CN105303176A - Fingerprint template updating method and device - Google Patents
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Abstract
Description
技术领域technical field
本发明实施例涉及指纹识别技术领域,尤其涉及一种指纹模板更新方法及装置。Embodiments of the present invention relate to the technical field of fingerprint identification, and in particular to a method and device for updating a fingerprint template.
背景技术Background technique
随着生物识别技术的快速发展,指纹识别越来越多地应用于商务及人们的日常生活中。With the rapid development of biometric technology, fingerprint recognition is more and more used in business and people's daily life.
现有技术中,通常对同一手指多次采集指纹特征数据,然后把这些指纹特征数据进行简单取算术平均值得到一个指纹模板。后续在身份验证时,只将采集到的新指纹特征数据与预设的指纹模板进行相似度比对,相似度超过预设阀值时,指纹身份验证通过,用户获得使用权限,进而可以进入预设程序或者进行相关应用操作。In the prior art, the fingerprint feature data is usually collected multiple times for the same finger, and then the fingerprint feature data is simply calculated as an arithmetic mean value to obtain a fingerprint template. Subsequent authentication will only compare the similarity between the collected new fingerprint feature data and the preset fingerprint template. When the similarity exceeds the preset threshold, the fingerprint authentication will pass, and the user will be granted permission to enter the preset fingerprint template. Set up programs or perform related application operations.
但是,在实际应用中,由于采集指纹时动作不规范、手指表面有异物及外部温度环境变化等因素的影响,通过这种方法采集到的指纹最终形成固定的指纹模板很可能存在一些瑕疵,而验证身份时只是简单地将新采集的指纹与这个固定指纹模板做相似度比对,可能会导致较高的拒真率和认假率。However, in practical applications, due to the influence of factors such as irregular movements when collecting fingerprints, foreign objects on the surface of the fingers, and changes in the external temperature environment, the fingerprints collected by this method may eventually form a fixed fingerprint template. When verifying the identity, simply comparing the newly collected fingerprint with the fixed fingerprint template for similarity may result in a high rejection rate and false acceptance rate.
发明内容Contents of the invention
本发明实施例提供一种指纹模板更新方法及装置,以提高指纹识别的准确率。Embodiments of the present invention provide a method and device for updating a fingerprint template, so as to improve the accuracy of fingerprint identification.
第一方面,本发明实施例提供了一种指纹模板更新方法,包括:In a first aspect, an embodiment of the present invention provides a method for updating a fingerprint template, including:
根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;matching the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint database;
若所述第一指纹信息匹配成功,确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;If the first fingerprint information is successfully matched, determine whether there is new fingerprint feature information that does not exist in the fingerprint template in the first fingerprint information;
若所述第一指纹信息中存在新的指纹特征信息,则使用所述新的指纹特征信息更新所述指纹模板。If there is new fingerprint feature information in the first fingerprint information, update the fingerprint template with the new fingerprint feature information.
第二方面,本发明实施例还提供一种指纹模板更新装置,包括:In a second aspect, the embodiment of the present invention also provides a device for updating a fingerprint template, including:
指纹匹配模块,用于根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;A fingerprint matching module, configured to match the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint library;
新指纹特征确定模块,用于在所述指纹匹配模块确定第一指纹信息匹配成功后,确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;A new fingerprint feature determination module, configured to determine whether there is new fingerprint feature information that does not exist in the fingerprint template in the first fingerprint information after the fingerprint matching module determines that the first fingerprint information is successfully matched;
指纹更新模块,用于在所述新指纹特征确定模块确定所述第一指纹信息中存在新的指纹特征信息后,使用所述新的指纹特征信息更新所述指纹模板。A fingerprint update module, configured to use the new fingerprint feature information to update the fingerprint template after the new fingerprint feature determination module determines that there is new fingerprint feature information in the first fingerprint information.
