SG11202008272RA - Video feature extraction method and device - Google Patents

Video feature extraction method and device

Info

Publication number
SG11202008272RA
SG11202008272RA SG11202008272RA SG11202008272RA SG11202008272RA SG 11202008272R A SG11202008272R A SG 11202008272RA SG 11202008272R A SG11202008272R A SG 11202008272RA SG 11202008272R A SG11202008272R A SG 11202008272RA SG 11202008272R A SG11202008272R A SG 11202008272RA
Authority
SG
Singapore
Prior art keywords
feature extraction
extraction method
video feature
video
feature
Prior art date
Application number
SG11202008272RA
Inventor
Yi He
Lei Li
Cheng Yang
Gen Li
Yitan Li
Original Assignee
Beijing Bytedance Network Technology Co 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 Beijing Bytedance Network Technology Co Ltd filed Critical Beijing Bytedance Network Technology Co Ltd
Publication of SG11202008272RA publication Critical patent/SG11202008272RA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2411Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/28Quantising the image, e.g. histogram thresholding for discrimination between background and foreground patterns
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/50Extraction of image or video features by performing operations within image blocks; by using histograms, e.g. histogram of oriented gradients [HoG]; by summing image-intensity values; Projection analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR 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
    • G06V10/74Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75Organisation 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
    • G06V10/751Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/41Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/46Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Image Analysis (AREA)
SG11202008272RA 2018-03-29 2018-12-29 Video feature extraction method and device SG11202008272RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810271774.6A CN110321759B (en) 2018-03-29 2018-03-29 Video feature extraction method and device
PCT/CN2018/125496 WO2019184520A1 (en) 2018-03-29 2018-12-29 Video feature extraction method and device

Publications (1)

Publication Number Publication Date
SG11202008272RA true SG11202008272RA (en) 2020-09-29

Family

ID=68062443

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202008272RA SG11202008272RA (en) 2018-03-29 2018-12-29 Video feature extraction method and device

Country Status (5)

Country Link
US (1) US11455802B2 (en)
JP (1) JP6982194B2 (en)
CN (1) CN110321759B (en)
SG (1) SG11202008272RA (en)
WO (1) WO2019184520A1 (en)

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* Cited by examiner, † Cited by third party
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CN110807769B (en) * 2019-10-30 2021-12-14 腾讯科技(深圳)有限公司 Image display control method and device
CN111369472B (en) * 2020-03-12 2021-04-23 北京字节跳动网络技术有限公司 Image defogging method and device, electronic equipment and medium
CN115714882A (en) * 2022-11-24 2023-02-24 北京香哈网络股份有限公司 Video duration optimization processing method and system

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CN106295605A (en) * 2016-08-18 2017-01-04 宁波傲视智绘光电科技有限公司 Traffic lights detection and recognition methods
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CN107169415B (en) * 2017-04-13 2019-10-11 西安电子科技大学 Human motion recognition method based on convolutional neural networks feature coding
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CN107247949B (en) 2017-08-02 2020-06-19 智慧眼科技股份有限公司 Face recognition method and device based on deep learning and electronic equipment
CN107491748B (en) * 2017-08-09 2018-10-02 电子科技大学 A kind of target vehicle extracting method based on video
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CN110324660B (en) * 2018-03-29 2021-01-19 北京字节跳动网络技术有限公司 Method and device for judging repeated video
US20200258616A1 (en) * 2019-02-07 2020-08-13 The Regents Of The University Of Michigan Automated identification and grading of intraoperative quality

Also Published As

Publication number Publication date
US11455802B2 (en) 2022-09-27
JP2021504855A (en) 2021-02-15
WO2019184520A1 (en) 2019-10-03
CN110321759B (en) 2020-07-07
JP6982194B2 (en) 2021-12-17
CN110321759A (en) 2019-10-11
US20210089785A1 (en) 2021-03-25

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