WO2000016243A1 - Procede d'indexation de visages servant dans la navigation et recherche efficaces de personnes dans des images video - Google Patents

Procede d'indexation de visages servant dans la navigation et recherche efficaces de personnes dans des images video Download PDF

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Publication number
WO2000016243A1
WO2000016243A1 PCT/IL1999/000487 IL9900487W WO0016243A1 WO 2000016243 A1 WO2000016243 A1 WO 2000016243A1 IL 9900487 W IL9900487 W IL 9900487W WO 0016243 A1 WO0016243 A1 WO 0016243A1
Authority
WO
WIPO (PCT)
Prior art keywords
face
track
index
class
video
Prior art date
Application number
PCT/IL1999/000487
Other languages
English (en)
Inventor
Itzhak Wilf
Hayit Greenspan
Arie Pikaz
Ovadya Menadeva
Yaron Caspi
Original Assignee
Mate - Media Access Technologies Ltd.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Mate - Media Access Technologies Ltd. filed Critical Mate - Media Access Technologies Ltd.
Priority to AU56459/99A priority Critical patent/AU5645999A/en
Priority to EP99943190A priority patent/EP1112549A4/fr
Publication of WO2000016243A1 publication Critical patent/WO2000016243A1/fr

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/78—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/783—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • G06F16/7837—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using objects detected or recognised in the video content
    • G06F16/784—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using objects detected or recognised in the video content the detected or recognised objects being people
    • 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
    • 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
    • G06V40/179—Human faces, e.g. facial parts, sketches or expressions metadata assisted face recognition

Definitions

  • FIG. 1 D depicts the results of a sequential face-indexing scheme such as the one depicted in FIG. 1 B.
  • This representation provides only a partial, highly redundant description of the face content of the video scenes.
  • FIG. 1A describes a prior art method of searching in video by key-frame selection and feature extraction.
  • FIG. 3 involving the processing of the inputted video and the grouping of the information into tracks and the tracks into appropriate index entries.
  • an additional grouping step can be considered to better facilitate browsing and searching and augment recognition performance.
  • the information associated with the index entry from all corresponding tracks can be merged, to produce representative set of characteristic data.
  • such a set involves the best quality frontal face view (ranking frontal face views from all tracks); a second set includes the conjunction of all the unique characteristic data.
  • the editor can annotate the face index.

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Library & Information Science (AREA)
  • Human Computer Interaction (AREA)
  • Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)

Abstract

L'invention concerne un procédé et un dispositif (figure) de production d'un index (250) d'au moins une classe d'objets apparaissant dans une suite d'images (210, 230), cet index servant lors d'une navigation ou d'une recherche (240) de certains membres de cette class. Ce procédé comprend les étapes suivantes consistant : à traiter (260) la suite d'images pour extraire à partir de celles-ci des traits caractéristiques de la classe d'objets, puis à mettre les images en groupes en fonction des caractéristiques extraites, utiles pour identifier des membres individuels de la classe d'objets. Dans des modes de réalisation préférés décrits, la suite d'images représente une séquence de trames vidéo, identifiée par les trames de départ et de fin et contenant des segments de visage, caractéristiques d'un visage. Il est possible d'associer des données caractéristiques audio et/ou des annotations (270, 280) aux secteurs de visages.
PCT/IL1999/000487 1998-09-10 1999-09-08 Procede d'indexation de visages servant dans la navigation et recherche efficaces de personnes dans des images video WO2000016243A1 (fr)

Priority Applications (2)

Application Number Priority Date Filing Date Title
AU56459/99A AU5645999A (en) 1998-09-10 1999-09-08 Method of face indexing for efficient browsing and searching ofp eople in video
EP99943190A EP1112549A4 (fr) 1998-09-10 1999-09-08 Procede d'indexation de visages servant dans la navigation et recherche efficaces de personnes dans des images video

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US9970298P 1998-09-10 1998-09-10
US60/099,702 1998-09-10

Publications (1)

Publication Number Publication Date
WO2000016243A1 true WO2000016243A1 (fr) 2000-03-23

Family

ID=22276216

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/IL1999/000487 WO2000016243A1 (fr) 1998-09-10 1999-09-08 Procede d'indexation de visages servant dans la navigation et recherche efficaces de personnes dans des images video

Country Status (3)

Country Link
EP (1) EP1112549A4 (fr)
AU (1) AU5645999A (fr)
WO (1) WO2000016243A1 (fr)

Cited By (31)