本发明实施例通过根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;若所述第一指纹信息匹配成功,确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;若所述第一指纹信息中存在新的指纹特征信息,则使用所述新的指纹特征信息更新所述指纹模板。本发明实施例通过使用新的指纹特征信息更新所述指纹模板,使指纹模板中的指纹特征信息更加丰富,从而能够提高指纹识别的准确率。In the embodiment of the present invention, the first fingerprint information input by the user is matched with the fingerprint template pre-stored in the fingerprint library; if the first fingerprint information is successfully matched, it is determined whether the fingerprint template exists in the first fingerprint information new fingerprint feature information that does not exist in the first fingerprint information; if there is new fingerprint feature information in the first fingerprint information, update the fingerprint template with the new fingerprint feature information. In the embodiments of the present invention, by updating the fingerprint template with new fingerprint feature information, the fingerprint feature information in the fingerprint template is enriched, thereby improving the accuracy of fingerprint identification.
附图说明Description of drawings
图1为本发明实施例一提供的指纹模板更新方法的流程示意图;FIG. 1 is a schematic flow chart of a method for updating a fingerprint template provided by Embodiment 1 of the present invention;
图2为本发明实施例二提供的指纹模板更新方法的流程示意图;FIG. 2 is a schematic flow chart of a method for updating a fingerprint template provided in Embodiment 2 of the present invention;
图3为本发明实施例三提供的指纹模板更新方法的流程示意图;FIG. 3 is a schematic flow diagram of a method for updating a fingerprint template provided by Embodiment 3 of the present invention;
图4为本发明实施例四提供的指纹模板更新装置的结构示意图。FIG. 4 is a schematic structural diagram of an apparatus for updating a fingerprint template provided by Embodiment 4 of the present invention.
具体实施方式detailed description
下面结合附图和实施例对本发明作进一步的详细说明。可以理解的是,此处所描述的具体实施例仅仅用于解释本发明,而非对本发明的限定。另外还需要说明的是,为了便于描述,附图中仅示出了与本发明相关的部分而非全部结构。The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, only some structures related to the present invention are shown in the drawings but not all structures.
本发明实施例提供的指纹模板更新方法的执行主体,可为本发明实施例提供的指纹模板更新装置,或者集成了所述指纹模板更新装置的终端设备(例如,智能手机、平板电脑等),该指纹模板更新装置可以采用硬件或软件的方式实现。The execution subject of the fingerprint template updating method provided in the embodiment of the present invention may be the fingerprint template updating device provided in the embodiment of the present invention, or a terminal device (for example, a smart phone, a tablet computer, etc.) integrating the fingerprint template updating device, The device for updating the fingerprint template can be realized by means of hardware or software.
实施例一Embodiment one
图1为本发明实施例一提供的指纹模板更新方法的流程示意图,如图1所示,具体包括:Fig. 1 is a schematic flow chart of the fingerprint template updating method provided by Embodiment 1 of the present invention, as shown in Fig. 1 , specifically including:
步骤11、根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;Step 11, matching the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint database;
例如,可在指纹模板更新装置上设置指纹采集模板,通过指纹采集模板可获取到用户输入的第一指纹信息。其中,指纹模板中包含了用户指纹的纹理信息。For example, a fingerprint collection template can be set on the fingerprint template updating device, and the first fingerprint information input by the user can be obtained through the fingerprint collection template. Wherein, the fingerprint template includes texture information of the user's fingerprint.
具体的,若所述第一指纹信息匹配成功,则执行步骤12,否则执行步骤14。Specifically, if the first fingerprint information is successfully matched, step 12 is performed; otherwise, step 14 is performed.
步骤12、确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;Step 12. Determine whether there is new fingerprint feature information that does not exist in the fingerprint template in the first fingerprint information;
具体的,由于每次采集指纹时手指动作不可能每次都一样、手指表面有异物及外部温度环境变化等因素的影响,因此采集到的第一指纹信息中很可能包含指纹模板中不存在的一些指纹信息。若所述第一指纹信息中存在新的指纹特征信息,则执行步骤13,否则至步骤14。Specifically, because the finger movements cannot be the same each time the fingerprint is collected, there are foreign objects on the surface of the finger, and the external temperature environment changes and other factors, the first fingerprint information collected is likely to contain information that does not exist in the fingerprint template. Some fingerprint information. If there is new fingerprint feature information in the first fingerprint information, go to step 13, otherwise go to step 14.
