SG11202012782TA - Three-dimensional human pose information detection method and device and apparatus, electronic device and storage medium - Google Patents

Three-dimensional human pose information detection method and device and apparatus, electronic device and storage medium

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Publication number
SG11202012782TA
SG11202012782TA SG11202012782TA SG11202012782TA SG11202012782TA SG 11202012782T A SG11202012782T A SG 11202012782TA SG 11202012782T A SG11202012782T A SG 11202012782TA SG 11202012782T A SG11202012782T A SG 11202012782TA SG 11202012782T A SG11202012782T A SG 11202012782TA
Authority
SG
Singapore
Prior art keywords
storage medium
detection method
information detection
pose information
electronic device
Prior art date
Application number
SG11202012782TA
Other languages
English (en)
Inventor
Luyang Wang
Yan Chen
Sijie Ren
Original Assignee
Shenzhen Sensetime Technology Co Ltd
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Publication date
Application filed by Shenzhen Sensetime Technology Co Ltd filed Critical Shenzhen Sensetime Technology Co Ltd
Publication of SG11202012782TA publication Critical patent/SG11202012782TA/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/50—Depth or shape recovery
    • G06T7/55—Depth or shape recovery from multiple images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G06T7/75—Determining position or orientation of objects or cameras using feature-based methods involving models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/97—Determining parameters from multiple pictures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/462—Salient features, e.g. scale invariant feature transforms [SIFT]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/64—Three-dimensional objects
    • G06V20/647—Three-dimensional objects by matching two-dimensional images to three-dimensional objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06V40/103—Static body considered as a whole, e.g. static pedestrian or occupant recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Human Computer Interaction (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
SG11202012782TA 2019-01-31 2020-01-14 Three-dimensional human pose information detection method and device and apparatus, electronic device and storage medium SG11202012782TA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201910098332.0A CN109840500B (zh) 2019-01-31 2019-01-31 一种三维人体姿态信息检测方法及装置
PCT/CN2020/071945 WO2020156143A1 (zh) 2019-01-31 2020-01-14 三维人体姿态信息检测方法及装置、电子设备、存储介质

Publications (1)

Publication Number Publication Date
SG11202012782TA true SG11202012782TA (en) 2021-01-28

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SG11202012782TA SG11202012782TA (en) 2019-01-31 2020-01-14 Three-dimensional human pose information detection method and device and apparatus, electronic device and storage medium

Country Status (5)

Country Link
US (1) US20210097717A1 (zh)
JP (1) JP2021527877A (zh)
CN (1) CN109840500B (zh)
SG (1) SG11202012782TA (zh)
WO (1) WO2020156143A1 (zh)

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CN110472481B (zh) * 2019-07-01 2024-01-05 华南师范大学 一种睡姿检测方法、装置及设备
CN112668359A (zh) * 2019-10-15 2021-04-16 富士通株式会社 动作识别方法、动作识别装置和电子设备
CN110807833B (zh) * 2019-11-04 2023-07-25 成都数字天空科技有限公司 一种网状拓扑获得方法、装置、电子设备及存储介质
CN111291718B (zh) * 2020-02-28 2022-06-03 上海商汤智能科技有限公司 行为预测方法及装置、步态识别方法及装置
CN111753747B (zh) * 2020-06-28 2023-11-24 高新兴科技集团股份有限公司 基于单目摄像头和三维姿态估计的剧烈运动检测方法
CN112329723A (zh) * 2020-11-27 2021-02-05 北京邮电大学 一种基于双目相机的多人人体3d骨骼关键点定位方法
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CN109840500A (zh) 2019-06-04
JP2021527877A (ja) 2021-10-14
US20210097717A1 (en) 2021-04-01
CN109840500B (zh) 2021-07-02
WO2020156143A1 (zh) 2020-08-06

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