CN108182409A - 活体检测方法、装置、设备及存储介质 - Google Patents
活体检测方法、装置、设备及存储介质 Download PDFInfo
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- CN108182409A CN108182409A CN201711468206.7A CN201711468206A CN108182409A CN 108182409 A CN108182409 A CN 108182409A CN 201711468206 A CN201711468206 A CN 201711468206A CN 108182409 A CN108182409 A CN 108182409A
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- 238000000034 method Methods 0.000 title claims abstract description 52
- 238000001574 biopsy Methods 0.000 title claims abstract description 33
- 238000001514 detection method Methods 0.000 claims abstract description 99
- 238000001727 in vivo Methods 0.000 claims abstract description 58
- 230000009471 action Effects 0.000 claims abstract description 44
- 238000013135 deep learning Methods 0.000 claims abstract description 41
- 230000004044 response Effects 0.000 claims abstract description 37
- 238000013528 artificial neural network Methods 0.000 claims abstract description 10
- 238000012549 training Methods 0.000 claims description 20
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/40—Spoof detection, e.g. liveness detection
- G06V40/45—Detection of the body part being alive
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24147—Distances to closest patterns, e.g. nearest neighbour classification
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- Life Sciences & Earth Sciences (AREA)
- Human Computer Interaction (AREA)
- Multimedia (AREA)
- Image Analysis (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
- Image Processing (AREA)
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Cited By (15)
Publication number | Priority date | Publication date | Assignee | Title |
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CN109145986A (zh) * | 2018-08-21 | 2019-01-04 | 佛山市南海区广工大数控装备协同创新研究院 | 一种大规模人脸识别方法 |
CN109376704A (zh) * | 2018-11-30 | 2019-02-22 | 高新兴科技集团股份有限公司 | 一种人脸活体检测方法 |
CN109460733A (zh) * | 2018-11-08 | 2019-03-12 | 北京智慧眼科技股份有限公司 | 基于单摄像头的人脸识别活体检测方法及***、存储介质 |
CN109492585A (zh) * | 2018-11-09 | 2019-03-19 | 联想(北京)有限公司 | 一种活体检测方法和电子设备 |
CN109685018A (zh) * | 2018-12-26 | 2019-04-26 | 深圳市捷顺科技实业股份有限公司 | 一种人证校验方法、***及相关设备 |
CN109919010A (zh) * | 2019-01-24 | 2019-06-21 | 北京三快在线科技有限公司 | 图像处理方法及装置 |
CN110032970A (zh) * | 2019-04-11 | 2019-07-19 | 深圳市华付信息技术有限公司 | 高准确率的活体检测方法、装置、计算机设备及存储介质 |
CN110334637A (zh) * | 2019-06-28 | 2019-10-15 | 百度在线网络技术(北京)有限公司 | 人脸活体检测方法、装置及存储介质 |
CN110399780A (zh) * | 2019-04-26 | 2019-11-01 | 努比亚技术有限公司 | 一种人脸检测方法、装置及计算机可读存储介质 |
CN110472519A (zh) * | 2019-07-24 | 2019-11-19 | 杭州晟元数据安全技术股份有限公司 | 一种基于多模型的人脸活体检测方法 |