步骤13、使用所述新的指纹特征信息更新所述指纹模板;Step 13, using the new fingerprint feature information to update the fingerprint template;
具体的,在更新时,可采用第一指纹信息替代所述指纹模板。Specifically, when updating, the first fingerprint information may be used to replace the fingerprint template.
步骤14、拒绝对所述指纹模板进行更新处理。Step 14, refusing to update the fingerprint template.
本实施例通过根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;若所述第一指纹信息匹配成功,确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;若所述第一指纹信息中存在新的指纹特征信息,则使用所述新的指纹特征信息更新所述指纹模板。本实施例通过使用新的指纹特征信息更新所述指纹模板,使指纹模板中的指纹特征信息更加丰富,从而能够提高指纹识别的准确率。In this embodiment, the first fingerprint information input by the user is matched with the fingerprint template pre-stored in the fingerprint database; if the first fingerprint information is successfully matched, it is determined whether the fingerprint template exists in the first fingerprint information New fingerprint feature information that does not exist; if there is new fingerprint feature information in the first fingerprint information, update the fingerprint template with the new fingerprint feature information. In this embodiment, by updating the fingerprint template with new fingerprint feature information, the fingerprint feature information in the fingerprint template is enriched, thereby improving the accuracy of fingerprint identification.
示例性的,在上述实施例的基础上,使用所述新的指纹特征信息更新所述指纹模板之后,还包括:Exemplarily, on the basis of the above embodiments, after using the new fingerprint feature information to update the fingerprint template, it also includes:
采集用户输入的第二指纹信息;collecting the second fingerprint information input by the user;
将所述第二指纹信息与更新后的指纹模板进行匹配,根据匹配结果确定身份验证结果。The second fingerprint information is matched with the updated fingerprint template, and an identity verification result is determined according to the matching result.
具体的,由于更新后的指纹模板包含了更多的指纹特征信息,在后续指纹验证时,采用更新后的指纹模板进行匹配,能够进一步提高验证率。在使用第二指纹信息与更新后的指纹模板进行匹配后,如果匹配成功,进一步确定所述第二指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息,若所述第二指纹信息中存在新的指纹特征信息,则再次使用所述新的指纹特征信息更新所述指纹模板。依次类推,每次匹配成功一次,就更新一次指纹模板,使指纹模板中的指纹特征信息更加丰富,从而提高指纹识别准确度。Specifically, since the updated fingerprint template contains more fingerprint feature information, in subsequent fingerprint verification, using the updated fingerprint template for matching can further improve the verification rate. After using the second fingerprint information to match the updated fingerprint template, if the matching is successful, further determine whether there is new fingerprint feature information in the second fingerprint information that does not exist in the fingerprint template, if the second If there is new fingerprint feature information in the fingerprint information, then use the new fingerprint feature information again to update the fingerprint template. By analogy, each time the matching is successful, the fingerprint template is updated to enrich the fingerprint feature information in the fingerprint template, thereby improving the accuracy of fingerprint identification.
示例性的,本发明实施例还提供了指纹模板的生成方法,具体的,在所述根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配之前,进一步包括:Exemplarily, the embodiment of the present invention also provides a method for generating a fingerprint template. Specifically, before the first fingerprint information input by the user is matched with the fingerprint template pre-stored in the fingerprint database, the method further includes:
采集用户的第三指纹信息;Collect the third fingerprint information of the user;
提取所述第三指纹信息中的指纹特征信息,形成指纹模板;Extracting fingerprint feature information in the third fingerprint information to form a fingerprint template;
将所述指纹模板存储在所述指纹库中。The fingerprint template is stored in the fingerprint library.
