CN105393262B - 使用rgb-nir摄像机对的特征识别 - Google Patents

使用rgb-nir摄像机对的特征识别 Download PDF

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Publication number
CN105393262B
CN105393262B CN201480041121.9A CN201480041121A CN105393262B CN 105393262 B CN105393262 B CN 105393262B CN 201480041121 A CN201480041121 A CN 201480041121A CN 105393262 B CN105393262 B CN 105393262B
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value
hand
geometric properties
rgb image
determined
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CN105393262A (zh
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安·M·陈
潘世佳
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Qualcomm Inc
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Qualcomm Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V40/107—Static hand or arm
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/10—Image acquisition
    • G06V10/12—Details of acquisition arrangements; Constructional details thereof
    • G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
    • G06V10/143—Sensing or illuminating at different wavelengths
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V40/12—Fingerprints or palmprints
    • G06V40/1347—Preprocessing; Feature extraction
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/10—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/20—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from infrared radiation only
    • H04N23/21—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from infrared radiation only from near infrared [NIR] radiation

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Signal Processing (AREA)
  • Human Computer Interaction (AREA)
  • Health & Medical Sciences (AREA)
  • Toxicology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Analysis (AREA)
  • Collating Specific Patterns (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Hardware Design (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
CN201480041121.9A 2013-08-02 2014-07-10 使用rgb-nir摄像机对的特征识别 Expired - Fee Related CN105393262B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201361861915P 2013-08-02 2013-08-02
US61/861,915 2013-08-02
US14/168,267 US9996726B2 (en) 2013-08-02 2014-01-30 Feature identification using an RGB-NIR camera pair
US14/168,267 2014-01-30
PCT/US2014/046071 WO2015017099A1 (en) 2013-08-02 2014-07-10 Feature identification using an rgb-nir camera pair

Publications (2)

Publication Number Publication Date
CN105393262A CN105393262A (zh) 2016-03-09
CN105393262B true CN105393262B (zh) 2018-11-13

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US (1) US9996726B2 (enExample)
EP (1) EP3028217A1 (enExample)
JP (1) JP2016528627A (enExample)
KR (1) KR20160040230A (enExample)
CN (1) CN105393262B (enExample)
WO (1) WO2015017099A1 (enExample)

Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10452894B2 (en) 2012-06-26 2019-10-22 Qualcomm Incorporated Systems and method for facial verification
JP6160148B2 (ja) * 2013-03-19 2017-07-12 富士通株式会社 生体情報入力装置、生体情報入力プログラム、生体情報入力方法
JP6241230B2 (ja) * 2013-11-28 2017-12-06 富士通株式会社 生体情報判定装置及びプログラム
US9959628B2 (en) 2014-11-21 2018-05-01 Christopher M. MUTTI Imaging system for object recognition and assessment
DE102015202922A1 (de) * 2015-02-18 2016-08-18 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Vorrichtung und Verfahren zum kamerabasierten Berechnen eines Längenverhältnisses von Fingern einer Hand
US10649536B2 (en) * 2015-11-24 2020-05-12 Intel Corporation Determination of hand dimensions for hand and gesture recognition with a computing interface
US9958951B1 (en) * 2016-09-12 2018-05-01 Meta Company System and method for providing views of virtual content in an augmented reality environment
CN106657726B (zh) * 2016-10-21 2019-10-18 维沃移动通信有限公司 一种摄像头模组的图像处理方法和移动终端
CN106657725B (zh) * 2016-10-21 2019-10-18 维沃移动通信有限公司 一种摄像头模组的图像处理方法和移动终端
CN106572289B (zh) * 2016-10-21 2019-08-20 维沃移动通信有限公司 一种摄像头模组的图像处理方法和移动终端
CN106572290B (zh) * 2016-10-21 2019-08-20 维沃移动通信有限公司 一种图像数据的处理方法和移动终端
RU2769652C2 (ru) * 2017-05-16 2022-04-04 Албертус Баренд ГЕЛДЕНХЕЙС Обработка мельчайших деталей цифровых данных для анализа культурных артефактов
KR102466997B1 (ko) * 2018-01-22 2022-11-14 삼성전자주식회사 라이브니스 검사 방법 및 장치
TWI658411B (zh) * 2018-02-26 2019-05-01 關鍵禾芯科技股份有限公司 無方向性之手指掌紋辨識方法及無方向性之手指掌紋資料建立方法
US10769406B2 (en) * 2018-03-18 2020-09-08 Keycore Technology Corp. Non-directional fingerprint and palmprint identification method and non-directional fingerprint and palmprint data creation method
WO2020024603A1 (zh) * 2018-08-01 2020-02-06 Oppo广东移动通信有限公司 图像处理方法和装置、电子设备、计算机可读存储介质
US11157816B2 (en) * 2018-10-17 2021-10-26 Capital One Services, Llc Systems and methods for selecting and generating log parsers using neural networks
US12493989B2 (en) * 2020-02-02 2025-12-09 Delta Thermal, Inc. Thermal camera daisy chain
CN111611977B (zh) * 2020-06-05 2021-10-15 吉林求是光谱数据科技有限公司 基于光谱与多波段融合的人脸识别监控系统及识别方法
CN112530133B (zh) * 2020-11-22 2022-08-09 李绪明 一种用于识别注射器的装置及方法
US20250121864A1 (en) 2023-10-11 2025-04-17 Delta Thermal Inc. Imaging and monitoring of high-speed objects