CN111242090A (zh) * | 2020-01-22 | 2020-06-05 | 腾讯科技(深圳)有限公司 | 基于人工智能的人脸识别方法、装置、设备及介质 |
CN111885128A (zh) * | 2020-07-08 | 2020-11-03 | 佛山市海协科技有限公司 | 基于区块链的身份管理方法 |
CN111967289A (zh) * | 2019-05-20 | 2020-11-20 | 高新兴科技集团股份有限公司 | 一种非配合式人脸活体检测方法及计算机存储介质 |
CN112002041A (zh) * | 2020-09-02 | 2020-11-27 | 赵辛 | 一种智能会议门禁*** |
CN113255529A (zh) * | 2021-05-28 | 2021-08-13 | 支付宝(杭州)信息技术有限公司 | 一种生物特征的识别方法、装置及设备 |
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Cited By (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109145986A (zh) * | 2018-08-21 | 2019-01-04 | 佛山市南海区广工大数控装备协同创新研究院 | 一种大规模人脸识别方法 |
CN109145986B (zh) * | 2018-08-21 | 2021-12-24 | 佛山市南海区广工大数控装备协同创新研究院 | 一种大规模人脸识别方法 |
CN109460733A (zh) * | 2018-11-08 | 2019-03-12 | 北京智慧眼科技股份有限公司 | 基于单摄像头的人脸识别活体检测方法及***、存储介质 |
CN109492585A (zh) * | 2018-11-09 | 2019-03-19 | 联想(北京)有限公司 | 一种活体检测方法和电子设备 |
CN109492585B (zh) * | 2018-11-09 | 2023-07-25 | 联想(北京)有限公司 | 一种活体检测方法和电子设备 |
CN109376704A (zh) * | 2018-11-30 | 2019-02-22 | 高新兴科技集团股份有限公司 | 一种人脸活体检测方法 |
CN109685018A (zh) * | 2018-12-26 | 2019-04-26 | 深圳市捷顺科技实业股份有限公司 | 一种人证校验方法、***及相关设备 |
CN109919010A (zh) * | 2019-01-24 | 2019-06-21 | 北京三快在线科技有限公司 | 图像处理方法及装置 |
CN110032970A (zh) * | 2019-04-11 | 2019-07-19 | 深圳市华付信息技术有限公司 | 高准确率的活体检测方法、装置、计算机设备及存储介质 |
CN110399780A (zh) * | 2019-04-26 | 2019-11-01 | 努比亚技术有限公司 | 一种人脸检测方法、装置及计算机可读存储介质 |
CN110399780B (zh) * | 2019-04-26 | 2023-09-29 | 努比亚技术有限公司 | 一种人脸检测方法、装置及计算机可读存储介质 |
CN111967289A (zh) * | 2019-05-20 | 2020-11-20 | 高新兴科技集团股份有限公司 | 一种非配合式人脸活体检测方法及计算机存储介质 |
CN110334637A (zh) * | 2019-06-28 | 2019-10-15 | 百度在线网络技术(北京)有限公司 | 人脸活体检测方法、装置及存储介质 |
CN110472519A (zh) * | 2019-07-24 | 2019-11-19 | 杭州晟元数据安全技术股份有限公司 | 一种基于多模型的人脸活体检测方法 |
CN110472519B (zh) * | 2019-07-24 | 2021-10-29 | 杭州晟元数据安全技术股份有限公司 | 一种基于多模型的人脸活体检测方法 |
CN111242090A (zh) * | 2020-01-22 | 2020-06-05 | 腾讯科技(深圳)有限公司 | 基于人工智能的人脸识别方法、装置、设备及介质 |
WO2021147434A1 (zh) * | 2020-01-22 | 2021-07-29 | 腾讯科技(深圳)有限公司 | 基于人工智能的人脸识别方法、装置、设备及介质 |
CN111885128A (zh) * | 2020-07-08 | 2020-11-03 | 佛山市海协科技有限公司 | 基于区块链的身份管理方法 |
CN112002041A (zh) * | 2020-09-02 | 2020-11-27 | 赵辛 | 一种智能会议门禁*** |
CN113255529A (zh) * | 2021-05-28 | 2021-08-13 | 支付宝(杭州)信息技术有限公司 | 一种生物特征的识别方法、装置及设备 |
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Denomination of invention: In vivo detection method, device, equipment and storage medium Effective date of registration: 20221205 Granted publication date: 20201110 Pledgee: Agricultural Bank of China Limited Hunan Xiangjiang New Area Branch Pledgor: Wisdom Eye Technology Co.,Ltd. Registration number: Y2022430000107 |
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