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

    • 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)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Multimedia (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (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 (12)

* 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系统、跌倒判断方法及系统
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、系统及终端
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、系统、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
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

Also Published As

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

Similar Documents

Publication Publication Date Title
SG10202009757XA (en) Video-based human action recognition method and apparatus, a medium and an electronic device
SG11202106622XA (en) Image recognition method and apparatus, electronic device and storage medium
SG11202110565RA (en) Face recognition method and apparatus, electronic device, and storage medium
EP3693887A4 (en) APPARATUS AND METHOD FOR RECOGNIZING FINGERPRINTS, AND ELECTRONIC DEVICE
EP3799785A4 (en) BIOMETRIC DETECTION METHOD, FINGERPRINT DETECTION DEVICE, AND ELECTRONIC DEVICE
SG11202006192YA (en) Face recognition method and apparatus, electronic device, and storage medium
EP4206952A4 (en) INTERACTIVE INFORMATION PROCESSING METHOD AND APPARATUS, APPARATUS AND MEDIUM
SG10202009760XA (en) Video-based pose estimation method and apparatus, medium, and electronic device
EP3885969A4 (en) FINGERPRINT RECOGNITION METHOD, FINGERPRINT RECOGNITION DEVICE AND ELECTRONIC DEVICE
EP4273742A4 (en) HANDWRITING RECOGNITION METHOD AND APPARATUS, ELECTRONIC DEVICE AND MEDIUM
EP3920087A4 (en) FINGERPRINT IDENTIFICATION METHOD AND EQUIPMENT AND ELECTRONIC DEVICE
EP3910536A4 (en) FINGERPRINT DETECTION DEVICE AND ELECTRONIC DEVICE
EP4191579A4 (en) ELECTRONIC DEVICE AND ASSOCIATED VOICE RECOGNITION METHOD, AND MEDIUM
EP4191437A4 (en) KNOWLEDGE GRAPHS BASED DATA FUSION METHOD AND APPARATUS AND ELECTRONIC DEVICE
EP4273745A4 (en) GESTURE RECOGNITION METHOD AND APPARATUS, ELECTRONIC DEVICE, READABLE STORAGE MEDIUM AND CHIP
EP3764277A4 (en) FINGERPRINT RECOGNITION METHOD, DEVICE AND ELECTRONIC DEVICE
EP3979129A4 (en) OBJECT RECOGNITION METHOD AND DEVICE, AND ELECTRONIC DEVICE AND STORAGE MEDIA
EP4207648A4 (en) CONNECTION PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM
EP4175307A4 (en) INTERACTION METHOD AND DEVICE AND ELECTRONIC DEVICE
EP4246922A4 (en) SENDING METHOD AND APPARATUS, AND ELECTRONIC DEVICE
EP4266308A4 (en) VOICE EXTRACTION METHOD AND APPARATUS AND ELECTRONIC DEVICE
EP4261710A4 (en) INFORMATION PROVIDING METHOD AND APPARATUS, AND ELECTRONIC DEVICE
EP4184905A4 (en) DEVICE RECOGNITION METHOD AND ASSOCIATED APPARATUS
EP4207786A4 (en) METHOD AND DEVICE FOR PROCESSING MULTIMEDIA DATA AND ELECTRONIC DEVICE
EP4134904A4 (en) IMAGE SPECIAL EFFECT CONFIGURATION METHOD, IMAGE RECOGNITION METHOD, APPARATUS AND ELECTRONIC DEVICE