和内涵范围内的所有变化、修改和等同物。The embodiments of the present invention are described in detail below, and the examples of the embodiments are illustrated in the accompanying drawings, in which the same or similar reference numerals indicate the same or similar modules or modules having the same or similar functions. The embodiments described below with reference to the accompanying drawings are intended to be illustrative of the invention and are not to be construed as limiting. Rather, the invention is to cover all modifications, modifications and equivalents within the spirit and scope of the appended claims.
在移动终端领域,指纹识别技术得到了广泛的应用。以智能手机应用场景为例,用户根据自己的使用习惯选择手指在智能手机上进行注册,即智能手机上的指纹传感器采集到用户的指纹图像后将其保存为指纹模板;后续用户对该智能手机进行一些特定的操作时,如指纹解锁、指纹支付等,智能手机上的指纹传感器实时采集用户的指纹图像后,将其与预先保存的指纹模板进行匹配,如果匹配成功则该用户可以进行相应的操作。根据用户在注册和识别时的操作方式不同,可以分为滑动式和按压式。如图1A所示,为条状的滑动式指纹传感器11设置在智能手机的正面;如图1B所示,为方形的按压
式指纹传感器设置在智能手机的背面。In the field of mobile terminals, fingerprint recognition technology has been widely used. Taking the smartphone application scenario as an example, the user selects a finger to register on the smart phone according to his own usage habits, that is, the fingerprint sensor on the smart phone collects the fingerprint image of the user and saves it as a fingerprint template; subsequent users access the smart phone. When performing certain operations, such as fingerprint unlocking, fingerprint payment, etc., the fingerprint sensor on the smart phone collects the fingerprint image of the user in real time, and then matches it with the pre-saved fingerprint template. If the matching is successful, the user can perform corresponding operating. Depending on how the user operates during registration and identification, they can be divided into sliding and pressing. As shown in FIG. 1A, a strip-shaped sliding
在本发明实施例中,以滑动注册和按压识别相结合,滑动注册后将获取的指纹滑动图像序列拼接为较大的指纹图像,然后在该指纹图像中截取出供按压识别使用的指纹模板,由此,用户在注册时滑动手指即可完成指纹模板的注册,在识别时也只需要按压一次即可完成指纹识别,有机融合了现有技术的指纹识别方案。In the embodiment of the present invention, the sliding fingerprint registration sequence is spliced into a larger fingerprint image after the sliding registration is combined with the sliding registration and the pressing recognition, and then the fingerprint template used for pressing recognition is intercepted in the fingerprint image. Therefore, the user can complete the fingerprint template registration by sliding the finger during registration, and only needs to press once to complete the fingerprint recognition, and organically integrates the fingerprint recognition scheme of the prior art.
图2是本发明实施例一提供的指纹识别方法的流程图。如图2所示,该方法包括:FIG. 2 is a flowchart of a fingerprint identification method according to
S201:获取m个指纹滑动图像序列,m为自然数。S201: Obtain m fingerprint sliding image sequences, where m is a natural number.
在本发明实施例中,在注册时采用滑动的方式。手指在指纹传感器上滑过时,指纹传感器上的滑动扫描区域以一定的频率对滑过的手指进行扫描,采集到一系列相对手指来说面积较小的指纹滑动图像,如图3所示,称为指纹滑动图像序列。每幅指纹滑动图像的大小以滑动扫描区域的大小为依据,如图3,滑动扫描区域大小为W*Hs像素,则每幅指纹滑动图像的大小也为W*Hs像素。In the embodiment of the present invention, the sliding mode is adopted at the time of registration. When the finger slides over the fingerprint sensor, the sliding scanning area on the fingerprint sensor scans the slipped finger at a certain frequency, and collects a series of fingerprint sliding images with a relatively small area relative to the finger, as shown in FIG. Slide the image sequence for the fingerprint. The size of each fingerprint sliding image is based on the size of the sliding scanning area. As shown in FIG. 3, the size of the sliding scanning area is W*Hs pixels, and the size of each fingerprint sliding image is also W*Hs pixels.
需要说明的是,手指在指纹传感器上滑动一次得到的一个指纹滑动图像序列,每个指纹滑动图像序列包含多幅指纹滑动图像;可多次滑动,采集多个指纹滑动图像序列。在本发明实施例中,以m=1为例进行说明。It should be noted that a fingerprint sliding image sequence obtained by sliding a finger on the fingerprint sensor once, each fingerprint sliding image sequence includes multiple fingerprint sliding images; and multiple sliding sliding image sequences can be collected. In the embodiment of the present invention, m=1 is taken as an example for description.