示例性的,所述指纹特征信息包括指纹的整体特征和细节特征;Exemplarily, the fingerprint feature information includes overall features and detailed features of the fingerprint;
所述整体特征包括弓形、弧形、箕形、斗形和杂形中的至少一种;The overall features include at least one of bow, arc, skip, bucket and miscellaneous;
所述细节特征包括乳突纹线的细小结构和具体形态。The detailed features include the fine structure and specific shape of the mastoid line.
其中,细节特征包括乳突纹线的起点、终点、小点和短棒等。Among them, the detailed features include the start point, end point, small point and short stick of the mastoid line.
示例性的,上述各实施例同样通过根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;若所述第一指纹信息匹配成功,确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;若所述第一指纹信息中存在新的指纹特征信息,则使用所述新的指纹特征信息更新所述指纹模板,使指纹模板中的指纹特征信息更加丰富,从而同样能够提高指纹识别的准确率。Exemplarily, the above embodiments also match the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint library; if the first fingerprint information is successfully matched, determine whether the first fingerprint information is There is new fingerprint feature information that does not exist in the fingerprint template; if there is new fingerprint feature information in the first fingerprint information, then use the new fingerprint feature information to update the fingerprint template, so that the fingerprint template in the fingerprint template The fingerprint feature information is richer, which can also improve the accuracy of fingerprint recognition.
实施例二Embodiment two
图2为本发明实施例二提供的指纹模板更新方法的流程示意图,本实施例在上述实施例一的基础上进一步采用更新后的指纹模板进行匹配的相关流程,如图2所示,具体包括如下步骤:Figure 2 is a schematic flow diagram of the fingerprint template updating method provided by Embodiment 2 of the present invention. On the basis of the above-mentioned Embodiment 1, this embodiment further uses the updated fingerprint template for matching related processes, as shown in Figure 2, specifically including Follow the steps below:
步骤21、根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;Step 21, matching the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint database;
若所述第一指纹信息匹配成功,则执行步骤22,否则执行步骤24。If the first fingerprint information is successfully matched, perform step 22, otherwise perform step 24.
步骤22、确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;Step 22. Determine whether there is new fingerprint feature information that does not exist in the fingerprint template in the first fingerprint information;
若所述第一指纹信息中存在新的指纹特征信息,则执行步骤23,否则至步骤24。If there is new fingerprint feature information in the first fingerprint information, go to step 23, otherwise go to step 24.
步骤23、使用所述新的指纹特征信息更新所述指纹模板,执行步骤25;Step 23, using the new fingerprint feature information to update the fingerprint template, and perform step 25;
步骤24、拒绝对所述指纹模板进行更新处理;Step 24, refusing to update the fingerprint template;
步骤25、采集用户输入的第二指纹信息,执行步骤26;Step 25, collect the second fingerprint information input by the user, and execute step 26;
步骤26、将所述第二指纹信息与更新后的指纹模板进行匹配,根据匹配结果确定身份验证结果。Step 26. Match the second fingerprint information with the updated fingerprint template, and determine the identity verification result according to the matching result.
本实施例实施例同样通过根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;若所述第一指纹信息匹配成功,确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;若所述第一指纹信息中存在新的指纹特征信息,则使用所述新的指纹特征信息更新所述指纹模板,使指纹模板中的指纹特征信息更加丰富,在后续识别时,采用更新后的指纹模板中的指纹特征信息进行匹配,从而提高指纹识别的准确率。The embodiment of this embodiment also matches the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint library; if the first fingerprint information is successfully matched, determine whether the first fingerprint information exists in the first fingerprint information New fingerprint feature information that does not exist in the fingerprint template; if there is new fingerprint feature information in the first fingerprint information, then use the new fingerprint feature information to update the fingerprint template, so that the fingerprint feature information in the fingerprint template It is richer, and in the subsequent identification, the fingerprint feature information in the updated fingerprint template is used for matching, thereby improving the accuracy of fingerprint identification.
