CN102622588A - Dual-certification face anti-counterfeit method and device - Google Patents
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- G06V40/40—Spoof detection, e.g. liveness detection
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CN2012100594547A CN102622588B (en) | 2012-03-08 | 2012-03-08 | Dual-certification face anti-counterfeit method and device |
PCT/CN2013/000228 WO2013131407A1 (en) | 2012-03-08 | 2013-03-05 | Double verification face anti-counterfeiting method and device |
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Cited By (129)
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US10630681B2 (en) | 2014-04-07 | 2020-04-21 | EyeVerify Inc. | Bio leash for user authentication |
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US10956714B2 (en) | 2018-05-18 | 2021-03-23 | Beijing Sensetime Technology Development Co., Ltd | Method and apparatus for detecting living body, electronic device, and storage medium |
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Families Citing this family (44)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9251427B1 (en) | 2014-08-12 | 2016-02-02 | Microsoft Technology Licensing, Llc | False face representation identification |
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US12019722B2 (en) | 2019-01-17 | 2024-06-25 | Denso Wave Incorporated | System, device and method for authentication with use of information code |
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US11200333B2 (en) | 2019-08-13 | 2021-12-14 | International Business Machines Corporation | File exposure to an intended recipient |
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Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101702198A (en) * | 2009-11-19 | 2010-05-05 | 浙江大学 | Identification method for video and living body faces based on background comparison |
CN101770613A (en) * | 2010-01-19 | 2010-07-07 | 北京智慧眼科技发展有限公司 | Social insurance identity authentication method based on face recognition and living body detection |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8675926B2 (en) * | 2010-06-08 | 2014-03-18 | Microsoft Corporation | Distinguishing live faces from flat surfaces |
CN101964056B (en) * | 2010-10-26 | 2012-06-27 | 徐勇 | Bimodal face authentication method with living body detection function and system |
CN102622588B (en) * | 2012-03-08 | 2013-10-09 | 无锡中科奥森科技有限公司 | Dual-certification face anti-counterfeit method and device |
-
2012
- 2012-03-08 CN CN2012100594547A patent/CN102622588B/en active Active
-
2013
- 2013-03-05 WO PCT/CN2013/000228 patent/WO2013131407A1/en active Application Filing
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101702198A (en) * | 2009-11-19 | 2010-05-05 | 浙江大学 | Identification method for video and living body faces based on background comparison |
CN101770613A (en) * | 2010-01-19 | 2010-07-07 | 北京智慧眼科技发展有限公司 | Social insurance identity authentication method based on face recognition and living body detection |
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Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2013131407A1 (en) * | 2012-03-08 | 2013-09-12 | 无锡中科奥森科技有限公司 | Double verification face anti-counterfeiting method and device |
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US12073647B2 (en) | 2014-03-13 | 2024-08-27 | Nec Corporation | Detecting device, detecting method, and recording medium |
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US11188770B2 (en) | 2014-03-13 | 2021-11-30 | Nec Corporation | Detecting device, detecting method, and recording medium |
US11727709B2 (en) | 2014-03-13 | 2023-08-15 | Nec Corporation | Detecting device, detecting method, and recording medium |
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US10630681B2 (en) | 2014-04-07 | 2020-04-21 | EyeVerify Inc. | Bio leash for user authentication |
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US11132536B2 (en) | 2015-03-13 | 2021-09-28 | Nec Corporation | Living body detection device, living body detection method, and recording medium |
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US10275672B2 (en) | 2015-04-29 | 2019-04-30 | Beijing Kuangshi Technology Co., Ltd. | Method and apparatus for authenticating liveness face, and computer program product thereof |
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US11482040B2 (en) | 2017-03-16 | 2022-10-25 | Beijing Sensetime Technology Development Co., Ltd. | Face anti-counterfeiting detection methods and systems, electronic devices, programs and media |
US11080517B2 (en) | 2017-03-16 | 2021-08-03 | Beijing Sensetime Technology Development Co., Ltd | Face anti-counterfeiting detection methods and systems, electronic devices, programs and media |
