JP4677046B2 - 多次元ブースト回帰を経た外観及び動作を使用する高速人間姿勢推定 - Google Patents

多次元ブースト回帰を経た外観及び動作を使用する高速人間姿勢推定 Download PDF

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JP4677046B2
JP4677046B2 JP2009540439A JP2009540439A JP4677046B2 JP 4677046 B2 JP4677046 B2 JP 4677046B2 JP 2009540439 A JP2009540439 A JP 2009540439A JP 2009540439 A JP2009540439 A JP 2009540439A JP 4677046 B2 JP4677046 B2 JP 4677046B2
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image sequence
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ヤン、ミン‐シュエン
ビッサコ、アレッサンドロ
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    • 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
    • G06V10/77—Processing 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
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06V10/7747—Organisation of the process, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06F18/2148—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the process organisation or structure, e.g. boosting cascade
    • 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
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G06V40/23—Recognition of whole body movements, e.g. for sport training

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Social Psychology (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Psychiatry (AREA)
  • Software Systems (AREA)
  • Human Computer Interaction (AREA)
  • Databases & Information Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
JP2009540439A 2006-12-06 2007-12-05 多次元ブースト回帰を経た外観及び動作を使用する高速人間姿勢推定 Expired - Fee Related JP4677046B2 (ja)

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Application Number Priority Date Filing Date Title
US86883006P 2006-12-06 2006-12-06
PCT/US2007/086458 WO2008070701A2 (en) 2006-12-06 2007-12-05 Fast human pose estimation using appearance and motion via multi-dimensional boosting regression

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JP2010512581A JP2010512581A (ja) 2010-04-22
JP2010512581A5 JP2010512581A5 (enExample) 2011-01-20
JP4677046B2 true JP4677046B2 (ja) 2011-04-27

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US (1) US7778446B2 (enExample)
JP (1) JP4677046B2 (enExample)
WO (1) WO2008070701A2 (enExample)

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CN105631861B (zh) * 2015-12-21 2019-10-01 浙江大学 结合高度图从无标记单目图像中恢复三维人体姿态的方法
CN105975923B (zh) * 2016-05-03 2020-02-21 湖南拓视觉信息技术有限公司 用于跟踪人体对象的方法和系统
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WO2008070701A2 (en) 2008-06-12
US20080137956A1 (en) 2008-06-12
JP2010512581A (ja) 2010-04-22
US7778446B2 (en) 2010-08-17
WO2008070701A3 (en) 2008-10-23

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