NO329897B1 - Fremgangsmate for raskere ansiktsdeteksjon - Google Patents
Fremgangsmate for raskere ansiktsdeteksjon Download PDFInfo
- Publication number
- NO329897B1 NO329897B1 NO20085322A NO20085322A NO329897B1 NO 329897 B1 NO329897 B1 NO 329897B1 NO 20085322 A NO20085322 A NO 20085322A NO 20085322 A NO20085322 A NO 20085322A NO 329897 B1 NO329897 B1 NO 329897B1
- Authority
- NO
- Norway
- Prior art keywords
- image
- color
- motion
- face
- histogram
- Prior art date
Links
- 238000000034 method Methods 0.000 title claims abstract description 31
- 238000001514 detection method Methods 0.000 title claims description 33
- 239000003086 colorant Substances 0.000 claims description 19
- 230000003068 static effect Effects 0.000 claims description 4
- 239000013598 vector Substances 0.000 description 7
- 238000013459 approach Methods 0.000 description 4
- 230000001815 facial effect Effects 0.000 description 4
- 241000405217 Viola <butterfly> Species 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 3
- 238000012545 processing Methods 0.000 description 3
- 238000012360 testing method Methods 0.000 description 3
- 238000007796 conventional method Methods 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000001914 filtration Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000005286 illumination Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000010606 normalization Methods 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 210000004279 orbit Anatomy 0.000 description 1
- 238000011045 prefiltration Methods 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/90—Determination of colour characteristics
-
- 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
- G06V10/56—Extraction of image or video features relating to colour
-
- 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
- G06V40/167—Detection; Localisation; Normalisation using comparisons between temporally consecutive images
-
- 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
- G06T2207/10—Image acquisition modality
- G06T2207/10016—Video; Image sequence
-
- 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
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
-
- 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
- G06T2207/20076—Probabilistic image processing
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Multimedia (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Human Computer Interaction (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
NO20085322A NO329897B1 (no) | 2008-12-19 | 2008-12-19 | Fremgangsmate for raskere ansiktsdeteksjon |
PCT/NO2009/000409 WO2010071443A1 (en) | 2008-12-19 | 2009-11-27 | Method for speeding up face detection |
CN2009801514616A CN102257513B (zh) | 2008-12-19 | 2009-11-27 | 用于加速人脸检测的方法 |
EP09833678.7A EP2380111B1 (de) | 2008-12-19 | 2009-11-27 | Verfahren zur beschleunigung einer gesichtserkennung |
US12/642,390 US8260011B2 (en) | 2008-12-19 | 2009-12-18 | Method, system, and computer readable medium for face detection |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
NO20085322A NO329897B1 (no) | 2008-12-19 | 2008-12-19 | Fremgangsmate for raskere ansiktsdeteksjon |
Publications (2)
Publication Number | Publication Date |
---|---|
NO20085322L NO20085322L (no) | 2010-06-21 |
NO329897B1 true NO329897B1 (no) | 2011-01-24 |
Family
ID=40791143
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
NO20085322A NO329897B1 (no) | 2008-12-19 | 2008-12-19 | Fremgangsmate for raskere ansiktsdeteksjon |