S202:将m个指纹滑动图像序列分别拼接成指纹图像S1,S2,…,Sm。S202: splicing the m fingerprint sliding image sequences into fingerprint images S1, S2, . . . , Sm.
在本发明实施例中,当m=1时,将一个指纹滑动图像序列拼接成较大的指纹图像S1,该指纹图像S1反映了手指较大面积内的指纹纹理信息。当m=2时,将第一次滑动得到的指纹滑动图像序列拼接成指纹图像S1,将第二次滑动得到的指纹滑动图像序列拼接成指纹图像S2;以此类推,当m大于2时, 将m个指纹滑动图像序列分别拼接成指纹图像S1,S2,…,Sm。S1,S2,…,Sm均反映了手指较大面积内的指纹纹理信息,但其中包含的指纹纹理信息又有所区别。In the embodiment of the present invention, when m=1, a fingerprint sliding image sequence is spliced into a larger fingerprint image S1, and the fingerprint image S1 reflects fingerprint texture information in a larger area of the finger. When m=2, the fingerprint sliding image sequence obtained by the first sliding is spliced into the fingerprint image S1, and the fingerprint sliding image sequence obtained by the second sliding is spliced into the fingerprint image S2; and so on, when m is greater than 2, The m fingerprint sliding image sequences are respectively spliced into fingerprint images S1, S2, ..., Sm. S1, S2, ..., Sm all reflect the fingerprint texture information in a large area of the finger, but the fingerprint texture information contained therein is different.
这里的拼接方法可采用现有的拼接算法。由于拼接时可能存在偏移的问题,如图3,指纹图像S1的大小为Width*Height像素,Width大于W,Height大于Hs。The splicing method here can adopt the existing splicing algorithm. Due to the possibility of offset during splicing, as shown in FIG. 3, the size of the fingerprint image S1 is Width*Height pixels, the Width is greater than W, and the Height is greater than Hs.
S203:从指纹图像S1,S2,…,Sm中截取出指纹模板T1,T2,…,Tn,n为自然数。S203: The fingerprint templates T1, T2, ..., Tn, n are extracted from the fingerprint images S1, S2, ..., Sm as natural numbers.
由于在按压识别时,仅需要小面积的指纹纹理信息,并不需要如指纹图像S1这样的大面积的指纹纹理信息,在本发明实施例中,从指纹图像S1中截取出多个小面积的指纹图像。作为本发明的一个实施例,如图4所示,S203具体包括如下步骤:Since only a small area of fingerprint texture information is required at the time of press recognition, a large area of fingerprint texture information such as the fingerprint image S1 is not required. In the embodiment of the present invention, a plurality of small areas are cut out from the fingerprint image S1. Fingerprint image. As an embodiment of the present invention, as shown in FIG. 4, S203 specifically includes the following steps:
S401:以按压扫描区域的大小为搜索窗,在指纹图像Si的水平方向上搜索指纹有效面积最大的区域,i遍历区间[1,m]内的整数。S401: Searching for the size of the pressed scan area as a search window, searching for the area with the largest effective area of the fingerprint in the horizontal direction of the fingerprint image Si, i traversing the integer in the interval [1, m].
在按压识别时,预先保存的指纹模板大小应当与手指按压时采集到的指纹按压图像大小相同,而指纹按压图像的大小又以按压扫描区域的大小为依据。在本发明实施例中,以按压扫描区域的大小(W*H像素)为搜索窗,m=1,在指纹图像S1的水平方向上搜索指纹有效面积最大的区域,如图5所示,水平方向为沿Width的方向。When the recognition is pressed, the size of the fingerprint template saved in advance should be the same as the size of the fingerprint compression image collected when the finger is pressed, and the size of the fingerprint compression image is based on the size of the pressed scanning area. In the embodiment of the present invention, the size of the pressed scan area (W*H pixel) is used as the search window, and m=1, and the area with the largest effective area of the fingerprint is searched in the horizontal direction of the fingerprint image S1, as shown in FIG. The direction is in the direction of Width.
