AU2013213659B2 - Method and system for using fingerprints to track moving objects in video - Google Patents

Method and system for using fingerprints to track moving objects in video Download PDF

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Publication number
AU2013213659B2
AU2013213659B2 AU2013213659A AU2013213659A AU2013213659B2 AU 2013213659 B2 AU2013213659 B2 AU 2013213659B2 AU 2013213659 A AU2013213659 A AU 2013213659A AU 2013213659 A AU2013213659 A AU 2013213659A AU 2013213659 B2 AU2013213659 B2 AU 2013213659B2
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segments
segment
image
master
motion
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AU2013213659A
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AU2013213659A1 (en
Inventor
Kyungnam Kim
Terrell Nathan Mundhenk
Yuri Owechko
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Boeing Co
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Boeing Co
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/40—Scenes; Scene-specific elements in video content
    • G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00—General purpose image data processing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/215—Motion-based segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/246—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • G06T7/251—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments involving models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/254—Analysis of motion involving subtraction of images
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/387—Composing, repositioning or otherwise geometrically modifying originals
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10048—Infrared image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10132—Ultrasound image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/758—Involving statistics of pixels or of feature values, e.g. histogram matching

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Image Analysis (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Studio Devices (AREA)
AU2013213659A 2012-09-28 2013-08-06 Method and system for using fingerprints to track moving objects in video Active AU2013213659B2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US13/631,726 US8811670B2 (en) 2012-09-28 2012-09-28 Method and system for using fingerprints to track moving objects in video
US13/631,726 2012-09-28

Publications (2)

Publication Number Publication Date
AU2013213659A1 AU2013213659A1 (en) 2014-04-17
AU2013213659B2 true AU2013213659B2 (en) 2018-06-07

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AU2013213659A Active AU2013213659B2 (en) 2012-09-28 2013-08-06 Method and system for using fingerprints to track moving objects in video

Country Status (8)

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US (1) US8811670B2 (cg-RX-API-DMAC7.html)
EP (1) EP2713308B1 (cg-RX-API-DMAC7.html)
JP (1) JP6650657B2 (cg-RX-API-DMAC7.html)
KR (1) KR102069390B1 (cg-RX-API-DMAC7.html)
CN (1) CN103716687B (cg-RX-API-DMAC7.html)
AU (1) AU2013213659B2 (cg-RX-API-DMAC7.html)
BR (1) BR102013024785B1 (cg-RX-API-DMAC7.html)
RU (1) RU2013143669A (cg-RX-API-DMAC7.html)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9036910B1 (en) 2012-09-28 2015-05-19 The Boeing Company Method and system for processing a sequence of images using fingerprints
US9429425B2 (en) 2013-03-05 2016-08-30 Here Global B.V. Aerial image collection
JP6278752B2 (ja) * 2014-03-05 2018-02-14 株式会社キーエンス 形状検査装置及び形状検査方法
US9639807B2 (en) * 2014-06-10 2017-05-02 Jose Oriol Lopez Berengueres Method and system for forecasting future events
US9791541B2 (en) 2014-12-19 2017-10-17 The Boeing Company System and method to improve object tracking using multiple tracking systems
US9940726B2 (en) 2014-12-19 2018-04-10 The Boeing Company System and method to improve object tracking using tracking fingerprints
DE102015002923B4 (de) * 2015-03-06 2023-01-12 Mekra Lang Gmbh & Co. Kg Anzeigeeinrichtung für ein Fahrzeug insbesondere Nutzfahrzeug
US9483839B1 (en) 2015-05-06 2016-11-01 The Boeing Company Occlusion-robust visual object fingerprinting using fusion of multiple sub-region signatures
KR102334767B1 (ko) * 2015-07-23 2021-12-02 한화테크윈 주식회사 네트워크 카메라 제어 장치 및 방법
US9495763B1 (en) 2015-09-28 2016-11-15 International Business Machines Corporation Discovering object pathways in a camera network
US10679355B2 (en) 2017-05-02 2020-06-09 Hrl Laboratories, Llc System and method for detecting moving obstacles based on sensory prediction from ego-motion
US10460156B2 (en) 2018-03-06 2019-10-29 Sony Corporation Automated tracking and retaining of an articulated object in a sequence of image frames
CN109214315A (zh) * 2018-08-21 2019-01-15 北京深瞐科技有限公司 人车跨镜头追踪方法及装置
EP3935581A4 (en) 2019-03-04 2022-11-30 Iocurrents, Inc. DATA COMPRESSION AND COMMUNICATION USING MACHINE LEARNING
US11734907B2 (en) * 2020-04-24 2023-08-22 Humanising Autonomy Limited Tracking vulnerable road users across image frames using fingerprints obtained from image analysis
US11430221B2 (en) * 2020-09-11 2022-08-30 Sensormatic Electronics, LLC Enhancing detection of occluded objects in a multiple object detection system
US11983883B2 (en) 2020-12-15 2024-05-14 The Boeing Company Intensity-based image modification for computer vision
US12086970B2 (en) 2020-12-17 2024-09-10 The Boeing Company Intensity thresholding-based image modification for computer vision
CN113891012B (zh) * 2021-09-17 2024-05-28 天津极豪科技有限公司 一种图像处理方法、装置、设备以及存储介质

