CN103593654A - 一种人脸定位的方法与装置 - Google Patents
一种人脸定位的方法与装置 Download PDFInfo
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- CN103593654A CN103593654A CN201310560912.XA CN201310560912A CN103593654A CN 103593654 A CN103593654 A CN 103593654A CN 201310560912 A CN201310560912 A CN 201310560912A CN 103593654 A CN103593654 A CN 103593654A
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- 238000007637 random forest analysis Methods 0.000 claims description 21
- 239000000284 extract Substances 0.000 claims description 12
- 238000005457 optimization Methods 0.000 claims description 9
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- 238000001514 detection method Methods 0.000 abstract description 14
- 238000004364 calculation method Methods 0.000 abstract description 8
- 238000004422 calculation algorithm Methods 0.000 description 17
- 238000003066 decision tree Methods 0.000 description 8
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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
- G06V40/165—Detection; Localisation; Normalisation using facial parts and geometric relationships
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
- G06V10/754—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries involving a deformation of the sample pattern or of the reference pattern; Elastic matching
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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
- G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
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Priority Applications (3)
Application Number | Priority Date | Filing Date | Title |
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CN201310560912.XA CN103593654B (zh) | 2013-11-13 | 2013-11-13 | 一种人脸定位的方法与装置 |
AU2014350727A AU2014350727B2 (en) | 2013-11-13 | 2014-11-12 | Face positioning method and device |
PCT/CN2014/090943 WO2015070764A1 (zh) | 2013-11-13 | 2014-11-12 | 一种人脸定位的方法与装置 |
Applications Claiming Priority (1)
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CN201310560912.XA CN103593654B (zh) | 2013-11-13 | 2013-11-13 | 一种人脸定位的方法与装置 |
Publications (2)
Publication Number | Publication Date |
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CN103593654A true CN103593654A (zh) | 2014-02-19 |
CN103593654B CN103593654B (zh) | 2015-11-04 |
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CN201310560912.XA Active CN103593654B (zh) | 2013-11-13 | 2013-11-13 | 一种人脸定位的方法与装置 |
Country Status (3)
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CN (1) | CN103593654B (zh) |
AU (1) | AU2014350727B2 (zh) |
WO (1) | WO2015070764A1 (zh) |
Cited By (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2015070764A1 (zh) * | 2013-11-13 | 2015-05-21 | 智慧城市***服务(中国)有限公司 | 一种人脸定位的方法与装置 |
CN105303150A (zh) * | 2014-06-26 | 2016-02-03 | 腾讯科技(深圳)有限公司 | 实现图像处理的方法和*** |
CN105809123A (zh) * | 2016-03-04 | 2016-07-27 | 北京智慧眼科技股份有限公司 | 人脸检测方法及装置 |
CN105868767A (zh) * | 2015-01-19 | 2016-08-17 | 阿里巴巴集团控股有限公司 | 人脸特征点定位方法和装置 |
CN107481190A (zh) * | 2017-07-04 | 2017-12-15 | 腾讯科技(深圳)有限公司 | 一种图像数据处理方法以及装置 |
CN107862308A (zh) * | 2017-12-12 | 2018-03-30 | 成都电科海立科技有限公司 | 一种基于车载人脸识别装置的人脸识别方法 |
CN107977640A (zh) * | 2017-12-12 | 2018-05-01 | 成都电科海立科技有限公司 | 一种基于车载人脸识别图像采集装置的采集方法 |
CN108764034A (zh) * | 2018-04-18 | 2018-11-06 | 浙江零跑科技有限公司 | 一种基于驾驶室近红外相机的分神驾驶行为预警方法 |
CN109086711A (zh) * | 2018-07-27 | 2018-12-25 | 华南理工大学 | 人脸特征分析方法、装置、计算机设备和存储介质 |
CN109613526A (zh) * | 2018-12-10 | 2019-04-12 | 航天南湖电子信息技术股份有限公司 | 一种基于支持向量机的点迹过滤方法 |
CN110008791A (zh) * | 2018-01-05 | 2019-07-12 | 武汉斗鱼网络科技有限公司 | 一种人脸区域确定方法、电子设备及可读存储介质 |
CN114863472A (zh) * | 2022-03-28 | 2022-08-05 | 深圳海翼智新科技有限公司 | 多级行人检测方法、装置和存储介质 |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113051961A (zh) * | 2019-12-26 | 2021-06-29 | 深圳市光鉴科技有限公司 | 深度图人脸检测模型训练方法、***、设备及存储介质 |
CN112132067B (zh) * | 2020-09-27 | 2024-04-09 | 深圳市梦网视讯有限公司 | 一种基于压缩信息的人脸倾斜度分析方法、***及设备 |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101561710A (zh) * | 2009-05-19 | 2009-10-21 | 重庆大学 | 一种基于人脸姿态估计的人机交互方法 |
CN101593022A (zh) * | 2009-06-30 | 2009-12-02 | 华南理工大学 | 一种基于指端跟踪的快速人机交互方法 |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN100389430C (zh) * | 2006-06-13 | 2008-05-21 | 北京中星微电子有限公司 | 基于aam的头部姿态实时估算方法及*** |