S402:根据搜索窗的大小截取指纹有效面积最大的区域作为指纹模板Tj,j为区间[1,n]内的整数。S402: The area with the largest effective area of the fingerprint is intercepted according to the size of the search window as the fingerprint template Tj, and j is an integer in the interval [1, n].
每次沿水平方向搜索后得到一个指纹有效面积最大的区域,截取其作为指纹模板,如图5中的指纹模板T1。 Each time after searching in the horizontal direction, an area with the largest effective area of the fingerprint is obtained, and it is intercepted as a fingerprint template, such as the fingerprint template T1 in FIG.
S403:搜索窗在指纹图像Si的垂直方向上平移预设数量像素,然后重复以上步骤,最终截取出指纹模板T1,T2,…,Tn。S403: The search window translates a preset number of pixels in a vertical direction of the fingerprint image Si, and then repeats the above steps, and finally extracts the fingerprint templates T1, T2, . . . , Tn.
每次沿水平方向搜索截取出一个指纹模板后,搜索窗沿垂直方向平移预设数量像素,垂直方向为沿Height方向,然后沿水平方向重复搜索和截取的过程,从而得到多个指纹模板T2,…,Tn。Each time after searching for a fingerprint template in the horizontal direction, the search window shifts a preset number of pixels in the vertical direction, the vertical direction is in the Height direction, and then the process of searching and intercepting is repeated in the horizontal direction, thereby obtaining a plurality of fingerprint templates T2, ... , Tn.
在本发明实施例中,从滑动注册时拼接得到的指纹大图(指纹图像S1)截取出指纹模板,指纹模板的大小与识别时指纹按压图像的大小相同,能够使滑动注册和按压识别有效地衔接。In the embodiment of the present invention, the fingerprint template is extracted from the fingerprint large image (fingerprint image S1) spliced during the sliding registration, and the size of the fingerprint template is the same as the size of the fingerprint pressing image during the recognition, so that the sliding registration and the pressing recognition can be effectively performed. Connect.
出于对截取得到的指纹模板相关性的考虑,作为本发明的一个实施例,搜索窗沿垂直方向平移的像素数量大于1。即沿垂直方向平移时,相邻的搜索窗可以是重叠的,也可以是不重叠的。如搜索窗的大小为W*H像素,重叠时即平移预设数量小于等于H,不重叠时即为平移预设数量大于H。In view of the correlation of the fingerprint template obtained by the truncation, as one embodiment of the present invention, the number of pixels in the search window that are translated in the vertical direction is greater than one. That is, when the image is translated in the vertical direction, the adjacent search windows may be overlapped or non-overlapping. For example, if the size of the search window is W*H pixels, the preset number of panning is less than or equal to H when overlapped, and the preset number of pans is greater than H when there is no overlap.
S204:获取指纹按压图像。S204: Acquire a fingerprint pressing image.
在识别时采用按压的方式:手指在指纹传感器上按压,指纹传感器上的按压扫描区域以一定的频率对按压的手指进行扫描,采集到一幅指纹按压图像。该指纹按压图像的大小以按压扫描区域的大小为依据,如图6所示,按压扫描区域的大小为W*H像素,则该指纹按压图像的大小也为W*H像素。In the recognition, the pressing method is adopted: the finger is pressed on the fingerprint sensor, and the pressed scanning area on the fingerprint sensor scans the pressed finger at a certain frequency to collect a fingerprint pressing image. The size of the fingerprint pressing image is based on the size of the pressing scanning area. As shown in FIG. 6 , the size of the pressing scanning area is W*H pixels, and the size of the fingerprint pressing image is also W*H pixels.
作为本发明的一个实施例,获取指纹滑动图像序列的滑动扫描区域小于获取指纹按压图像的按压扫描区域。这是因为在滑动注册时,手指与滑动扫描区域之间有微小的相对移动,在拼接成指纹图像S1时会引入一定的形变,在相同的扫描频率下,滑动扫描区域越小产生的形变越小。As an embodiment of the present invention, the sliding scan area for acquiring the fingerprint sliding image sequence is smaller than the pressing scanning area for acquiring the fingerprint pressing image. This is because when sliding registration, there is a slight relative movement between the finger and the sliding scanning area, and a certain deformation is introduced when splicing into the fingerprint image S1. At the same scanning frequency, the smaller the sliding scanning area is, the more deformation is generated. small.
S205:将指纹按压图像与指纹模板T1,T2,…,Tn进行对比匹配。S205: Compare and match the fingerprint pressing image with the fingerprint templates T1, T2, . . . , Tn.