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102113026B (zh) * 2008-06-02 2014-05-14 先进追踪和寻踪公司 用于识别文档的印版的方法和设备

Family Cites Families (45)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2823564B2 (ja) 1988-05-27 1998-11-11 日本電信電話株式会社 生物体検知装置
US6496594B1 (en) 1998-10-22 2002-12-17 Francine J. Prokoski Method and apparatus for aligning and comparing images of the face and body from different imagers
US6424727B1 (en) 1998-11-25 2002-07-23 Iridian Technologies, Inc. System and method of animal identification and animal transaction authorization using iris patterns
US6820979B1 (en) 1999-04-23 2004-11-23 Neuroptics, Inc. Pupilometer with pupil irregularity detection, pupil tracking, and pupil response detection capability, glaucoma screening capability, intracranial pressure detection capability, and ocular aberration measurement capability
US6920236B2 (en) 2001-03-26 2005-07-19 Mikos, Ltd. Dual band biometric identification system
US7027619B2 (en) 2001-09-13 2006-04-11 Honeywell International Inc. Near-infrared method and system for use in face detection
US7469160B2 (en) * 2003-04-18 2008-12-23 Banks Perry S Methods and apparatus for evaluating image focus
JP4387643B2 (ja) 2002-07-31 2009-12-16 富士通株式会社 個人認識機能付き処理装置
US8190239B2 (en) 2002-09-03 2012-05-29 Fujitsu Limited Individual identification device
US7460696B2 (en) 2004-06-01 2008-12-02 Lumidigm, Inc. Multispectral imaging biometrics
GB0316631D0 (en) 2003-07-16 2003-08-20 Omniperception Ltd Facial liveness assessment system
JP3734826B2 (ja) 2003-07-17 2006-01-11 松下電器産業株式会社 虹彩コード生成方法、個人認証方法、虹彩コード登録装置、個人認証装置、および個人認証プログラム
JP4254418B2 (ja) * 2003-08-18 2009-04-15 Ｋｄｄｉ株式会社 個人認証装置及び方法並びに携帯通信端末
JP4470434B2 (ja) 2003-10-06 2010-06-02 富士ゼロックス株式会社 動作識別装置、及び対象物の姿勢識別装置
FR2864290B1 (fr) 2003-12-18 2006-05-26 Sagem Procede et dispositif de reconnaissance d'iris
KR100682898B1 (ko) 2004-11-09 2007-02-15 삼성전자주식회사 적외선을 이용한 영상 장치 및 그의 영상 식별 방법
US7602942B2 (en) 2004-11-12 2009-10-13 Honeywell International Inc. Infrared and visible fusion face recognition system
US7469060B2 (en) 2004-11-12 2008-12-23 Honeywell International Inc. Infrared face detection and recognition system
EP2083259A1 (en) 2004-12-07 2009-07-29 Clean Earth Technologies, Llc Method and apparatus for standoff detection of liveness
JPWO2006088042A1 (ja) 2005-02-16 2008-07-03 松下電器産業株式会社 生体判別装置および認証装置ならびに生体判別方法
JP4696610B2 (ja) 2005-03-15 2011-06-08 オムロン株式会社 被写体認証装置、顔認証装置、携帯電話、及び被写体認証方法
US8260008B2 (en) 2005-11-11 2012-09-04 Eyelock, Inc. Methods for performing biometric recognition of a human eye and corroboration of same
US20070248330A1 (en) 2006-04-06 2007-10-25 Pillman Bruce H Varying camera self-determination based on subject motion
CN103336941A (zh) * 2006-07-19 2013-10-02 光谱辨识公司 多重生物测定多谱成像器
US7801339B2 (en) 2006-07-31 2010-09-21 Lumidigm, Inc. Biometrics with spatiospectral spoof detection
US8965063B2 (en) 2006-09-22 2015-02-24 Eyelock, Inc. Compact biometric acquisition system and method
US8953849B2 (en) 2007-04-19 2015-02-10 Eyelock, Inc. Method and system for biometric recognition