CN101916370B (zh) * | 2010-08-31 | 2012-04-25 | 上海交通大学 | 人脸检测中非特征区域图像处理的方法 |
CN102622589A (zh) * | 2012-03-13 | 2012-08-01 | 辉路科技(北京)有限公司 | 一种基于gpu的多光谱人脸检测方法 |
CN103593654B (zh) * | 2013-11-13 | 2015-11-04 | 智慧城市***服务(中国)有限公司 | 一种人脸定位的方法与装置 |
-
2013
- 2013-11-13 CN CN201310560912.XA patent/CN103593654B/zh active Active
-
2014
- 2014-11-12 WO PCT/CN2014/090943 patent/WO2015070764A1/zh active Application Filing
- 2014-11-12 AU AU2014350727A patent/AU2014350727B2/en not_active Ceased
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101561710A (zh) * | 2009-05-19 | 2009-10-21 | 重庆大学 | 一种基于人脸姿态估计的人机交互方法 |
CN101593022A (zh) * | 2009-06-30 | 2009-12-02 | 华南理工大学 | 一种基于指端跟踪的快速人机交互方法 |
Cited By (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2015070764A1 (zh) * | 2013-11-13 | 2015-05-21 | 智慧城市***服务(中国)有限公司 | 一种人脸定位的方法与装置 |
CN105303150A (zh) * | 2014-06-26 | 2016-02-03 | 腾讯科技(深圳)有限公司 | 实现图像处理的方法和*** |
CN105868767A (zh) * | 2015-01-19 | 2016-08-17 | 阿里巴巴集团控股有限公司 | 人脸特征点定位方法和装置 |
CN105868767B (zh) * | 2015-01-19 | 2020-02-18 | 阿里巴巴集团控股有限公司 | 人脸特征点定位方法和装置 |
CN105809123B (zh) * | 2016-03-04 | 2019-11-12 | 智慧眼科技股份有限公司 | 人脸检测方法及装置 |
CN105809123A (zh) * | 2016-03-04 | 2016-07-27 | 北京智慧眼科技股份有限公司 | 人脸检测方法及装置 |
CN107481190A (zh) * | 2017-07-04 | 2017-12-15 | 腾讯科技(深圳)有限公司 | 一种图像数据处理方法以及装置 |
CN107977640A (zh) * | 2017-12-12 | 2018-05-01 | 成都电科海立科技有限公司 | 一种基于车载人脸识别图像采集装置的采集方法 |
CN107862308A (zh) * | 2017-12-12 | 2018-03-30 | 成都电科海立科技有限公司 | 一种基于车载人脸识别装置的人脸识别方法 |
CN110008791A (zh) * | 2018-01-05 | 2019-07-12 | 武汉斗鱼网络科技有限公司 | 一种人脸区域确定方法、电子设备及可读存储介质 |
CN110008791B (zh) * | 2018-01-05 | 2021-04-27 | 武汉斗鱼网络科技有限公司 | 一种人脸区域确定方法、电子设备及可读存储介质 |
CN108764034A (zh) * | 2018-04-18 | 2018-11-06 | 浙江零跑科技有限公司 | 一种基于驾驶室近红外相机的分神驾驶行为预警方法 |
CN109086711A (zh) * | 2018-07-27 | 2018-12-25 | 华南理工大学 | 人脸特征分析方法、装置、计算机设备和存储介质 |
CN109613526A (zh) * | 2018-12-10 | 2019-04-12 | 航天南湖电子信息技术股份有限公司 | 一种基于支持向量机的点迹过滤方法 |
CN114863472A (zh) * | 2022-03-28 | 2022-08-05 | 深圳海翼智新科技有限公司 | 多级行人检测方法、装置和存储介质 |
Also Published As
Publication number | Publication date |
---|---|
AU2014350727B2 (en) | 2017-06-29 |
WO2015070764A1 (zh) | 2015-05-21 |
AU2014350727A1 (en) | 2016-06-09 |
CN103593654B (zh) | 2015-11-04 |
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Effective date of registration: 20160721 Address after: 518000 Guangdong province Shenzhen City Guangming Street million Daiheng high tech Industrial Park No. 5 Building 5 floor Patentee after: Shenzhen City Zhongzhi Kechuang Robot Co.,Ltd. Address before: 518000 Guangdong city of Shenzhen province Nanshan District Hing Road two No. 6 Wuhan University B815 Shenzhen research building room Patentee before: SMART CITIES SYSTEM SERVICES (PRC)CO., Ltd. |
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Address after: 518000 Shenzhen, Guangdong Guangming New District Guangming Street Wan Dai Heng hi tech Industrial Park 5, 5 floor. Patentee after: SMART SECURITY & SURVEILLANCE ROBOT Co.,Ltd. Address before: 518000 Shenzhen, Guangdong Guangming New District Guangming Street Wan Dai Heng hi tech Industrial Park 5, 5 floor. Patentee before: Shenzhen City Zhongzhi Kechuang Robot Co.,Ltd. |
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Effective date of registration: 20181024 Address after: 518000 Shenzhen, Guangdong Guangming New District Guangming Street Wan Dai Heng hi tech Industrial Park 5, 5 floor. Patentee after: SHENZHEN ZHONGZHI KECHUANG ROBOT Co.,Ltd. Address before: 518000 Shenzhen, Guangdong Guangming New District Guangming Street Wan Dai Heng hi tech Industrial Park 5, 5 floor. Patentee before: SMART SECURITY & SURVEILLANCE ROBOT Co.,Ltd. |
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Effective date of registration: 20210508 Address after: 518000 Room 201, building a, No.1 Qianhai 1st Road, Qianhai Shenxiang cooperation zone, Shenzhen City, Guangdong Province Patentee after: Shenzhen Zhongzhi Weian Robot Technology Co.,Ltd. Address before: 518000 5th floor, No.5 workshop, wandaiheng hi tech Industrial Park, Guangming Street, Guangming New District, Shenzhen City, Guangdong Province Patentee before: SHENZHEN ZHONGZHI KECHUANG ROBOT Co.,Ltd. |