实施例三Embodiment Three
图3为本发明实施例三提供的指纹模板更新方法的流程示意图,本实施例在上述实施例一的基础上进一步包括建立指纹模板的相关流程,如图3所示,具体包括如下步骤:Fig. 3 is a schematic flow diagram of the fingerprint template update method provided by Embodiment 3 of the present invention. On the basis of the above-mentioned Embodiment 1, this embodiment further includes the related flow of establishing a fingerprint template, as shown in Fig. 3 , specifically including the following steps:
步骤31、采集用户的第三指纹信息;Step 31, collecting the third fingerprint information of the user;
步骤32、提取所述第三指纹信息中的指纹特征信息,形成指纹模板;Step 32, extracting the fingerprint feature information in the third fingerprint information to form a fingerprint template;
步骤33、将所述指纹模板存储在所述指纹库中;Step 33, storing the fingerprint template in the fingerprint library;
步骤34、根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;Step 34, matching the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint database;
若所述第一指纹信息匹配成功,则执行步骤35,否则执行步骤37。If the first fingerprint information is successfully matched, perform step 35, otherwise perform step 37.
步骤35、确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;Step 35. Determine whether there is new fingerprint feature information that does not exist in the fingerprint template in the first fingerprint information;
若所述第一指纹信息中存在新的指纹特征信息,则执行步骤36,否则至步骤37。If there is new fingerprint feature information in the first fingerprint information, go to step 36, otherwise go to step 37.
步骤36、使用所述新的指纹特征信息更新所述指纹模板;Step 36, using the new fingerprint feature information to update the fingerprint template;
步骤37、拒绝对所述指纹模板进行更新处理。Step 37: Refuse to update the fingerprint template.
本实施例实施例同样通过根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;若所述第一指纹信息匹配成功,确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;若所述第一指纹信息中存在新的指纹特征信息,则使用所述新的指纹特征信息更新所述指纹模板,使指纹模板中的指纹特征信息更加丰富,从而提高指纹识别的准确率。The embodiment of this embodiment also matches the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint library; if the first fingerprint information is successfully matched, determine whether the first fingerprint information exists in the first fingerprint information New fingerprint feature information that does not exist in the fingerprint template; if there is new fingerprint feature information in the first fingerprint information, then use the new fingerprint feature information to update the fingerprint template, so that the fingerprint feature information in the fingerprint template More abundant, thereby improving the accuracy of fingerprint recognition.
实施例四Embodiment four
图4为本发明实施例四提供的指纹模板更新装置的结构示意图,如图4所示,具体包括:指纹匹配模块41、新指纹特征确定模块42和指纹更新模块43;FIG. 4 is a schematic structural diagram of a fingerprint template updating device provided in Embodiment 4 of the present invention, as shown in FIG. 4 , specifically comprising: a fingerprint matching module 41, a new fingerprint feature determination module 42, and a fingerprint updating module 43;
所述指纹匹配模块41用于根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配;The fingerprint matching module 41 is used to match the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint database;
所述新指纹特征确定模块42用于在所述指纹匹配模块41确定第一指纹信息匹配成功后,确定所述第一指纹信息中是否存在所述指纹模板中不存在的新的指纹特征信息;The new fingerprint feature determination module 42 is used to determine whether there is new fingerprint feature information that does not exist in the fingerprint template in the first fingerprint information after the fingerprint matching module 41 determines that the first fingerprint information is successfully matched;
所述指纹更新模块43用于在所述新指纹特征确定模块42确定所述第一指纹信息中存在新的指纹特征信息后,使用所述新的指纹特征信息更新所述指纹模板。The fingerprint update module 43 is configured to update the fingerprint template with the new fingerprint feature information after the new fingerprint feature determination module 42 determines that there is new fingerprint feature information in the first fingerprint information.
本实施例所述的指纹模板更新装置用于执行上述各实施例所述的指纹模板更新方法,其技术原理和产生的技术效果类似,这里不再累述。The fingerprint template updating device described in this embodiment is used to execute the fingerprint template updating methods described in the above-mentioned embodiments, and its technical principles and technical effects are similar, and will not be repeated here.