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WO2002104025A2 (fr) * 2001-06-15 2002-12-27 Zn Vision Technologies Ag Filtre de confidentialite
EP1330128A2 (fr) * 2001-12-03 2003-07-23 Microsoft Corporation Détection et poursuite automatique de visages humains multiples utilisant plusieurs indices
EP1346295A1 (fr) * 2000-11-15 2003-09-24 Mark Frigon Procede et dispositif permettant d'obtenir des informations sur la presence d'au moins un objet dans une image
GB2395853A (en) * 2002-11-29 2004-06-02 Sony Uk Ltd Association of metadata derived from facial images
GB2395852A (en) * 2002-11-29 2004-06-02 Sony Uk Ltd Video selection based on face data
EP1629364A2 (fr) * 2003-03-14 2006-03-01 Intelitrac, Inc. Syst me et proc d de recherche d'indexation d'images
EP1669890A1 (fr) * 2003-09-26 2006-06-14 Nikon Corporation Procede, dispositif et systeme de cumul d'images electroniques
WO2007036838A1 (fr) * 2005-09-30 2007-04-05 Philips Intellectual Property & Standards Gmbh Annotation de visages dans une video en continu
EP2031593A1 (fr) * 2007-09-03 2009-03-04 Sony Corporation Copie sélective de scènes vidéo comportant des visages humains d'un premier à un second support de données
US7522186B2 (en) 2000-03-07 2009-04-21 L-3 Communications Corporation Method and apparatus for providing immersive surveillance
WO2009056919A1 (fr) * 2007-10-30 2009-05-07 Sony Ericsson Mobile Communications Ab Système et procédé de rendu et de sélection d'une partie discrète d'une image numérique à des fins de manipulation
EP1762950A3 (fr) * 2005-09-09 2009-11-04 Canon Kabushiki Kaisha Appareil de traitement d'informations, procédé de traitement d'informations, programme et support de stockage
US7633520B2 (en) 2003-06-19 2009-12-15 L-3 Communications Corporation Method and apparatus for providing a scalable multi-camera distributed video processing and visualization surveillance system
EP2188738A1 (fr) * 2007-09-11 2010-05-26 Samsung Electronics Co., Ltd. Procédé d'enregistrement de données multimédia et appareil pour générer/actualiser automatiquement des métadonnées
US20110033113A1 (en) * 2009-08-05 2011-02-10 Kabushiki Kaisha Toshiba Electronic apparatus and image data display method
US8014572B2 (en) 2007-06-08 2011-09-06 Microsoft Corporation Face annotation framework with partial clustering and interactive labeling
US8325999B2 (en) 2009-06-08 2012-12-04 Microsoft Corporation Assisted face recognition tagging
WO2013070802A1 (fr) * 2011-11-07 2013-05-16 Finitiv Corporation Système et procédé d'indexation et d'annotation d'un contenu vidéo
EP2680189A1 (fr) * 2012-06-26 2014-01-01 Alcatel-Lucent Procédé et système de génération de descripteurs multimédia
US8983836B2 (en) 2012-09-26 2015-03-17 International Business Machines Corporation Captioning using socially derived acoustic profiles
US9165182B2 (en) 2013-08-19 2015-10-20 Cisco Technology, Inc. Method and apparatus for using face detection information to improve speaker segmentation
GB2502221B (en) * 2011-02-18 2016-01-13 Google Inc Facial detection, recognition and bookmarking in videos
WO2016018728A3 (fr) * 2014-07-29 2016-04-14 Microsoft Technology Licensing, Llc Reconnaissance informatique de personnages proéminents dans des vidéos
US20160211001A1 (en) * 2015-01-20 2016-07-21 Samsung Electronics Co., Ltd. Apparatus and method for editing content
US9646227B2 (en) 2014-07-29 2017-05-09 Microsoft Technology Licensing, Llc Computerized machine learning of interesting video sections
US20180225377A1 (en) * 2015-06-17 2018-08-09 Baidu Online Network Technology (Beijing) Co., Ltd. Method, server and terminal for acquiring information and method and apparatus for constructing database
CN109784270A (zh) * 2019-01-11 2019-05-21 厦门大学嘉庚学院 一种提升人脸图片识别完整性的处理方法
CN111191484A (zh) * 2018-11-14 2020-05-22 普天信息技术有限公司 视频图像中人物说话的识别方法和装置
CN112906466A (zh) * 2021-01-15 2021-06-04 深圳云天励飞技术股份有限公司 图像关联方法、系统及设备以及图像搜索方法及系统
US11068697B2 (en) * 2017-11-30 2021-07-20 Beijing Sensetime Technology Development Co., Ltd Methods and apparatus for video-based facial recognition, electronic devices, and storage media
CN117079256A (zh) * 2023-10-18 2023-11-17 南昌航空大学 基于目标检测及关键帧快速定位的疲劳驾驶检测算法

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US11417099B1 (en) 2021-11-08 2022-08-16 9219-1568 Quebec Inc. System and method for digital fingerprinting of media content

