CN110826402B - 一种基于多任务的人脸质量估计方法 - Google Patents
一种基于多任务的人脸质量估计方法 Download PDFInfo
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- CN110826402B CN110826402B CN201910923840.8A CN201910923840A CN110826402B CN 110826402 B CN110826402 B CN 110826402B CN 201910923840 A CN201910923840 A CN 201910923840A CN 110826402 B CN110826402 B CN 110826402B
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- 238000000034 method Methods 0.000 title claims abstract description 19
- 238000005286 illumination Methods 0.000 claims abstract description 26
- 238000011156 evaluation Methods 0.000 claims abstract description 7
- 238000001514 detection method Methods 0.000 claims description 6
- 238000011176 pooling Methods 0.000 claims description 4
- 238000004364 calculation method Methods 0.000 claims description 3
- 238000001303 quality assessment method Methods 0.000 claims description 3
- 238000013527 convolutional neural network Methods 0.000 abstract description 6
- 238000013441 quality evaluation Methods 0.000 abstract description 6
- 238000011897 real-time detection Methods 0.000 abstract description 3
- 208000029154 Narrow face Diseases 0.000 description 1
- 230000004075 alteration Effects 0.000 description 1
- 230000003321 amplification Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000003199 nucleic acid amplification method Methods 0.000 description 1
- 238000007781 pre-processing Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
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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
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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CN201910923840.8A CN110826402B (zh) | 2019-09-27 | 2019-09-27 | 一种基于多任务的人脸质量估计方法 |
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CN110826402A CN110826402A (zh) | 2020-02-21 |
CN110826402B true CN110826402B (zh) | 2024-03-29 |
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Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
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CN112200804A (zh) * | 2020-11-09 | 2021-01-08 | 北京地平线信息技术有限公司 | 图像检测方法、装置、计算机可读存储介质及电子设备 |
CN112200176B (zh) * | 2020-12-10 | 2021-03-02 | 长沙小钴科技有限公司 | 人脸图像的质量检测方法、系统和计算机设备 |
CN112528903B (zh) * | 2020-12-18 | 2023-10-31 | 平安银行股份有限公司 | 人脸图像获取方法、装置、电子设备及介质 |
CN113158860B (zh) * | 2021-04-12 | 2022-06-24 | 烽火通信科技股份有限公司 | 基于深度学习多维度输出人脸质量评估方法与电子设备 |
CN113362221A (zh) * | 2021-04-29 | 2021-09-07 | 南京甄视智能科技有限公司 | 用于门禁的人脸识别系统与人脸识别方法 |
CN116719466B (zh) * | 2022-09-14 | 2024-04-12 | 荣耀终端有限公司 | 多任务界面显示的方法、电子设备及存储介质 |
Citations (5)
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CN102013011A (zh) * | 2010-12-16 | 2011-04-13 | 重庆大学 | 基于正脸补偿算子的多姿态人脸识别方法 |
CN106815566A (zh) * | 2016-12-29 | 2017-06-09 | 天津中科智能识别产业技术研究院有限公司 | 一种基于多任务卷积神经网络的人脸检索方法 |
CN107729838A (zh) * | 2017-10-12 | 2018-02-23 | 中科视拓(北京)科技有限公司 | 一种基于深度学习的头部姿态估算方法 |
WO2019091271A1 (zh) * | 2017-11-13 | 2019-05-16 | 苏州科达科技股份有限公司 | 一种人脸检测方法以及人脸检测系统 |
WO2019128646A1 (zh) * | 2017-12-28 | 2019-07-04 | 深圳励飞科技有限公司 | 人脸检测方法、卷积神经网络参数的训练方法、装置及介质 |
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- 2019-09-27 CN CN201910923840.8A patent/CN110826402B/zh active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102013011A (zh) * | 2010-12-16 | 2011-04-13 | 重庆大学 | 基于正脸补偿算子的多姿态人脸识别方法 |
CN106815566A (zh) * | 2016-12-29 | 2017-06-09 | 天津中科智能识别产业技术研究院有限公司 | 一种基于多任务卷积神经网络的人脸检索方法 |
CN107729838A (zh) * | 2017-10-12 | 2018-02-23 | 中科视拓(北京)科技有限公司 | 一种基于深度学习的头部姿态估算方法 |
WO2019091271A1 (zh) * | 2017-11-13 | 2019-05-16 | 苏州科达科技股份有限公司 | 一种人脸检测方法以及人脸检测系统 |
WO2019128646A1 (zh) * | 2017-12-28 | 2019-07-04 | 深圳励飞科技有限公司 | 人脸检测方法、卷积神经网络参数的训练方法、装置及介质 |
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Address after: 518000 Room 201, building A, No. 1, Qian Wan Road, Qianhai Shenzhen Hong Kong cooperation zone, Shenzhen, Guangdong (Shenzhen Qianhai business secretary Co., Ltd.) Patentee after: Shenzhen Huafu Technology Co.,Ltd. Country or region after: China Address before: 518000 Room 201, building A, No. 1, Qian Wan Road, Qianhai Shenzhen Hong Kong cooperation zone, Shenzhen, Guangdong (Shenzhen Qianhai business secretary Co., Ltd.) Patentee before: SHENZHEN HUAFU INFORMATION TECHNOLOGY Co.,Ltd. Country or region before: China |