CN108280426B - 基于迁移学习的暗光源表情识别方法及装置 - Google Patents
基于迁移学习的暗光源表情识别方法及装置 Download PDFInfo
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- CN108280426B CN108280426B CN201810065194.1A CN201810065194A CN108280426B CN 108280426 B CN108280426 B CN 108280426B CN 201810065194 A CN201810065194 A CN 201810065194A CN 108280426 B CN108280426 B CN 108280426B
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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
- G06V40/174—Facial expression recognition
- G06V40/175—Static expression
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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
- G06V40/168—Feature extraction; Face representation
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Families Citing this family (8)
Publication number | Priority date | Publication date | Assignee | Title |
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CN110738071A (zh) * | 2018-07-18 | 2020-01-31 | 浙江中正智能科技有限公司 | 一种基于深度学习和迁移学习的人脸算法模型训练方法 |
CN109389588A (zh) * | 2018-09-28 | 2019-02-26 | 大连民族大学 | 度量视频连续帧与其卷积特征图间差异的方法 |
CN109344764A (zh) * | 2018-09-28 | 2019-02-15 | 大连民族大学 | 度量视频连续帧与其卷积特征图间差异的系统及装置 |
CN109376692A (zh) * | 2018-11-22 | 2019-02-22 | 河海大学常州校区 | 面向人脸表情识别的迁移卷积神经网络方法 |
CN111382602A (zh) * | 2018-12-28 | 2020-07-07 | 深圳光启空间技术有限公司 | 一种跨域人脸识别算法、存储介质及处理器 |
CN110163277B (zh) * | 2019-05-17 | 2021-03-26 | 成都汇晟连横科技有限公司 | 基于原色分解的图像识别训练方法、图像识别方法及系统 |
CN110276263B (zh) * | 2019-05-24 | 2021-05-14 | 长江大学 | 一种人脸识别系统及识别方法 |
CN110503703B (zh) * | 2019-08-27 | 2023-10-13 | 北京百度网讯科技有限公司 | 用于生成图像的方法和装置 |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0932114A2 (en) * | 1998-01-23 | 1999-07-28 | Sharp Kabushiki Kaisha | A method of and apparatus for detecting a face-like region and observer tracking display |
CN103116763A (zh) * | 2013-01-30 | 2013-05-22 | 宁波大学 | 一种基于hsv 颜色空间统计特征的活体人脸检测方法 |
CN105389553A (zh) * | 2015-11-06 | 2016-03-09 | 北京汉王智远科技有限公司 | 一种活体检测方法和装置 |
CN106791471A (zh) * | 2016-12-29 | 2017-05-31 | 宇龙计算机通信科技(深圳)有限公司 | 图像优化方法、图像优化装置和终端 |
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Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0932114A2 (en) * | 1998-01-23 | 1999-07-28 | Sharp Kabushiki Kaisha | A method of and apparatus for detecting a face-like region and observer tracking display |
CN103116763A (zh) * | 2013-01-30 | 2013-05-22 | 宁波大学 | 一种基于hsv 颜色空间统计特征的活体人脸检测方法 |
CN105389553A (zh) * | 2015-11-06 | 2016-03-09 | 北京汉王智远科技有限公司 | 一种活体检测方法和装置 |
CN106791471A (zh) * | 2016-12-29 | 2017-05-31 | 宇龙计算机通信科技(深圳)有限公司 | 图像优化方法、图像优化装置和终端 |
Non-Patent Citations (1)
Title |
---|
基于混合RGB和HSV方法的人脸检测;李枫;《兰州工业学院学报》;20130630;全文 * |
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Address after: 266000 Huangdao District, Qingdao City, Shandong Province (1403, No. 7 Wuyishan Road, former Development Zone) Patentee after: Shandong Jijian Technology Co.,Ltd. Patentee after: SHENZHEN RUNYI CULTURE DEVELOPMENT Co.,Ltd. Address before: 266000 Huangdao District, Qingdao City, Shandong Province (1403, No. 7 Wuyishan Road, former Development Zone) Patentee before: Shandong jivisual angle Technology Co.,Ltd. Patentee before: SHENZHEN RUNYI CULTURE DEVELOPMENT Co.,Ltd. |
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