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Cited By (62)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7522186B2 (en) 2000-03-07 2009-04-21 L-3 Communications Corporation Method and apparatus for providing immersive surveillance
EP1346295A4 (fr) * 2000-11-15 2005-01-12 Mark Frigon Procede et dispositif permettant d'obtenir des informations sur la presence d'au moins un objet dans une image
EP1346295A1 (fr) * 2000-11-15 2003-09-24 Mark Frigon Procede et dispositif permettant d'obtenir des informations sur la presence d'au moins un objet dans une image
AU2002312975B2 (en) * 2001-06-15 2005-08-11 L-1 Identity Solutions Ag Privacy filter
EP1276320A1 (fr) * 2001-06-15 2003-01-15 ZN Vision Technologies AG Méthode pour rendre inidentifiable et pour restorer le contenu d'une image
WO2002104025A3 (fr) * 2001-06-15 2003-03-13 Zn Vision Technologies Ag Filtre de confidentialite
WO2002104025A2 (fr) * 2001-06-15 2002-12-27 Zn Vision Technologies Ag Filtre de confidentialite
EP1330128A2 (fr) * 2001-12-03 2003-07-23 Microsoft Corporation Détection et poursuite automatique de visages humains multiples utilisant plusieurs indices
US7428315B2 (en) 2001-12-03 2008-09-23 Microsoft Corporation Automatic detection and tracking of multiple individuals using multiple cues
EP1330128A3 (fr) * 2001-12-03 2006-02-08 Microsoft Corporation Détection et poursuite automatique de visages humains multiples utilisant plusieurs indices
EP1838104A3 (fr) * 2001-12-03 2009-09-30 Microsoft Corporation Détection automatique et suivi de plusieurs individus utilisant plusieurs repères
US7433495B2 (en) 2001-12-03 2008-10-07 Microsoft Corporation Automatic detection and tracking of multiple individuals using multiple cues
EP1944975A3 (fr) * 2001-12-03 2011-04-06 Microsoft Corporation Détection automatique et suivi de plusieurs individus utilisant plusieurs repères
US7151843B2 (en) 2001-12-03 2006-12-19 Microsoft Corporation Automatic detection and tracking of multiple individuals using multiple cues
US7171025B2 (en) 2001-12-03 2007-01-30 Microsoft Corporation Automatic detection and tracking of multiple individuals using multiple cues
US7739598B2 (en) 2002-11-29 2010-06-15 Sony United Kingdom Limited Media handling system
GB2395852B (en) * 2002-11-29 2006-04-19 Sony Uk Ltd Media handling system
GB2395852A (en) * 2002-11-29 2004-06-02 Sony Uk Ltd Video selection based on face data
US8384791B2 (en) 2002-11-29 2013-02-26 Sony United Kingdom Limited Video camera for face detection
GB2395853A (en) * 2002-11-29 2004-06-02 Sony Uk Ltd Association of metadata derived from facial images
EP1629364A4 (fr) * 2003-03-14 2007-01-31 Intelitrac Inc Syst me et proc d de recherche d'indexation d'images
EP1629364A2 (fr) * 2003-03-14 2006-03-01 Intelitrac, Inc. Syst me et proc d de recherche d'indexation d'images
US7633520B2 (en) 2003-06-19 2009-12-15 L-3 Communications Corporation Method and apparatus for providing a scalable multi-camera distributed video processing and visualization surveillance system
EP1669890A4 (fr) * 2003-09-26 2007-04-04 Nikon Corp Procede, dispositif et systeme de cumul d'images electroniques
EP1669890A1 (fr) * 2003-09-26 2006-06-14 Nikon Corporation Procede, dispositif et systeme de cumul d'images electroniques
EP1762950A3 (fr) * 2005-09-09 2009-11-04 Canon Kabushiki Kaisha Appareil de traitement d'informations, procédé de traitement d'informations, programme et support de stockage
US7848546B2 (en) 2005-09-09 2010-12-07 Canon Kabushiki Kaisha Information processing apparatus, information processing method, program, and storage medium
WO2007036838A1 (fr) * 2005-09-30 2007-04-05 Philips Intellectual Property & Standards Gmbh Annotation de visages dans une video en continu
US8014572B2 (en) 2007-06-08 2011-09-06 Microsoft Corporation Face annotation framework with partial clustering and interactive labeling
US8400513B2 (en) 2007-09-03 2013-03-19 Sony Corporation Data processing apparatus, data processing method, and data processing program