Country Status (5)
Country | Link |
---|---|
US (1) | US8260011B2 (de) |
EP (1) | EP2380111B1 (de) |
CN (1) | CN102257513B (de) |
NO (1) | NO329897B1 (de) |
WO (1) | WO2010071443A1 (de) |
Families Citing this family (29)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8244003B2 (en) * | 2010-01-25 | 2012-08-14 | Apple Inc. | Image preprocessing |
US8326001B2 (en) | 2010-06-29 | 2012-12-04 | Apple Inc. | Low threshold face recognition |
US8824747B2 (en) * | 2010-06-29 | 2014-09-02 | Apple Inc. | Skin-tone filtering |
US8786625B2 (en) * | 2010-09-30 | 2014-07-22 | Apple Inc. | System and method for processing image data using an image signal processor having back-end processing logic |
CN102663398A (zh) * | 2012-03-31 | 2012-09-12 | 上海博康智能信息技术有限公司 | 一种彩色图像颜色特征提取方法及装置 |
US9105078B2 (en) | 2012-05-31 | 2015-08-11 | Apple Inc. | Systems and methods for local tone mapping |
US9142012B2 (en) | 2012-05-31 | 2015-09-22 | Apple Inc. | Systems and methods for chroma noise reduction |
US9031319B2 (en) | 2012-05-31 | 2015-05-12 | Apple Inc. | Systems and methods for luma sharpening |
US11089247B2 (en) | 2012-05-31 | 2021-08-10 | Apple Inc. | Systems and method for reducing fixed pattern noise in image data |
US8817120B2 (en) | 2012-05-31 | 2014-08-26 | Apple Inc. | Systems and methods for collecting fixed pattern noise statistics of image data |
US9014504B2 (en) | 2012-05-31 | 2015-04-21 | Apple Inc. | Systems and methods for highlight recovery in an image signal processor |
US9743057B2 (en) | 2012-05-31 | 2017-08-22 | Apple Inc. | Systems and methods for lens shading correction |
US9332239B2 (en) | 2012-05-31 | 2016-05-03 | Apple Inc. | Systems and methods for RGB image processing |
US9077943B2 (en) | 2012-05-31 | 2015-07-07 | Apple Inc. | Local image statistics collection |
US8917336B2 (en) | 2012-05-31 | 2014-12-23 | Apple Inc. | Image signal processing involving geometric distortion correction |
US8872946B2 (en) | 2012-05-31 | 2014-10-28 | Apple Inc. | Systems and methods for raw image processing |
US8953882B2 (en) | 2012-05-31 | 2015-02-10 | Apple Inc. | Systems and methods for determining noise statistics of image data |
US9025867B2 (en) | 2012-05-31 | 2015-05-05 | Apple Inc. | Systems and methods for YCC image processing |
US9876988B2 (en) | 2012-07-13 | 2018-01-23 | Microsoft Technology Licensing, Llc | Video display modification for video conferencing environments |
US9940382B2 (en) * | 2012-12-20 | 2018-04-10 | Koninklijke Philips N.V. | System and method for searching a labeled predominantly non-textual item |
US9177383B2 (en) | 2013-08-29 | 2015-11-03 | Analog Devices Global | Facial detection |
KR20160057867A (ko) * | 2014-11-14 | 2016-05-24 | 삼성전자주식회사 | 디스플레이 장치 및 그에 의한 이미지 처리 방법 |
CN104658504B (zh) * | 2015-03-09 | 2017-05-10 | 深圳市华星光电技术有限公司 | 一种液晶显示器的驱动方法及驱动装置 |
CN105426829B (zh) * | 2015-11-10 | 2018-11-16 | 深圳Tcl新技术有限公司 | 基于人脸图像的视频分类方法和装置 |
CN105654058A (zh) * | 2015-12-31 | 2016-06-08 | 武汉鸿瑞达信息技术有限公司 | 互联网络视频演播室环境下彩色恒定特征提取方法及系统 |
CN108064386B (zh) * | 2017-11-24 | 2022-04-05 | 深圳市汇顶科技股份有限公司 | 背景去除方法、影像模块及光学指纹辨识系统 |
CN109374042B (zh) * | 2018-07-12 | 2021-05-28 | 中山职业技术学院 | 一种智能定制家具组装部件质检系统及方法 |
CN111027382B (zh) * | 2019-11-06 | 2023-06-23 | 华中师范大学 | 一种基于注意力机制的轻量级人脸检测的方法及模型 |
CN116311477B (zh) * | 2023-05-15 | 2023-08-01 | 华中科技大学 | 一种面向跨身份一致性的面部运动单元检测模型构建方法 |
Family Cites Families (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR100459893B1 (ko) * | 2002-01-08 | 2004-12-04 | 삼성전자주식회사 | 동영상에서 칼라 기반의 객체를 추적하는 방법 및 그 장치 |
