CN104350526B - 人检测装置 - Google Patents

人检测装置 Download PDF

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Publication number
CN104350526B
CN104350526B CN201380030713.6A CN201380030713A CN104350526B CN 104350526 B CN104350526 B CN 104350526B CN 201380030713 A CN201380030713 A CN 201380030713A CN 104350526 B CN104350526 B CN 104350526B
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Chinese (zh)
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CN104350526A (zh
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神谷保德
杉山尚树
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Denso Corp
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Denso Corp
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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/16Anti-collision systems
    • G08G1/166Anti-collision systems for active traffic, e.g. moving vehicles, pedestrians, bikes
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/25Fusion techniques
    • G06F18/254Fusion techniques of classification results, e.g. of results related to same input data
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/70Determining position or orientation of objects or cameras
    • G06T7/73Determining position or orientation of objects or cameras using feature-based methods
    • G06T7/75Determining position or orientation of objects or cameras using feature-based methods involving models
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77Processing 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
    • G06V10/80Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/809Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/56Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G06V20/58Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/24Character recognition characterised by the processing or recognition method
    • G06V30/242Division of the character sequences into groups prior to recognition; Selection of dictionaries
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/26Techniques for post-processing, e.g. correcting the recognition result
    • G06V30/262Techniques for post-processing, e.g. correcting the recognition result using context analysis, e.g. lexical, syntactic or semantic context
    • G06V30/274Syntactic or semantic context, e.g. balancing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20076Probabilistic image processing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20081Training; Learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30196Human being; Person
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/10Recognition assisted with metadata

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Human Computer Interaction (AREA)
  • Data Mining & Analysis (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Image Analysis (AREA)
  • Traffic Control Systems (AREA)
  • Image Processing (AREA)
CN201380030713.6A 2012-06-11 2013-05-13 人检测装置 Active CN104350526B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2012131959A JP5720627B2 (ja) 2012-06-11 2012-06-11 人検出装置
JP2012-131959 2012-06-11
PCT/JP2013/003041 WO2013186984A1 (ja) 2012-06-11 2013-05-13 人検出装置

Publications (2)

Publication Number Publication Date
CN104350526A CN104350526A (zh) 2015-02-11
CN104350526B true CN104350526B (zh) 2016-12-21

Family

ID=49757836

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201380030713.6A Active CN104350526B (zh) 2012-06-11 2013-05-13 人检测装置

Country Status (5)

Country Link
US (1) US9235776B2 (enExample)
JP (1) JP5720627B2 (enExample)
CN (1) CN104350526B (enExample)
DE (1) DE112013002889B4 (enExample)
WO (1) WO2013186984A1 (enExample)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6004441B2 (ja) 2013-11-29 2016-10-05 インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Machines Corporation 基板接合方法、バンプ形成方法及び半導体装置
CN105678221B (zh) * 2015-12-29 2020-03-24 大连楼兰科技股份有限公司 一种雨雪天气的行人检测方法及系统
JP6126759B1 (ja) * 2016-06-16 2017-05-10 株式会社オプティム 情報提供システム
WO2017216919A1 (ja) * 2016-06-16 2017-12-21 株式会社オプティム 服装情報提供システム、服装情報提供方法、およびプログラム
JP7115258B2 (ja) * 2018-11-29 2022-08-09 トヨタ自動車株式会社 情報処理システム、情報処理方法、及びプログラム
JP6874754B2 (ja) * 2018-12-11 2021-05-19 東京電力ホールディングス株式会社 情報処理方法、プログラム、情報処理装置、学習済みモデルの生成方法及び学習済みモデル
JP7287712B2 (ja) 2019-12-10 2023-06-06 Necソリューションイノベータ株式会社 計測方法
US20230061238A1 (en) * 2020-02-26 2023-03-02 Sony Group Corporation A camera system and a method for determining a weather situation

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050276447A1 (en) * 2004-06-14 2005-12-15 Honda Motor Co., Ltd. Vehicle surroundings monitoring apparatus
JP2009122786A (ja) * 2007-11-13 2009-06-04 Mazda Motor Corp 車両用運転支援装置

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3025133B2 (ja) 1993-08-27 2000-03-27 シャープ株式会社 人物認識装置
JP3088880B2 (ja) 1993-09-07 2000-09-18 シャープ株式会社 人物認識装置
JP4534700B2 (ja) * 2004-09-30 2010-09-01 日産自動車株式会社 人物検出装置及び方法
JP5110356B2 (ja) 2007-07-10 2012-12-26 オムロン株式会社 検出装置および方法、並びに、プログラム
JP2010079716A (ja) 2008-09-26 2010-04-08 Mazda Motor Corp 車両の歩行者検出装置
JP5606306B2 (ja) 2010-12-24 2014-10-15 三井化学株式会社 エチレン重合体組成物およびそれを用いた塗料
JP5712968B2 (ja) * 2012-05-31 2015-05-07 株式会社デンソー 人検出装置
JP5794255B2 (ja) * 2013-05-21 2015-10-14 株式会社デンソー 物体検出装置

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050276447A1 (en) * 2004-06-14 2005-12-15 Honda Motor Co., Ltd. Vehicle surroundings monitoring apparatus
JP2009122786A (ja) * 2007-11-13 2009-06-04 Mazda Motor Corp 車両用運転支援装置

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
FAST PEDESTRAIN DETECTION WITH CASCADE CLASSIFIERS;Ning Zhang 等;《Information,Computing and Telecommunication》;20090921;第550-553页 *
基于Cauchy分布的红外视频运动目标检测;明英 等;《红外与毫米波学报》;20080229;第27卷(第1期);第65-71段 *

Also Published As

Publication number Publication date
DE112013002889B4 (de) 2022-08-04
CN104350526A (zh) 2015-02-11
WO2013186984A1 (ja) 2013-12-19
JP5720627B2 (ja) 2015-05-20
JP2013257637A (ja) 2013-12-26
DE112013002889T5 (de) 2015-02-26
US9235776B2 (en) 2016-01-12
US20150117790A1 (en) 2015-04-30

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