US20090060286A1 (en) 2007-09-04 2009-03-05 General Electric Company Identification system and method utilizing iris imaging
AU2008305338B2 (en) * 2007-09-24 2011-11-10 Apple Inc. Embedded authentication systems in an electronic device
US8411910B2 (en) 2008-04-17 2013-04-02 Biometricore, Inc. Computationally efficient feature extraction and matching iris recognition
US8345936B2 (en) 2008-05-09 2013-01-01 Noblis, Inc. Multispectral iris fusion for enhancement and interoperability
CN101404060B (zh) 2008-11-10 2010-06-30 北京航空航天大学 一种基于可见光与近红外Gabor信息融合的人脸识别方法
JP4702441B2 (ja) 2008-12-05 2011-06-15 ソニー株式会社 撮像装置及び撮像方法
US8374404B2 (en) 2009-02-13 2013-02-12 Raytheon Company Iris recognition using hyper-spectral signatures
US8503778B2 (en) 2009-05-14 2013-08-06 National University Of Singapore Enhancing photograph visual quality using texture and contrast data from near infra-red images
JP2011243862A (ja) 2010-05-20 2011-12-01 Sony Corp 撮像デバイス及び撮像装置
US8408821B2 (en) 2010-10-12 2013-04-02 Omnivision Technologies, Inc. Visible and infrared dual mode imaging system
CN101964056B (zh) 2010-10-26 2012-06-27 徐勇 一种具有活体检测功能的双模态人脸认证方法和系统
US8897522B2 (en) * 2012-05-30 2014-11-25 Xerox Corporation Processing a video for vascular pattern detection and cardiac function analysis
US8411909B1 (en) 2012-06-26 2013-04-02 Google Inc. Facial recognition
US10452894B2 (en) 2012-06-26 2019-10-22 Qualcomm Incorporated Systems and method for facial verification
WO2014028911A2 (en) 2012-08-16 2014-02-20 Potter Darrel V Structure formed from panels joined with universal clamping brackets
US20160019421A1 (en) 2014-07-15 2016-01-21 Qualcomm Incorporated Multispectral eye analysis for identity authentication
US20170091550A1 (en) 2014-07-15 2017-03-30 Qualcomm Incorporated Multispectral eye analysis for identity authentication
US20160019420A1 (en) 2014-07-15 2016-01-21 Qualcomm Incorporated Multispectral eye analysis for identity authentication

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102113026B (zh) * 2008-06-02 2014-05-14 先进追踪和寻踪公司 用于识别文档的印版的方法和设备

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
A contactless biometric system using multiple hand features;Michael G K O, Connie T, Teoh A B J;《Journal of Visual Communication & Image Representation》;20120731;第23卷(第7期);第3.1-3.5节，图2、7-8 *
A Physical Model of Human Skin and Its Application for Search and Rescue;Nunez A S;《Dissertations & Theses – Gradworks》;20091230;第2、90-114页，图54、60、64、67-71 *
Combining RGB and ToF cameras for real-time 3D hand gesture interaction;Michael Van den Bergh;《2011 IEEE workshop on Application of Computer Vision》;20110131;全文 *

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Publication number Publication date
CN105393262A (zh) 2016-03-09
WO2015017099A1 (en) 2015-02-05
JP2016528627A (ja) 2016-09-15
KR20160040230A (ko) 2016-04-12
US20150035961A1 (en) 2015-02-05
US9996726B2 (en) 2018-06-12
EP3028217A1 (en) 2016-06-08

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