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WO2018166525A1 (en) * | 2017-03-16 | 2018-09-20 | 北京市商汤科技开发有限公司 | Human face anti-counterfeit detection method and system, electronic device, program and medium |
CN108629260A (en) * | 2017-03-17 | 2018-10-09 | 北京旷视科技有限公司 | Live body verification method and device and storage medium |
CN108629260B (en) * | 2017-03-17 | 2022-02-08 | 北京旷视科技有限公司 | Living body verification method and apparatus, and storage medium |
CN106980836B (en) * | 2017-03-28 | 2020-07-03 | 北京小米移动软件有限公司 | Identity verification method and device |
CN106980836A (en) * | 2017-03-28 | 2017-07-25 | 北京小米移动软件有限公司 | Auth method and device |
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CN108875473A (en) * | 2017-06-29 | 2018-11-23 | 北京旷视科技有限公司 | Living body verification method, device and system and storage medium |
WO2019007131A1 (en) * | 2017-07-05 | 2019-01-10 | Midea Group Co., Ltd. | Face recognition in a residential environment |
US10303932B2 (en) | 2017-07-05 | 2019-05-28 | Midea Group Co., Ltd. | Face recognition in a residential environment |
US11074466B2 (en) | 2017-07-29 | 2021-07-27 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Anti-counterfeiting processing method and related products |
US11151398B2 (en) | 2017-07-29 | 2021-10-19 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Anti-counterfeiting processing method, electronic device, and non-transitory computer-readable storage medium |
CN107454335A (en) * | 2017-08-31 | 2017-12-08 | 广东欧珀移动通信有限公司 | Image processing method, device, computer-readable recording medium and mobile terminal |
CN107563329A (en) * | 2017-09-01 | 2018-01-09 | 广东欧珀移动通信有限公司 | Image processing method, device, computer-readable recording medium and mobile terminal |
CN107679538B (en) * | 2017-09-05 | 2020-12-04 | 深圳大学 | Method and system for forming local feature descriptor of hyperspectral image |
CN107679538A (en) * | 2017-09-05 | 2018-02-09 | 深圳大学 | The forming method and formation system of high spectrum image local feature description |
CN107590473A (en) * | 2017-09-19 | 2018-01-16 | 杭州登虹科技有限公司 | A kind of human face in-vivo detection method, medium and relevant apparatus |
CN107729820B (en) * | 2017-09-27 | 2020-07-21 | 五邑大学 | Finger vein identification method based on multi-scale HOG |
CN107808115A (en) * | 2017-09-27 | 2018-03-16 | 联想(北京)有限公司 | A kind of biopsy method, device and storage medium |
CN107729820A (en) * | 2017-09-27 | 2018-02-23 | 五邑大学 | A kind of finger vein identification method based on multiple dimensioned HOG |
CN107844763A (en) * | 2017-10-27 | 2018-03-27 | 努比亚技术有限公司 | A kind of face identification method, mobile terminal and computer-readable recording medium |
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WO2019196559A1 (en) * | 2018-04-12 | 2019-10-17 | Oppo广东移动通信有限公司 | Face recognition method and apparatus, and mobile terminal and storage medium |
US11410458B2 (en) | 2018-04-12 | 2022-08-09 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Face identification method and apparatus, mobile terminal and storage medium |
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US10956714B2 (en) | 2018-05-18 | 2021-03-23 | Beijing Sensetime Technology Development Co., Ltd | Method and apparatus for detecting living body, electronic device, and storage medium |
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CN108470169A (en) * | 2018-05-23 | 2018-08-31 | 国政通科技股份有限公司 | Face identification system and method |
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CN108764189A (en) * | 2018-06-04 | 2018-11-06 | 梁平 | A kind of vivo identification device |
US10942999B2 (en) | 2018-06-06 | 2021-03-09 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Verification method, verification device, electronic device and computer readable storage medium |
WO2019233199A1 (en) * | 2018-06-06 | 2019-12-12 | Oppo广东移动通信有限公司 | Authentication method and device, and computer-readable storage medium |
CN112771534A (en) * | 2018-06-29 | 2021-05-07 | 物流及供应链多元技术研发中心有限公司 | Electronic device and object counting method |
WO2020000368A1 (en) * | 2018-06-29 | 2020-01-02 | Logistics and Supply Chain MultiTech R&D Centre Limited | Electronic device and method for counting objects |
US11836984B2 (en) | 2018-06-29 | 2023-12-05 | Logistics and Supply Chain MultiTech R&D Centre Limited | Electronic device and method for counting objects |
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CN109117752A (en) * | 2018-07-24 | 2019-01-01 | 广州市国锐科技有限公司 | A kind of face recognition method based on gray scale and RGB |