在本发明实施例中,以滑动注册和按压识别相结合,滑动注册后将获取 的指纹滑动图像序列拼接为较大的指纹图像S1,然后在该指纹图像中截取出供按压识别使用的指纹模板,由此,用户在注册时滑动手指即可完成指纹模板的注册,在识别时也只需要按压一次即可完成指纹识别,有机融合了现有技术的指纹识别方案。In the embodiment of the present invention, combined with sliding registration and press recognition, the sliding registration will be obtained. The fingerprint sliding image sequence is spliced into a larger fingerprint image S1, and then the fingerprint template used for pressing recognition is taken out in the fingerprint image, thereby the user can complete the registration of the fingerprint template by sliding the finger during registration, when identifying Fingerprint recognition can be completed only by pressing once, and the fingerprint recognition scheme of the prior art is organically integrated.
作为本发明的一个优选实施例,在滑动注册时,手指在指纹传感器上多次滑动,采集多个指纹滑动图像序列,即m大于1。每个指纹滑动图像序列分别拼接成指纹大图(指纹图像S1,S2,…,Sm),然后对指纹图像S1,S2,…,Sm均执行以上描述的搜索和截取步骤,截取出指纹模板T1,T2,…,Tn,…。在滑动注册时采集多个指纹滑动图像序列是因为:在每次滑动时,手指和滑动扫描区域的相对位置会有不同程度的偏移,拼接得到的指纹大图(指纹图像S1,S2,…,Sm)不尽相同,即每次采集到的指纹纹理信息不尽相同,从多幅指纹大图中可以截取出更多的指纹模板,包含更多的指纹纹理信息,有利于后续的识别过程。As a preferred embodiment of the present invention, when sliding registration, the finger slides on the fingerprint sensor multiple times, and a plurality of fingerprint sliding image sequences are acquired, that is, m is greater than 1. Each fingerprint sliding image sequence is respectively spliced into a fingerprint large image (fingerprint image S1, S2, ..., Sm), and then the fingerprint image S1, S2, ..., Sm is subjected to the search and interception steps described above, and the fingerprint template T1 is intercepted. , T2,...,Tn,... The multiple fingerprint sliding image sequences are collected during the sliding registration because the relative position of the finger and the sliding scanning area is shifted to different degrees each time the sliding is performed, and the fingerprinted large image is obtained (fingerprint images S1, S2, ... , Sm) is not the same, that is, each time the fingerprint texture information collected is not the same, more fingerprint templates can be intercepted from multiple fingerprint large images, including more fingerprint texture information, which is beneficial to the subsequent identification process. .
图7是本发明实施例二提供的指纹识别方法的流程图。如图7所示,该方法包括:FIG. 7 is a flowchart of a fingerprint identification method according to
S701-S705:分别与上述S201-S205的步骤相同,在此不再赘述。S701-S705: The steps are the same as those of the foregoing S201-S205, and details are not described herein again.
S706:如果指纹按压图像与指纹模板Ts匹配成功,以指纹按压图像替换指纹模板Ts,s为区间[1,n]内的整数。S706: If the fingerprint pressing image and the fingerprint template Ts are successfully matched, the fingerprint template Ts is replaced by the fingerprint pressing image, and s is an integer in the interval [1, n].
在本发明实施例中,截取出的指纹模板为T1,T2,…,Tn,如果采集的指纹按压图像与其中的指纹模板Ts匹配成功,以指纹按压图像替换指纹模板Ts。这里的匹配方法可以采用现有的指纹图像识别算法,根据相似度的大小判断指纹按压图像和指纹模板是否匹配。相似度代表图像之间相似程度的参数,包括但不限于特征点匹配个数、直方图分布相似度等。相似度越大,图 像匹配成功、被识别的概率越大。In the embodiment of the present invention, the cut fingerprint template is T1, T2, . . . , Tn. If the captured fingerprint pressing image matches the fingerprint template Ts successfully, the fingerprint template Ts is replaced by the fingerprint pressing image. The matching method here can adopt an existing fingerprint image recognition algorithm, and judge whether the fingerprint pressing image and the fingerprint template match according to the magnitude of the similarity. The similarity represents a degree of similarity between images, including but not limited to the number of feature point matches, the histogram distribution similarity, and the like. The greater the similarity, the graph The probability that the match is successful and recognized is greater.