EP2031593A1 (fr) * 2007-09-03 2009-03-04 Sony Corporation Copie sélective de scènes vidéo comportant des visages humains d'un premier à un second support de données
EP2188738A4 (fr) * 2007-09-11 2011-03-23 Samsung Electronics Co Ltd Procédé d'enregistrement de données multimédia et appareil pour générer/actualiser automatiquement des métadonnées
US8255395B2 (en) 2007-09-11 2012-08-28 Samsung Electronics Co., Ltd. Multimedia data recording method and apparatus for automatically generating/updating metadata
EP2188738A1 (fr) * 2007-09-11 2010-05-26 Samsung Electronics Co., Ltd. Procédé d'enregistrement de données multimédia et appareil pour générer/actualiser automatiquement des métadonnées
WO2009056919A1 (fr) * 2007-10-30 2009-05-07 Sony Ericsson Mobile Communications Ab Système et procédé de rendu et de sélection d'une partie discrète d'une image numérique à des fins de manipulation
US9407942B2 (en) 2008-10-03 2016-08-02 Finitiv Corporation System and method for indexing and annotation of video content
US8325999B2 (en) 2009-06-08 2012-12-04 Microsoft Corporation Assisted face recognition tagging
US20110033113A1 (en) * 2009-08-05 2011-02-10 Kabushiki Kaisha Toshiba Electronic apparatus and image data display method
GB2502221B (en) * 2011-02-18 2016-01-13 Google Inc Facial detection, recognition and bookmarking in videos
US9251854B2 (en) 2011-02-18 2016-02-02 Google Inc. Facial detection, recognition and bookmarking in videos
US9984729B2 (en) 2011-02-18 2018-05-29 Google Llc Facial detection, recognition and bookmarking in videos
WO2013070802A1 (fr) * 2011-11-07 2013-05-16 Finitiv Corporation Système et procédé d'indexation et d'annotation d'un contenu vidéo
EP2680189A1 (fr) * 2012-06-26 2014-01-01 Alcatel-Lucent Procédé et système de génération de descripteurs multimédia
US8983836B2 (en) 2012-09-26 2015-03-17 International Business Machines Corporation Captioning using socially derived acoustic profiles
US9165182B2 (en) 2013-08-19 2015-10-20 Cisco Technology, Inc. Method and apparatus for using face detection information to improve speaker segmentation
US9646227B2 (en) 2014-07-29 2017-05-09 Microsoft Technology Licensing, Llc Computerized machine learning of interesting video sections
CN106663196B (zh) * 2014-07-29 2020-04-28 微软技术许可有限责任公司 用于识别主体的方法、系统和计算机可读存储介质
CN106663196A (zh) * 2014-07-29 2017-05-10 微软技术许可有限责任公司 视频中的计算机显著人物识别
WO2016018728A3 (fr) * 2014-07-29 2016-04-14 Microsoft Technology Licensing, Llc Reconnaissance informatique de personnages proéminents dans des vidéos
US9934423B2 (en) 2014-07-29 2018-04-03 Microsoft Technology Licensing, Llc Computerized prominent character recognition in videos
CN107211198A (zh) * 2015-01-20 2017-09-26 三星电子株式会社 用于编辑内容的装置和方法
US10373648B2 (en) * 2015-01-20 2019-08-06 Samsung Electronics Co., Ltd. Apparatus and method for editing content
US20160211001A1 (en) * 2015-01-20 2016-07-21 Samsung Electronics Co., Ltd. Apparatus and method for editing content
US10971188B2 (en) 2015-01-20 2021-04-06 Samsung Electronics Co., Ltd. Apparatus and method for editing content
US20180225377A1 (en) * 2015-06-17 2018-08-09 Baidu Online Network Technology (Beijing) Co., Ltd. Method, server and terminal for acquiring information and method and apparatus for constructing database
US11068697B2 (en) * 2017-11-30 2021-07-20 Beijing Sensetime Technology Development Co., Ltd Methods and apparatus for video-based facial recognition, electronic devices, and storage media
CN111191484A (zh) * 2018-11-14 2020-05-22 普天信息技术有限公司 视频图像中人物说话的识别方法和装置
CN109784270A (zh) * 2019-01-11 2019-05-21 厦门大学嘉庚学院 一种提升人脸图片识别完整性的处理方法
CN109784270B (zh) * 2019-01-11 2023-05-26 厦门大学嘉庚学院 一种提升人脸图片识别完整性的处理方法
CN112906466A (zh) * 2021-01-15 2021-06-04 深圳云天励飞技术股份有限公司 图像关联方法、系统及设备以及图像搜索方法及系统
CN117079256A (zh) * 2023-10-18 2023-11-17 南昌航空大学 基于目标检测及关键帧快速定位的疲劳驾驶检测算法
CN117079256B (zh) * 2023-10-18 2024-01-05 南昌航空大学 基于目标检测及关键帧快速定位的疲劳驾驶检测算法

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EP1112549A4 (fr) 2004-03-17
AU5645999A (en) 2000-04-03
EP1112549A1 (fr) 2001-07-04

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