TWI767950B - 用於偵測事件之方法及設備 - Google Patents

用於偵測事件之方法及設備 Download PDF

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TWI767950B
TWI767950B TW106137559A TW106137559A TWI767950B TW I767950 B TWI767950 B TW I767950B TW 106137559 A TW106137559 A TW 106137559A TW 106137559 A TW106137559 A TW 106137559A TW I767950 B TWI767950 B TW I767950B
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time
event
data set
data rate
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TW106137559A
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TW201840187A (zh
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維克多 艾德帕姆
艾瑞克 安德森
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瑞典商安訊士有限公司
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/215Motion-based segmentation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/146Data rate or code amount at the encoder output
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/246Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • 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
    • G06V40/103Static body considered as a whole, e.g. static pedestrian or occupant recognition
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/136Incoming video signal characteristics or properties
    • H04N19/137Motion inside a coding unit, e.g. average field, frame or block difference
    • H04N19/139Analysis of motion vectors, e.g. their magnitude, direction, variance or reliability
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/136Incoming video signal characteristics or properties
    • H04N19/14Coding unit complexity, e.g. amount of activity or edge presence estimation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/142Detection of scene cut or scene change
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/146Data rate or code amount at the encoder output
    • H04N19/149Data rate or code amount at the encoder output by estimating the code amount by means of a model, e.g. mathematical model or statistical model
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/42Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by implementation details or hardware specially adapted for video compression or decompression, e.g. dedicated software implementation
    • H04N19/423Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by implementation details or hardware specially adapted for video compression or decompression, e.g. dedicated software implementation characterised by memory arrangements
    • H04N19/426Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by implementation details or hardware specially adapted for video compression or decompression, e.g. dedicated software implementation characterised by memory arrangements using memory downsizing methods
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/23Processing of content or additional data; Elementary server operations; Server middleware
    • H04N21/234Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs
    • H04N21/23418Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs involving operations for analysing video streams, e.g. detecting features or characteristics
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/23Processing of content or additional data; Elementary server operations; Server middleware
    • H04N21/236Assembling of a multiplex stream, e.g. transport stream, by combining a video stream with other content or additional data, e.g. inserting a URL [Uniform Resource Locator] into a video stream, multiplexing software data into a video stream; Remultiplexing of multiplex streams; Insertion of stuffing bits into the multiplex stream, e.g. to obtain a constant bit-rate; Assembling of a packetised elementary stream
    • H04N21/2368Multiplexing of audio and video streams
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00Details of television systems
    • H04N5/14Picture signal circuitry for video frequency region
    • H04N5/147Scene change detection
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • 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
    • G06T2207/20021Dividing image into blocks, subimages or windows
    • 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
    • G06T2207/30232Surveillance
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/44Event detection
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/52Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G06V20/53Recognition of crowd images, e.g. recognition of crowd congestion
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N5/00Details of television systems
    • H04N5/14Picture signal circuitry for video frequency region

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Algebra (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
  • Studio Devices (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
  • Holo Graphy (AREA)
TW106137559A 2016-12-21 2017-10-31 用於偵測事件之方法及設備 TWI767950B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP16205867.1A EP3340105A1 (en) 2016-12-21 2016-12-21 Method for and apparatus for detecting events
??16205867.1 2016-12-21
EP16205867.1 2016-12-21

Publications (2)

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TW201840187A TW201840187A (zh) 2018-11-01
TWI767950B true TWI767950B (zh) 2022-06-21

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US (1) US11055856B2 (enExample)
EP (1) EP3340105A1 (enExample)
JP (1) JP7036579B2 (enExample)
KR (1) KR102386804B1 (enExample)
CN (1) CN108235017B (enExample)
TW (1) TWI767950B (enExample)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109522451B (zh) * 2018-12-13 2024-02-27 连尚(新昌)网络科技有限公司 重复视频检测方法和装置
US10904637B2 (en) * 2018-12-17 2021-01-26 Qualcomm Incorporated Embedded rendering engine for media data
US10867201B2 (en) * 2019-01-15 2020-12-15 Waymo Llc Detecting sensor occlusion with compressed image data
CN111105581B (zh) * 2019-12-20 2022-03-15 上海寒武纪信息科技有限公司 智能预警方法及相关产品
GB202412714D0 (en) * 2024-08-30 2024-10-16 Sony Interactive Entertainment Inc Apparatus and method of video tracking