示例性的,在上述实施例的基础上,所述装置还包括:第一指纹采集模块44;Exemplarily, on the basis of the above embodiments, the device further includes: a first fingerprint collection module 44;
所述第一指纹采集模块44用于在所述指纹更新模块43使用所述新的指纹特征信息更新所述指纹模板之后,采集用户输入的第二指纹信息;The first fingerprint collection module 44 is used to collect the second fingerprint information input by the user after the fingerprint update module 43 uses the new fingerprint feature information to update the fingerprint template;
所述指纹匹配模块41还用于将所述第二指纹信息与更新后的指纹模板进行匹配,根据匹配结果确定身份验证结果。The fingerprint matching module 41 is also used to match the second fingerprint information with the updated fingerprint template, and determine the identity verification result according to the matching result.
示例性的,在上述实施例的基础上,所述装置还包括:第二指纹采集模块45、指纹提取模块46和指纹存储模块47;Exemplarily, on the basis of the above embodiments, the device further includes: a second fingerprint collection module 45, a fingerprint extraction module 46 and a fingerprint storage module 47;
所述第二指纹采集模块45用于在所述指纹匹配模块41根据用户输入的第一指纹信息与预先存储在指纹库中的指纹模板进行匹配之前,采集用户的第三指纹信息;The second fingerprint collection module 45 is used to collect the third fingerprint information of the user before the fingerprint matching module 41 matches the first fingerprint information input by the user with the fingerprint template pre-stored in the fingerprint library;
所述指纹提取模块46用于提取所述第三指纹信息中的指纹特征信息,形成指纹模板;The fingerprint extraction module 46 is used to extract the fingerprint feature information in the third fingerprint information to form a fingerprint template;
所述指纹存储模块47用于将所述指纹模板存储在所述指纹库中。The fingerprint storage module 47 is used to store the fingerprint template in the fingerprint library.
示例性的,在上述实施例的基础上,所述指纹特征信息包括指纹的整体特征和细节特征;Exemplarily, on the basis of the above-mentioned embodiments, the fingerprint feature information includes the overall features and detailed features of the fingerprint;
所述整体特征包括弓形、弧形、箕形、斗形和杂形中的至少一种;The overall features include at least one of bow, arc, skip, bucket and miscellaneous;
所述细节特征包括乳突纹线的细小结构和具体形态。The detailed features include the fine structure and specific shape of the mastoid line.
示例性的,在上述实施例的基础上,所述指纹匹配模块41还用于若所述第一指纹信息匹配失败,则拒绝对所述指纹模板进行更新处理。Exemplarily, on the basis of the above embodiments, the fingerprint matching module 41 is further configured to refuse to update the fingerprint template if the matching of the first fingerprint information fails.
上述各实施例所述的指纹模板更新装置同样用于执行上述各实施例所述的指纹模板更新方法,其技术原理和产生的技术效果类似,这里不再累述。The fingerprint template update device described in the above embodiments is also used to execute the fingerprint template update method described in the above embodiments, and its technical principles and technical effects are similar and will not be repeated here.
注意,上述仅为本发明的较佳实施例及所运用技术原理。本领域技术人员会理解,本发明不限于这里所述的特定实施例,对本领域技术人员来说能够进行各种明显的变化、重新调整和替代而不会脱离本发明的保护范围。因此,虽然通过以上实施例对本发明进行了较为详细的说明,但是本发明不仅仅限于以上实施例,在不脱离本发明构思的情况下,还可以包括更多其他等效实施例,而本发明的范围由所附的权利要求范围决定。Note that the above are only preferred embodiments of the present invention and applied technical principles. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described herein, and that various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the protection scope of the present invention. Therefore, although the present invention has been described in detail through the above embodiments, the present invention is not limited to the above embodiments, and can also include more other equivalent embodiments without departing from the concept of the present invention, and the present invention The scope is determined by the scope of the appended claims.
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| PCT/CN2016/093745 WO2017067286A1 (en) | 2015-10-19 | 2016-08-05 | Method and device for updating fingerprint template and terminal |
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