SG10202009757XA - Video-based human action recognition method and apparatus, a medium and an electronic device - Google Patents

Video-based human action recognition method and apparatus, a medium and an electronic device

Info

Publication number
SG10202009757XA
SG10202009757XA SG10202009757XA SG10202009757XA SG10202009757XA SG 10202009757X A SG10202009757X A SG 10202009757XA SG 10202009757X A SG10202009757X A SG 10202009757XA SG 10202009757X A SG10202009757X A SG 10202009757XA SG 10202009757X A SG10202009757X A SG 10202009757XA
Authority
SG
Singapore
Prior art keywords
video
medium
electronic device
recognition method
action recognition
Prior art date
Application number
SG10202009757XA
Other languages
English (en)
Inventor
Li Yuan
Yunpeng Chen
Yicheng Zhou
Ziyuan Huang
Jiashi Feng
Original Assignee
Yitu Pte 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 Yitu Pte Ltd filed Critical Yitu Pte Ltd
Priority to SG10202009757XA priority Critical patent/SG10202009757XA/en
Priority to CN202011177856.8A priority patent/CN112651292A/zh
Publication of SG10202009757XA publication Critical patent/SG10202009757XA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20Movements or behaviour, e.g. gesture recognition
    • G06V40/23Recognition of whole body movements, e.g. for sport training
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/048Activation functions
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/084Backpropagation, e.g. using gradient descent
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/269Analysis of motion using gradient-based methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/26Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • G06V10/267Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10016Video; Image sequence
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR 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
    • G06T2207/30196Human being; Person
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Multimedia (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Psychiatry (AREA)
  • Social Psychology (AREA)
  • Human Computer Interaction (AREA)
  • Image Analysis (AREA)
SG10202009757XA 2020-10-01 2020-10-01 Video-based human action recognition method and apparatus, a medium and an electronic device SG10202009757XA (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
SG10202009757XA SG10202009757XA (en) 2020-10-01 2020-10-01 Video-based human action recognition method and apparatus, a medium and an electronic device
CN202011177856.8A CN112651292A (zh) 2020-10-01 2020-10-27 基于视频的人体动作识别方法、装置、介质及电子设备

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SG10202009757XA SG10202009757XA (en) 2020-10-01 2020-10-01 Video-based human action recognition method and apparatus, a medium and an electronic device

Publications (1)

Publication Number Publication Date
SG10202009757XA true SG10202009757XA (en) 2021-04-29

Family

ID=75346878

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10202009757XA SG10202009757XA (en) 2020-10-01 2020-10-01 Video-based human action recognition method and apparatus, a medium and an electronic device

Country Status (2)

Country Link
CN (1) CN112651292A (zh)
SG (1) SG10202009757XA (zh)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113033523B (zh) * 2021-05-25 2021-08-17 杭州雄迈集成电路技术股份有限公司 跌倒判断模型的构建方法及***、跌倒判断方法及***
CN113536939B (zh) * 2021-06-18 2023-02-10 西安电子科技大学 一种基于3d卷积神经网络的视频去重方法
CN113505733A (zh) * 2021-07-26 2021-10-15 浙江大华技术股份有限公司 行为识别方法、装置、存储介质及电子装置
CN113821033B (zh) * 2021-09-18 2023-06-06 鹏城实验室 一种无人车路径规划方法、***及终端
CN114022496B (zh) * 2021-09-26 2023-04-07 天翼爱音乐文化科技有限公司 图像处理方法、***、装置及存储介质
CN113627410B (zh) * 2021-10-14 2022-03-18 江苏奥斯汀光电科技股份有限公司 一种视频中动作语义识别检索的方法
CN113888538B (zh) * 2021-12-06 2022-02-18 成都考拉悠然科技有限公司 一种基于内存分块模型的工业异常检测方法
KR102615378B1 (ko) * 2021-12-16 2023-12-19 숭실대학교 산학협력단 행동인식 기반 위험 상황 감지 시스템 및 방법
CN116563881A (zh) * 2022-01-22 2023-08-08 北京眼神智能科技有限公司 行人动作连续检测识别方法、装置、存储介质及设备
CN114445711B (zh) * 2022-01-29 2023-04-07 北京百度网讯科技有限公司 图像检测方法、装置、电子设备和存储介质
CN114782861A (zh) * 2022-03-31 2022-07-22 腾讯科技(深圳)有限公司 实例分割方法、相关设备和存储介质
CN114926900B (zh) * 2022-05-10 2023-06-16 电子科技大学 一种前背景分离的人体动作在线检测方法
CN115376210B (zh) * 2022-10-24 2023-03-21 杭州巨岩欣成科技有限公司 泳池防溺水的溺水行为识别方法、装置、设备及介质
CN117953589B (zh) * 2024-03-27 2024-07-05 武汉工程大学 一种交互动作检测方法、***、设备及介质

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10417501B2 (en) * 2017-12-06 2019-09-17 International Business Machines Corporation Object recognition in video
US10572723B2 (en) * 2017-12-07 2020-02-25 Futurewei Technologies, Inc. Activity detection by joint human and object detection and tracking
CN109522843B (zh) * 2018-11-16 2021-07-02 北京市商汤科技开发有限公司 一种多目标跟踪方法及装置、设备和存储介质
CN109670474B (zh) * 2018-12-28 2023-07-25 广东工业大学 一种基于视频的人体姿态估计方法、装置及设备
CN110363220B (zh) * 2019-06-11 2021-08-20 北京奇艺世纪科技有限公司 行为类别检测方法、装置、电子设备和计算机可读介质
CN111178323B (zh) * 2020-01-10 2023-08-29 北京百度网讯科技有限公司 基于视频的群体行为识别方法、装置、设备及存储介质
CN111666857B (zh) * 2020-05-29 2023-07-04 平安科技(深圳)有限公司 基于环境语义理解的人体行为识别方法、装置及存储介质

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