以指纹按压图像替换由滑动得到的指纹模板是因为:与指纹按压图像相比,由指纹滑动序列经过拼接和截取得到的指纹模板存在一定的形变,从而影响识别率;在每一次识别成功后以指纹按压图像替换由滑动得到的指纹模板,可以逐步将由滑动得到的指纹模板替换为由按压得到的指纹模板,从而减少形变带来的影响,提高识别率,与此同时,并不需要用户进行额外的操作。The fingerprint template obtained by the sliding is replaced by the fingerprint pressing image because: compared with the fingerprint pressing image, the fingerprint template obtained by splicing and cutting the fingerprint sliding sequence has a certain deformation, thereby affecting the recognition rate; after each recognition is successful, The fingerprint pressing image replaces the fingerprint template obtained by sliding, and the fingerprint template obtained by sliding can be gradually replaced with the fingerprint template obtained by pressing, thereby reducing the influence of deformation and improving the recognition rate, and at the same time, the user is not required to perform additional Operation.
图8是本发明实施例三提供的指纹识别装置的结构示意图。如图8所示,该指纹识别装置80包括:采集单元81、拼接单元82、截取单元83和识别单元84。FIG. 8 is a schematic structural diagram of a fingerprint identification apparatus according to
采集单元81位于指纹传感器的感应区,用于获取m个指纹滑动图像序列,m为自然数。The collecting
拼接单元82用于将上述m个指纹滑动图像序列分别拼接成指纹图像S1,S2,…,Sm。The
截取单元83从指纹图像S1,S2,…,Sm中截取出指纹模板T1,T2,…,Tn,n为自然数。The intercepting
采集单元81还用于获取指纹按压图像。The collecting
识别单元84用于将指纹按压图像与指纹模板T1,T2,…,Tn进行对比匹配。The
优选地,如图9所示,截取单元83包括搜索子单元831、截取子单元832和平移子单元833。Preferably, as shown in FIG. 9, the intercepting
搜索子单元831用于以按压扫描区域的大小为搜索窗,在指纹图像Si的水平方向上搜索指纹有效面积最大的区域,i遍历区间[1,m]内的整数。 The search sub-unit 831 is configured to search for the area where the effective area of the fingerprint is the largest in the horizontal direction of the fingerprint image Si by using the size of the pressed scan area as the search window, i traversing the integer in the interval [1, m].
截取子单元832用于根据搜索窗的大小截取指纹有效面积最大的区域作为指纹模板Tj,j为区间[1,n]内的整数。The intercepting
平移子单元833用于将搜索窗在指纹图像Si的垂直方向上平移预设数量像素,然后重复搜索子单元831和截取子单元832的操作,最终截取出指纹模板T1,T2,…,Tn。The
在本发明实施例中,从滑动注册时拼接得到的指纹大图(指纹图像S1,S2,…,Sm)截取出指纹模板,指纹模板的大小与识别时指纹按压图像的大小相同,能够使滑动注册和按压识别有效地衔接。In the embodiment of the present invention, the fingerprint template is extracted from the fingerprint large image (fingerprint image S1, S2, ..., Sm) obtained by splicing during the sliding registration, and the size of the fingerprint template is the same as the size of the fingerprint pressing image during the recognition, so that the sliding can be performed. Registration and press recognition are effectively articulated.
出于对截取得到的指纹模板相关性的考虑,作为本发明的一个实施例,搜索窗沿垂直方向平移的预设数量大于1。即沿垂直方向平移时,相邻的搜索窗可以是重叠的,也可以是不重叠的。As an embodiment of the present invention, the preset number of translations of the search window in the vertical direction is greater than one in consideration of the correlation of the fingerprint templates obtained by the interception. That is, when the image is translated in the vertical direction, the adjacent search windows may be overlapped or non-overlapping.
