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
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/en
Publication of SG10202009757XA publication Critical patent/SG10202009757XA/en

Links

Classifications

    • 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
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G06V40/23—Recognition of whole body movements, e.g. for sport training
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/269—Analysis of motion using gradient-based methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/26—Segmentation 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
    • G06V10/267—Segmentation 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
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10016—Video; Image sequence
    • 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
    • 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
    • G06T2207/30232—Surveillance

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 (en) 2020-10-01 2020-10-27 Video-based human body action recognition method, device, medium and electronic equipment

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 (en)
SG (1) SG10202009757XA (en)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113033523B (en) * 2021-05-25 2021-08-17 杭州雄迈集成电路技术股份有限公司 Method and system for constructing falling judgment model and falling judgment method and system
CN113536939B (en) * 2021-06-18 2023-02-10 西安电子科技大学 Video duplication removing method based on 3D convolutional neural network
CN113505733A (en) * 2021-07-26 2021-10-15 浙江大华技术股份有限公司 Behavior recognition method, behavior recognition device, storage medium and electronic device
CN113821033B (en) * 2021-09-18 2023-06-06 鹏城实验室 Unmanned vehicle path planning method, unmanned vehicle path planning system and terminal
CN114022496B (en) * 2021-09-26 2023-04-07 天翼爱音乐文化科技有限公司 Image processing method, system, device and storage medium
CN113627410B (en) * 2021-10-14 2022-03-18 江苏奥斯汀光电科技股份有限公司 Method for recognizing and retrieving action semantics in video
CN114241354A (en) * 2021-11-19 2022-03-25 上海浦东发展银行股份有限公司 Warehouse personnel behavior identification method and device, computer equipment and storage medium
CN113888538B (en) * 2021-12-06 2022-02-18 成都考拉悠然科技有限公司 Industrial anomaly detection method based on memory block model
KR102615378B1 (en) * 2021-12-16 2023-12-19 숭실대학교 산학협력단 Behavioral recognition-based risk situation detection system and method
CN116563881A (en) * 2022-01-22 2023-08-08 北京眼神智能科技有限公司 Pedestrian action continuous detection and recognition method, device, storage medium and equipment
CN114445711B (en) * 2022-01-29 2023-04-07 北京百度网讯科技有限公司 Image detection method, image detection device, electronic equipment and storage medium
CN114782861A (en) * 2022-03-31 2022-07-22 腾讯科技（深圳）有限公司 Instance partitioning method, related device, and storage medium
CN114926900B (en) * 2022-05-10 2023-06-16 电子科技大学 Human body action on-line detection method with separated front and back
CN114898465A (en) * 2022-05-11 2022-08-12 咪咕文化科技有限公司 Motion boundary detection model, model training method, device and storage medium
CN115376210B (en) * 2022-10-24 2023-03-21 杭州巨岩欣成科技有限公司 Drowning behavior identification method, device, equipment and medium for preventing drowning in swimming pool
CN117953589B (en) * 2024-03-27 2024-07-05 武汉工程大学 Interactive action detection method, system, equipment and medium
CN118351598B (en) * 2024-06-12 2024-08-30 山东浪潮科学研究院有限公司 Gesture motion recognition method, system and storage medium based on GPGPU

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* Cited by examiner, † Cited by third party
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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 (en) * 2018-11-16 2021-07-02 北京市商汤科技开发有限公司 Multi-target tracking method, device, equipment and storage medium
CN109670474B (en) * 2018-12-28 2023-07-25 广东工业大学 Human body posture estimation method, device and equipment based on video
CN110363220B (en) * 2019-06-11 2021-08-20 北京奇艺世纪科技有限公司 Behavior class detection method and device, electronic equipment and computer readable medium
CN111178323B (en) * 2020-01-10 2023-08-29 北京百度网讯科技有限公司 Group behavior recognition method, device, equipment and storage medium based on video
CN111666857B (en) * 2020-05-29 2023-07-04 平安科技（深圳）有限公司 Human behavior recognition method, device and storage medium based on environment semantic understanding

Also Published As

Publication number Publication date
CN112651292A (en) 2021-04-13

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