SG11202106680UA - Method and device for image processing, processor, electronic equipment and storage medium - Google Patents

Method and device for image processing, processor, electronic equipment and storage medium

Info

Publication number
SG11202106680UA
SG11202106680UA SG11202106680UA SG11202106680UA SG11202106680UA SG 11202106680U A SG11202106680U A SG 11202106680UA SG 11202106680U A SG11202106680U A SG 11202106680UA SG 11202106680U A SG11202106680U A SG 11202106680UA SG 11202106680U A SG11202106680U A SG 11202106680UA
Authority
SG
Singapore
Prior art keywords
processor
image processing
storage medium
electronic equipment
electronic
Prior art date
Application number
SG11202106680UA
Other languages
English (en)
Inventor
Hang Chen
Feng Zhu
Original Assignee
Shenzhen Sensetime Technology Co 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 Shenzhen Sensetime Technology Co Ltd filed Critical Shenzhen Sensetime Technology Co Ltd
Publication of SG11202106680UA publication Critical patent/SG11202106680UA/en

Links

Classifications

    • 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
    • G06V10/77—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
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/806—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of extracted features
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/15—Correlation function computation including computation of convolution operations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/253—Fusion techniques of extracted features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • 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
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0635—Risk analysis of enterprise or organisation activities
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/26—Government or public services
    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • 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
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Business, Economics & Management (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Human Resources & Organizations (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Strategic Management (AREA)
  • Economics (AREA)
  • Tourism & Hospitality (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Development Economics (AREA)
  • Educational Administration (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Operations Research (AREA)
  • Game Theory and Decision Science (AREA)
  • Quality & Reliability (AREA)
SG11202106680UA 2019-11-27 2019-12-13 Method and device for image processing, processor, electronic equipment and storage medium SG11202106680UA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201911182723.7A CN110956122B (zh) 2019-11-27 2019-11-27 图像处理方法及装置、处理器、电子设备、存储介质
PCT/CN2019/125297 WO2021103187A1 (zh) 2019-11-27 2019-12-13 图像处理方法及装置、处理器、电子设备、存储介质

Publications (1)

Publication Number Publication Date
SG11202106680UA true SG11202106680UA (en) 2021-07-29

Family

ID=69978585

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202106680UA SG11202106680UA (en) 2019-11-27 2019-12-13 Method and device for image processing, processor, electronic equipment and storage medium

Country Status (7)

Country Link
US (1) US20210312192A1 (ko)
JP (1) JP2022516398A (ko)
KR (1) KR20210075140A (ko)
CN (1) CN110956122B (ko)
SG (1) SG11202106680UA (ko)
TW (1) TWI752466B (ko)
WO (1) WO2021103187A1 (ko)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111639523B (zh) * 2020-04-17 2023-07-07 北京迈格威科技有限公司 目标检测方法、装置、计算机设备和存储介质
CN111652152A (zh) * 2020-06-04 2020-09-11 上海眼控科技股份有限公司 人群密度检测方法、装置、计算机设备和存储介质
CN111652161A (zh) * 2020-06-08 2020-09-11 上海商汤智能科技有限公司 人群过密预测方法、装置、电子设备及存储介质
CN112115900B (zh) * 2020-09-24 2024-04-30 腾讯科技（深圳）有限公司 图像处理方法、装置、设备及存储介质
CN112434607B (zh) * 2020-11-24 2023-05-26 北京奇艺世纪科技有限公司 特征处理方法、装置、电子设备及计算机可读存储介质
CN113887615A (zh) * 2021-09-29 2022-01-04 北京百度网讯科技有限公司 图像处理方法、装置、设备和介质
CN115115554B (zh) * 2022-08-30 2022-11-04 腾讯科技（深圳）有限公司 基于增强图像的图像处理方法、装置和计算机设备
CN117021435B (zh) * 2023-05-12 2024-03-26 浙江闽立电动工具有限公司 修边机的修边控制系统及其方法
CN116363598A (zh) * 2023-05-29 2023-06-30 深圳市捷易科技有限公司 人群拥挤预警方法、装置、电子设备及可读存储介质

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US9940539B2 (en) * 2015-05-08 2018-04-10 Samsung Electronics Co., Ltd. Object recognition apparatus and method
JP6814276B2 (ja) * 2016-03-17 2021-01-13 イメージア サイバーネティックス インコーポレイテッドＩｍａｇｉａ Ｃｙｂｅｒｎｅｔｉｃｓ Ｉｎｃ． 情報不足に対しての堅牢性を有するタスク処理用の方法及びシステム
CN107784654B (zh) * 2016-08-26 2020-09-25 杭州海康威视数字技术股份有限公司 图像分割方法、装置及全卷积网络系统
US20180189641A1 (en) * 2017-01-04 2018-07-05 Stmicroelectronics S.R.L. Hardware accelerator engine
CN108229455B (zh) * 2017-02-23 2020-10-16 北京市商汤科技开发有限公司 物体检测方法、神经网络的训练方法、装置和电子设备
CN106934397B (zh) * 2017-03-13 2020-09-01 北京市商汤科技开发有限公司 图像处理方法、装置及电子设备
US11055580B2 (en) * 2017-06-05 2021-07-06 Siemens Aktiengesellschaft Method and apparatus for analyzing an image
CN107301387A (zh) * 2017-06-16 2017-10-27 华南理工大学 一种基于深度学习的图像高密度人群计数方法
TWI667621B (zh) * 2018-04-09 2019-08-01 和碩聯合科技股份有限公司 人臉辨識方法
CN108681743B (zh) * 2018-04-16 2019-12-06 腾讯科技（深圳）有限公司 图像对象识别方法和装置、存储介质
CN109241895B (zh) * 2018-08-28 2021-06-04 北京航空航天大学 密集人群计数方法及装置
CN109872364B (zh) * 2019-01-28 2022-02-01 腾讯科技（深圳）有限公司 图像区域定位方法、装置、存储介质和医学影像处理设备
CN109858461B (zh) * 2019-02-21 2023-06-16 苏州大学 一种密集人群计数的方法、装置、设备以及存储介质
CN110020606B (zh) * 2019-03-13 2021-03-30 北京工业大学 一种基于多尺度卷积神经网络的人群密度估计方法
CN110135325B (zh) * 2019-05-10 2020-12-08 山东大学 基于尺度自适应网络的人群人数计数方法及系统
CN110245659B (zh) * 2019-05-21 2021-08-13 北京航空航天大学 基于前背景相互关系的图像显著对象分割方法及装置
CN110348537B (zh) * 2019-07-18 2022-11-29 北京市商汤科技开发有限公司 图像处理方法及装置、电子设备和存储介质

Also Published As

Publication number Publication date
TW202121233A (zh) 2021-06-01
WO2021103187A1 (zh) 2021-06-03
CN110956122A (zh) 2020-04-03
CN110956122B (zh) 2022-08-02
TWI752466B (zh) 2022-01-11
US20210312192A1 (en) 2021-10-07
JP2022516398A (ja) 2022-02-28
KR20210075140A (ko) 2021-06-22

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