作为本发明的另一个实施例,采集单元81中的滑动扫描区域小于按压扫描区域。这是因为在滑动注册时,手指与滑动扫描区域之间有微小的相对移动,在拼接成指纹图像S1,S2,…,Sm时会引入一定的形变,在相同的扫描频率下,滑动扫描区域越小产生的形变越小。As another embodiment of the present invention, the sliding scan area in the
作为本发明的又一个实施例,如图10所示,指纹识别装置80还包括替换单元85,替换单元85用于如果指纹按压图像与指纹模板Ts匹配成功,以指纹按压图像替换指纹模板Ts,s为区间[1,n]内的整数。As still another embodiment of the present invention, as shown in FIG. 10, the
以指纹按压图像替换由滑动得到的指纹模板是因为:与指纹按压图像相比,由指纹滑动序列经过拼接和截取得到的指纹模板存在一定的形变,从而影响识别率;在每一次识别成功后以指纹按压图像替换由滑动得到的指纹模板,可以逐步将由滑动得到的指纹模板替换为由按压得到的指纹模板,从而减少形变带来的影响,提高识别率,与此同时,并不需要用户进行额外的操 作。The fingerprint template obtained by the sliding is replaced by the fingerprint pressing image because: compared with the fingerprint pressing image, the fingerprint template obtained by splicing and cutting the fingerprint sliding sequence has a certain deformation, thereby affecting the recognition rate; after each recognition is successful, The fingerprint pressing image replaces the fingerprint template obtained by sliding, and the fingerprint template obtained by sliding can be gradually replaced with the fingerprint template obtained by pressing, thereby reducing the influence of deformation and improving the recognition rate, and at the same time, the user is not required to perform additional Fuck Work.
在本发明实施例中,以滑动注册和按压识别相结合,滑动注册后将获取的指纹滑动图像序列拼接为较大的指纹图像S1,S2,…,Sm,然后在这些指纹图像中截取出供按压识别使用的指纹模板,由此,用户在注册时滑动手指即可完成指纹模板的注册,在识别时也只需要按压一次即可完成指纹识别,有机融合了现有技术的指纹识别方案。In the embodiment of the present invention, the sliding fingerprint registration sequence is spliced into a larger fingerprint image S1, S2, ..., Sm after the sliding registration is combined with the sliding registration and the pressing recognition, and then the fingerprint images are intercepted in the fingerprint images. Pressing the fingerprint template used for identification, the user can complete the fingerprint template registration by sliding the finger during registration, and only needs to press once to complete the fingerprint recognition, and organically integrates the fingerprint recognition scheme of the prior art.
可以理解的是,本实施例的装置与上述方法实施例对应,因此,本实施例装置的各模块的具体内容可以参见方法实施例中的相关描述,在此不再详细说明。It is to be understood that the device in this embodiment corresponds to the foregoing method embodiment. Therefore, the specific content of each module of the device in this embodiment can be referred to the related description in the method embodiment, and is not described in detail herein.
图11是本发明实施例四提供的终端的结构示意图。如图11所示,该终端1100包括:壳体1101、处理器1102、存储器1103、电路板1104和电源电路1105,其中,电路板1104安置在壳体1101围成的空间内部,处理器1102和存储器1103设置在电路板1104上;电源电路1105用于为终端1100的各个电路或器件供电;存储器1103用于存储可执行程序代码;处理器1102通过读取存储器1103中存储的可执行程序代码来运行与可执行程序代码对应的程序,以用于执行以下步骤:FIG. 11 is a schematic structural diagram of a terminal according to
获取m个指纹滑动图像序列,m为自然数。Obtain m fingerprint sliding image sequences, where m is a natural number.
将m个指纹滑动图像序列分别拼接成指纹图像S1,S2,…,Sm。The m fingerprint sliding image sequences are respectively spliced into fingerprint images S1, S2, ..., Sm.
从指纹图像S1,S2,…,Sm中截取出指纹模板T1,T2,…,Tn,n为自然数。The fingerprint templates T1, T2, ..., Tn, n are taken from the fingerprint images S1, S2, ..., Sm as natural numbers.
获取指纹按压图像。Get the fingerprint pressed image.
将指纹按压图像与指纹模板T1,T2,…,Tn进行对比匹配。The fingerprint pressing image is compared and matched with the fingerprint templates T1, T2, ..., Tn.
在本发明实施例中,以滑动注册和按压识别相结合,滑动注册后将获取 的指纹滑动图像序列拼接为较大的指纹图像S1,S2,…,Sm,然后在这些指纹图像中截取出供按压识别使用的指纹模板,由此,用户在注册时滑动手指即可完成指纹模板的注册,在识别时也只需要按压一次即可完成指纹识别,有机融合了现有技术的指纹识别方案。In the embodiment of the present invention, combined with sliding registration and press recognition, the sliding registration will be obtained. The fingerprint sliding image sequence is spliced into larger fingerprint images S1, S2, ..., Sm, and then the fingerprint template used for pressing recognition is taken out in the fingerprint images, thereby the user can complete the fingerprint template by sliding the finger during registration. The registration can be completed only by pressing once, and the fingerprint recognition scheme of the prior art is organically integrated.