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130300940A1 (en) * 2011-01-21 2013-11-14 Peter Amon Method for processing a compressed video stream
US20150235379A1 (en) * 2012-11-06 2015-08-20 Alcatel-Lucent System and method for processing visual information for event detection

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0491589A (ja) 1990-08-06 1992-03-25 Sharp Corp 移動物体検知装置
JP3206386B2 (ja) * 1994-12-29 2001-09-10 日本ビクター株式会社 ビデオ記録装置
JPH10197543A (ja) 1997-01-10 1998-07-31 Nippon Telegr & Teleph Corp <Ntt> 時系列画像動き計測方法および装置
US6574279B1 (en) * 2000-02-02 2003-06-03 Mitsubishi Electric Research Laboratories, Inc. Video transcoding using syntactic and semantic clues
US7006666B2 (en) * 2001-11-21 2006-02-28 Etreppid Technologies, Llc Method and apparatus for detecting and reacting to occurrence of an event
US20030108334A1 (en) * 2001-12-06 2003-06-12 Koninklijke Philips Elecronics N.V. Adaptive environment system and method of providing an adaptive environment
JP2004032551A (ja) 2002-06-27 2004-01-29 Seiko Epson Corp 画像処理方法、画像処理装置及びプロジェクタ
ATE364299T1 (de) * 2002-07-05 2007-06-15 Agent Video Intelligence Ltd Verfahren und system zur effektiven ereigniserkennung in einer grossen anzahl simultaner bildfolgen
KR100838816B1 (ko) * 2002-08-24 2008-06-17 엘지전자 주식회사 동영상 검색 방법
JP3981391B2 (ja) 2003-10-21 2007-09-26 松下電器産業株式会社 監視装置
JP4232114B2 (ja) 2006-02-17 2009-03-04 ソニー株式会社 データ処理装置およびデータ処理方法、並びにプログラム
JP2008131611A (ja) * 2006-11-27 2008-06-05 Victor Co Of Japan Ltd 監視装置、監視画像の記録方法、監視画像の送信方法、監視画像の記録制御プログラム、及び監視画像の送信制御プログラム
KR20080073844A (ko) * 2007-02-07 2008-08-12 주식회사 엠아이비전 통계적인 기법을 적용한 영상 검색 방법
US8094713B2 (en) * 2007-07-16 2012-01-10 Telchemy, Inc. Method and system for viewer quality estimation of packet video streams
CN102582664A (zh) 2007-10-26 2012-07-18 松下电器产业株式会社 拥塞推定装置
JP2009118332A (ja) * 2007-11-08 2009-05-28 Nippon Hoso Kyokai <Nhk> トリガ信号発生装置
JP4982472B2 (ja) 2008-12-15 2012-07-25 日本電信電話株式会社 映像監視システム、映像監視方法および映像監視プログラム
EP2407943B1 (en) * 2010-07-16 2016-09-28 Axis AB Method for event initiated video capturing and a video camera for capture event initiated video
CN102136195B (zh) 2011-03-28 2013-05-01 长安大学 一种基于图像纹理检测道路交通状况的方法
CN102395030B (zh) 2011-11-18 2014-05-07 杭州海康威视数字技术股份有限公司 基于视频压缩码流的运动分析方法、码流转换方法及其装置
JP6421422B2 (ja) * 2014-03-05 2018-11-14 日本電気株式会社 映像解析装置、監視装置、監視システムおよび映像解析方法

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130300940A1 (en) * 2011-01-21 2013-11-14 Peter Amon Method for processing a compressed video stream
US20150235379A1 (en) * 2012-11-06 2015-08-20 Alcatel-Lucent System and method for processing visual information for event detection

Also Published As

Publication number Publication date
CN108235017B (zh) 2022-12-30
KR20180072547A (ko) 2018-06-29
EP3340105A1 (en) 2018-06-27
TW201840187A (zh) 2018-11-01
JP7036579B2 (ja) 2022-03-15
US20180174306A1 (en) 2018-06-21
CN108235017A (zh) 2018-06-29
JP2018125846A (ja) 2018-08-09
KR102386804B1 (ko) 2022-04-14
US11055856B2 (en) 2021-07-06

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