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030219146A1 (en) * 2002-05-23 2003-11-27 Jepson Allan D. Visual motion analysis method for detecting arbitrary numbers of moving objects in image sequences
WO2012065184A2 (en) * 2010-11-12 2012-05-18 Nextnav, Llc Wide area positioning system

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000222584A (ja) * 1999-01-29 2000-08-11 Toshiba Corp 映像情報記述方法、映像検索方法及び映像検索装置
US7886365B2 (en) * 2002-06-11 2011-02-08 Panasonic Corporation Content-log analyzing system and data-communication controlling device
AU2005328364A1 (en) * 2004-06-01 2006-09-08 Lumidigm, Inc. Multispectral imaging biometrics
JP4768544B2 (ja) * 2006-08-10 2011-09-07 株式会社東芝 目標検出追随装置
KR101763132B1 (ko) * 2008-08-19 2017-07-31 디지맥 코포레이션 콘텐트 처리를 위한 방법들 및 시스템들
GB0818561D0 (en) * 2008-10-09 2008-11-19 Isis Innovation Visual tracking of objects in images, and segmentation of images
JP5103665B2 (ja) * 2008-10-24 2012-12-19 国立大学法人広島大学 物体追跡装置および物体追跡方法
JP4715909B2 (ja) * 2008-12-04 2011-07-06 ソニー株式会社 画像処理装置及び方法、画像処理システム、並びに、画像処理プログラム
JP5214533B2 (ja) * 2009-05-21 2013-06-19 富士フイルム株式会社 人物追跡方法、人物追跡装置および人物追跡プログラム
US8116527B2 (en) * 2009-10-07 2012-02-14 The United States Of America As Represented By The Secretary Of The Army Using video-based imagery for automated detection, tracking, and counting of moving objects, in particular those objects having image characteristics similar to background
US8731239B2 (en) * 2009-12-09 2014-05-20 Disney Enterprises, Inc. Systems and methods for tracking objects under occlusion
US8620026B2 (en) * 2011-04-13 2013-12-31 International Business Machines Corporation Video-based detection of multiple object types under varying poses
US8498448B2 (en) * 2011-07-15 2013-07-30 International Business Machines Corporation Multi-view object detection using appearance model transfer from similar scenes

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030219146A1 (en) * 2002-05-23 2003-11-27 Jepson Allan D. Visual motion analysis method for detecting arbitrary numbers of moving objects in image sequences
WO2012065184A2 (en) * 2010-11-12 2012-05-18 Nextnav, Llc Wide area positioning system

Also Published As

Publication number Publication date
BR102013024785A2 (pt) 2015-09-15
CN103716687A (zh) 2014-04-09
EP2713308A2 (en) 2014-04-02
JP6650657B2 (ja) 2020-02-19
KR20140043023A (ko) 2014-04-08
EP2713308B1 (en) 2021-11-03
CN103716687B (zh) 2019-01-08
US20140093127A1 (en) 2014-04-03
KR102069390B1 (ko) 2020-01-23
BR102013024785B1 (pt) 2021-04-06
US8811670B2 (en) 2014-08-19
EP2713308A3 (en) 2015-08-05
JP2014071902A (ja) 2014-04-21
RU2013143669A (ru) 2015-04-10
AU2013213659A1 (en) 2014-04-17

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