需要说明的是,流程图中或在此以其他方式描述的任何过程或方法描述可以被理解为,表示包括一个或更多个用于实现特定逻辑功能或过程的步骤的可执行指令的代码的模块、片段或部分,并且本发明的优选实施方式的范围包括另外的实现,其中可以不按所示出或讨论的顺序,包括根据所涉及的功能按基本同时的方式或按相反的顺序,来执行功能,这应被本发明的实施例所属技术领域的技术人员所理解。It should be noted that any process or method description in the flowcharts or otherwise described herein can be understood as representing code that includes one or more executable instructions for implementing the steps of a particular logical function or process. Modules, segments or portions, and the scope of the preferred embodiments of the invention includes additional implementations, which may not be in the order shown or discussed, including in a substantially simultaneous manner or in reverse order depending on the functionality involved. The functions are performed, which should be understood by those skilled in the art to which the embodiments of the present invention pertain.
应当理解,本发明的各部分可以用硬件、软件、固件或它们的组合来实现。在上述实施方式中,多个步骤或方法可以用存储在存储器中且由合适的指令执行系统执行的软件或固件来实现。例如,如果用硬件来实现,和在另一实施方式中一样,可用本领域公知的下列技术中的任一项或他们的组合来实现:具有用于对数据信号实现逻辑功能的逻辑门电路的离散逻辑电路,具有合适的组合逻辑门电路的专用集成电路,可编程门阵列(PGA),现场可编程门阵列(FPGA)等。It should be understood that portions of the invention may be implemented in hardware, software, firmware or a combination thereof. In the above-described embodiments, multiple steps or methods may be implemented in software or firmware stored in a memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, it can be implemented by any one or combination of the following techniques well known in the art: having logic gates for implementing logic functions on data signals. Discrete logic circuits, application specific integrated circuits with suitable combinational logic gates, programmable gate arrays (PGAs), field programmable gate arrays (FPGAs), etc.
本技术领域的普通技术人员可以理解实现上述实施例方法携带的全部或部分步骤是可以通过程序来指令相关的硬件完成,所述的程序可以存储于一种计算机可读存储介质中,该程序在执行时,包括方法实施例的步骤之一或其组合。One of ordinary skill in the art can understand that all or part of the steps carried by the method of implementing the above embodiments can be completed by a program to instruct related hardware, and the program can be stored in a computer readable storage medium. When executed, one or a combination of the steps of the method embodiments is included.
此外,在本发明各个实施例中的各功能单元可以集成在一个处理模块中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个模 块中。上述集成的模块既可以采用硬件的形式实现,也可以采用软件功能模块的形式实现。所述集成的模块如果以软件功能模块的形式实现并作为独立的产品销售或使用时,也可以存储在一个计算机可读取存储介质中。In addition, each functional unit in each embodiment of the present invention may be integrated into one processing module, or each unit may exist physically separately, or two or more units may be integrated into one module. In the block. The above integrated modules can be implemented in the form of hardware or in the form of software functional modules. The integrated modules, if implemented in the form of software functional modules and sold or used as stand-alone products, may also be stored in a computer readable storage medium.
上述提到的存储介质可以是只读存储器,磁盘或光盘等。The above mentioned storage medium may be a read only memory, a magnetic disk or an optical disk or the like.
尽管上面已经示出和描述了本发明的实施例,可以理解的是,上述实施例是示例性的,不能理解为对本发明的限制,本领域的普通技术人员在本发明的范围内可以对上述实施例进行变化、修改、替换和变型。 Although the embodiments of the present invention have been shown and described, it is understood that the above-described embodiments are illustrative and are not to be construed as limiting the scope of the invention. The embodiments are subject to variations, modifications, substitutions and variations.
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| WO2020232636A1 (en) * | 2019-05-21 | 2020-11-26 | 深圳市汇顶科技股份有限公司 | Fingerprint recognition apparatus, fingerprint recognition method, and electronic device |
| CN110210199B (en) * | 2019-05-30 | 2022-07-15 | 上海应用技术大学 | IoT device identity authentication method based on fingerprint collection and recognition |
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