SG11201912428TA - Method and apparatus for positioning face feature points - Google Patents
Method and apparatus for positioning face feature pointsInfo
- Publication number
- SG11201912428TA SG11201912428TA SG11201912428TA SG11201912428TA SG11201912428TA SG 11201912428T A SG11201912428T A SG 11201912428TA SG 11201912428T A SG11201912428T A SG 11201912428TA SG 11201912428T A SG11201912428T A SG 11201912428TA SG 11201912428T A SG11201912428T A SG 11201912428TA
- Authority
- SG
- Singapore
- Prior art keywords
- feature points
- face feature
- positioning face
- positioning
- points
- Prior art date
Links
Classifications
-
- 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
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/25—Fusion techniques
- G06F18/251—Fusion techniques of input or preprocessed data
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/50—Image enhancement or restoration by the use of more than one image, e.g. averaging, subtraction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/13—Edge detection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
- G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
- G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
- G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
- G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
-
- 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
- G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
- G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
- G06V10/803—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of input or preprocessed data
-
- 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
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
-
- 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
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20212—Image combination
- G06T2207/20221—Image fusion; Image merging
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30196—Human being; Person
- G06T2207/30201—Face
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810373871.6A CN108596093B (en) | 2018-04-24 | 2018-04-24 | Method and device for positioning human face characteristic points |
PCT/CN2018/116779 WO2019205605A1 (en) | 2018-04-24 | 2018-11-21 | Facial feature point location method and device |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11201912428TA true SG11201912428TA (en) | 2020-01-30 |
Family
ID=63614398
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11201912428TA SG11201912428TA (en) | 2018-04-24 | 2018-11-21 | Method and apparatus for positioning face feature points |
Country Status (6)
Country | Link |
---|---|
US (1) | US11314965B2 (en) |
JP (1) | JP7042849B2 (en) |
KR (1) | KR102334279B1 (en) |
CN (1) | CN108596093B (en) |
SG (1) | SG11201912428TA (en) |
WO (1) | WO2019205605A1 (en) |
Families Citing this family (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108596093B (en) | 2018-04-24 | 2021-12-03 | 北京市商汤科技开发有限公司 | Method and device for positioning human face characteristic points |
CN109285182A (en) * | 2018-09-29 | 2019-01-29 | 北京三快在线科技有限公司 | Model generating method, device, electronic equipment and computer readable storage medium |
CN109522910B (en) * | 2018-12-25 | 2020-12-11 | 浙江商汤科技开发有限公司 | Key point detection method and device, electronic equipment and storage medium |
CN109461188B (en) * | 2019-01-30 | 2019-04-26 | 南京邮电大学 | A kind of two-dimensional x-ray cephalometry image anatomical features point automatic positioning method |
CN111553865B (en) * | 2020-04-30 | 2023-08-22 | 深圳市商汤科技有限公司 | Image restoration method and device, electronic equipment and storage medium |
CN112836654A (en) * | 2021-02-07 | 2021-05-25 | 上海卓繁信息技术股份有限公司 | Expression recognition method and device based on fusion and electronic equipment |
CN115564837B (en) * | 2022-11-17 | 2023-04-18 | 歌尔股份有限公司 | Visual positioning method, device and system |
Family Cites Families (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP4217664B2 (en) * | 2004-06-28 | 2009-02-04 | キヤノン株式会社 | Image processing method and image processing apparatus |
US8620038B2 (en) * | 2006-05-05 | 2013-12-31 | Parham Aarabi | Method, system and computer program product for automatic and semi-automatic modification of digital images of faces |
JP4811259B2 (en) * | 2006-12-11 | 2011-11-09 | 日産自動車株式会社 | Gaze direction estimation apparatus and gaze direction estimation method |
JP5202037B2 (en) * | 2008-02-29 | 2013-06-05 | キヤノン株式会社 | Feature point position determination method and apparatus |
JP5153434B2 (en) * | 2008-04-22 | 2013-02-27 | キヤノン株式会社 | Information processing apparatus and information processing method |
CN103679158B (en) * | 2013-12-31 | 2017-06-16 | 北京天诚盛业科技有限公司 | Face authentication method and device |
CN106156692B (en) * | 2015-03-25 | 2019-12-13 | 阿里巴巴集团控股有限公司 | method and device for positioning human face edge feature points |
US10198624B2 (en) * | 2016-02-18 | 2019-02-05 | Pinscreen, Inc. | Segmentation-guided real-time facial performance capture |
KR101785661B1 (en) * | 2016-12-06 | 2017-10-17 | 인천대학교 산학협력단 | Face line recognition method using gray-value variance and apparatus thereof |
US11182629B2 (en) * | 2017-01-31 | 2021-11-23 | The Regents Of The University Of California | Machine learning based driver assistance |
CN106951840A (en) * | 2017-03-09 | 2017-07-14 | 北京工业大学 | A kind of facial feature points detection method |
CN107832741A (en) * | 2017-11-28 | 2018-03-23 | 北京小米移动软件有限公司 | The method, apparatus and computer-readable recording medium of facial modeling |
CN108596093B (en) * | 2018-04-24 | 2021-12-03 | 北京市商汤科技开发有限公司 | Method and device for positioning human face characteristic points |
-
2018
- 2018-04-24 CN CN201810373871.6A patent/CN108596093B/en active Active
- 2018-11-21 JP JP2019568632A patent/JP7042849B2/en active Active
- 2018-11-21 SG SG11201912428TA patent/SG11201912428TA/en unknown
- 2018-11-21 KR KR1020197037564A patent/KR102334279B1/en active IP Right Grant
- 2018-11-21 WO PCT/CN2018/116779 patent/WO2019205605A1/en active Application Filing
-
2019
- 2019-12-19 US US16/720,124 patent/US11314965B2/en active Active
Also Published As
Publication number | Publication date |
---|---|
CN108596093B (en) | 2021-12-03 |
WO2019205605A1 (en) | 2019-10-31 |
CN108596093A (en) | 2018-09-28 |
KR20200010397A (en) | 2020-01-30 |
US20200125833A1 (en) | 2020-04-23 |
JP7042849B2 (en) | 2022-03-28 |
JP2020523694A (en) | 2020-08-06 |
US11314965B2 (en) | 2022-04-26 |
KR102334279B1 (en) | 2021-12-02 |
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