KR100474848B1 (ko) * | 2002-07-19 | 2005-03-10 | 삼성전자주식회사 | 영상시각 정보를 결합하여 실시간으로 복수의 얼굴을검출하고 추적하는 얼굴 검출 및 추적 시스템 및 방법 |
GB2395778A (en) * | 2002-11-29 | 2004-06-02 | Sony Uk Ltd | Face detection |
US7333653B2 (en) * | 2003-08-29 | 2008-02-19 | Hewlett-Packard Development Company, L.P. | Detecting and correcting redeye in an image |
CN100361138C (zh) * | 2005-12-31 | 2008-01-09 | 北京中星微电子有限公司 | 视频序列中人脸的实时检测与持续跟踪的方法及系统 |
CN100458831C (zh) * | 2006-06-01 | 2009-02-04 | 北京中星微电子有限公司 | 人脸模型训练模块及方法、人脸实时认证系统及方法 |
FR2911983B1 (fr) * | 2007-01-25 | 2009-05-29 | St Microelectronics Sa | Procede de suivi automatique des mouvements de la mains dans une sequence d'images. |
US8671346B2 (en) * | 2007-02-09 | 2014-03-11 | Microsoft Corporation | Smart video thumbnail |
US8064653B2 (en) * | 2007-11-29 | 2011-11-22 | Viewdle, Inc. | Method and system of person identification by facial image |
CA2791624A1 (en) * | 2010-02-26 | 2011-09-01 | Myskin, Inc. | Analytic methods of tissue evaluation |
-
2008
- 2008-12-19 NO NO20085322A patent/NO329897B1/no not_active IP Right Cessation
-
2009
- 2009-11-27 WO PCT/NO2009/000409 patent/WO2010071443A1/en active Application Filing
- 2009-11-27 EP EP09833678.7A patent/EP2380111B1/de not_active Not-in-force
- 2009-11-27 CN CN2009801514616A patent/CN102257513B/zh not_active Expired - Fee Related
- 2009-12-18 US US12/642,390 patent/US8260011B2/en active Active
Non-Patent Citations (5)
Title |
---|
GRAF H P ET AL: "Multi-modal system for locating heads and faces", AUTOMATIC FACE AND GESTURE RECOGNITION, 1996., PROCEEDINGS OF THE SECO ND INTERNATIONAL CONFERENCE ON KILLINGTON, VT, USA 14-16 OCT. 1996, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 14 October 1996 (1996-10-14), pages 88 - 93, XP010200404, ISBN: 978-0-8186-7713-7 * |
HUNKE M ET AL: "Face locating and tracking for human-computer interaction", SIGNALS, SYSTEMS AND COMPUTERS, 1994. 1994 CONFERENCE RECORD OF THE TW ENTY-EIGHTH ASILOMAR CONFERENCE ON PACIFIC GROVE, CA, USA 31 OCT.-2 NOV. 1994, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, vol. 2, 31 October 1994 (1994-10-31), pages 1277 - 1281, XP010148783, ISBN: 978-0-8186-6405-2 * |
LEE C H ET AL: "Automatic human face location in a complex background using motion and color information", PATTERN RECOGNITION, ELSEVIER, GB, vol. 29, no. 11, 1 November 1996 (1996-11-01), pages 1877 - 1889, XP004013883, ISSN: 0031-3203 * |
MARTIN HUNKE H: "Locating and tracking of human faces with neural networks", INTERNET CITATION, 1 August 1994 (1994-08-01), pages 82pp, XP009119094, Retrieved from the Internet <URL:http://reference.kfupm.edu.sa/content/l/o/locating_and_tracking_of_hu man_faces_wit_522647.pdf> [retrieved on 20090630] * |
SCHIELE B ET AL: "GAZE TRACKING BASED ON FACE-COLOR", INTERNATIONAL WORKSHOP ON AUTOMATIC FACE- ANDGESTURE-RECOGNITION, XX, XX, 26 June 1995 (1995-06-26), pages 344 - 349, XP008049138 * |
Also Published As
Publication number | Publication date |
---|---|
NO20085322L (no) | 2010-06-21 |
EP2380111B1 (de) | 2013-07-03 |
US20100172581A1 (en) | 2010-07-08 |
CN102257513A (zh) | 2011-11-23 |
EP2380111A4 (de) | 2012-06-13 |
WO2010071443A1 (en) | 2010-06-24 |
US8260011B2 (en) | 2012-09-04 |
CN102257513B (zh) | 2013-11-06 |
EP2380111A1 (de) | 2011-10-26 |
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Legal Events
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MM1K | Lapsed by not paying the annual fees |