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TWI723529B (en) * | 2018-09-12 | 2021-04-01 | 耐能智慧股份有限公司 | Face recognition module and face recognition method |
US11869255B2 (en) | 2018-10-12 | 2024-01-09 | Hangzhou Hikvision Digital Technology Co., Ltd. | Anti-counterfeiting face detection method, device and multi-lens camera |
WO2020073993A1 (en) * | 2018-10-12 | 2020-04-16 | 杭州海康威视数字技术股份有限公司 | Face anti-spoof detection method, device and multi-view camera |
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CN109934191A (en) * | 2019-03-20 | 2019-06-25 | 北京字节跳动网络技术有限公司 | Information processing method and device |
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WO2020237483A1 (en) * | 2019-05-27 | 2020-12-03 | 深圳市汇顶科技股份有限公司 | Optical sensor, apparatus and method for facial recognition, and electronic device |
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CN113128320B (en) * | 2020-01-16 | 2023-05-16 | 浙江舜宇智能光学技术有限公司 | Human face living body detection method and device based on TOF camera and electronic equipment |
CN113128320A (en) * | 2020-01-16 | 2021-07-16 | 浙江舜宇智能光学技术有限公司 | Face living body detection method and device based on TOF camera and electronic equipment |
CN111242090A (en) * | 2020-01-22 | 2020-06-05 | 腾讯科技(深圳)有限公司 | Human face recognition method, device, equipment and medium based on artificial intelligence |
WO2021147434A1 (en) * | 2020-01-22 | 2021-07-29 | 腾讯科技(深圳)有限公司 | Artificial intelligence-based face recognition method and apparatus, device, and medium |
CN111368665A (en) * | 2020-02-25 | 2020-07-03 | 西华大学 | High-anti-spoofing multi-mode identity authentication method based on competition and cooperation mechanism |
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TWI768641B (en) * | 2020-03-13 | 2022-06-21 | 大陸商深圳市商湯科技有限公司 | Monitoring method, electronic equipment and storage medium |
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US11417149B2 (en) | 2020-04-17 | 2022-08-16 | Giga-Byte Technology Co., Ltd. | Face recognition device and face recognition method |
TWI722872B (en) * | 2020-04-17 | 2021-03-21 | 技嘉科技股份有限公司 | Face recognition device and face recognition method |
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CN111368811A (en) * | 2020-05-26 | 2020-07-03 | 腾讯科技(深圳)有限公司 | Living body detection method, living body detection device, living body detection equipment and storage medium |
CN111368811B (en) * | 2020-05-26 | 2020-09-18 | 腾讯科技(深圳)有限公司 | Living body detection method, living body detection device, living body detection equipment and storage medium |
CN111695509A (en) * | 2020-06-12 | 2020-09-22 | 云从科技集团股份有限公司 | Identity authentication method, identity authentication device, machine readable medium and equipment |
TWI790459B (en) * | 2020-07-09 | 2023-01-21 | 立普思股份有限公司 | Infrared recognition method for human body |
CN112001240A (en) * | 2020-07-15 | 2020-11-27 | 浙江大华技术股份有限公司 | Living body detection method, living body detection device, computer equipment and storage medium |
CN112052759B (en) * | 2020-08-25 | 2022-09-09 | 腾讯科技(深圳)有限公司 | Living body detection method and device |
CN112052759A (en) * | 2020-08-25 | 2020-12-08 | 腾讯科技(深圳)有限公司 | Living body detection method and device |
CN112487921B (en) * | 2020-11-25 | 2023-09-08 | 奥比中光科技集团股份有限公司 | Face image preprocessing method and system for living body detection |
CN112487921A (en) * | 2020-11-25 | 2021-03-12 | 奥比中光科技集团股份有限公司 | Face image preprocessing method and system for living body detection |
CN113657293B (en) * | 2021-08-19 | 2023-11-24 | 北京神州新桥科技有限公司 | Living body detection method, living body detection device, electronic equipment, medium and program product |
CN113657293A (en) * | 2021-08-19 | 2021-11-16 | 北京神州新桥科技有限公司 | Living body detection method, living body detection device, electronic apparatus, medium, and program product |
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Address after: 214135 Jiangsu New District of Wuxi City Linghu Road No. 200 China Sensor Network International Innovation Park building C Applicant after: AuthenMetric Co.Ltd Address before: 214135 Jiangsu New District of Wuxi City Linghu Road No. 200 China Sensor Network International Innovation Park building C Applicant before: AuthenMetric Co.Ltd |
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Effective date of registration: 20160830 Address after: 100191, Haidian District, Zhichun Road, Beijing No. 7 to the real building, block D, 17, 1702 Patentee after: Beijing Keaosen Data Technology Co. Ltd. Address before: 100190 Zhongguancun East Road, Beijing, No. 95, No. Patentee before: Institute of Automation, Chinese Academy of Sciences |