SG11202009173YA - Image processing method and apparatus, computer device, and computer storage medium - Google Patents

Image processing method and apparatus, computer device, and computer storage medium

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Publication number
SG11202009173YA
SG11202009173YA SG11202009173YA SG11202009173YA SG11202009173YA SG 11202009173Y A SG11202009173Y A SG 11202009173YA SG 11202009173Y A SG11202009173Y A SG 11202009173YA SG 11202009173Y A SG11202009173Y A SG 11202009173YA SG 11202009173Y A SG11202009173Y A SG 11202009173YA
Authority
SG
Singapore
Prior art keywords
image processing
storage medium
processing method
computer
computer device
Prior art date
Application number
SG11202009173YA
Other languages
English (en)
Inventor
Xingang Pan
Jianping Shi
Ping Luo
Xiaoou Tang
Original Assignee
Beijing Sensetime Technology Development 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 Beijing Sensetime Technology Development Co Ltd filed Critical Beijing Sensetime Technology Development Co Ltd
Publication of SG11202009173YA publication Critical patent/SG11202009173YA/en

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Classifications

    • 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
    • G06F18/211—Selection of the most significant subset of 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
    • 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
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • 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
    • 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
    • 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
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Image Analysis (AREA)
SG11202009173YA 2018-05-23 2019-03-07 Image processing method and apparatus, computer device, and computer storage medium SG11202009173YA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810500185.0A CN108875787B (zh) 2018-05-23 2018-05-23 一种图像识别方法及装置、计算机设备和存储介质
PCT/CN2019/077341 WO2019223397A1 (zh) 2018-05-23 2019-03-07 图像处理方法、装置、计算机设备和计算机存储介质

Publications (1)

Publication Number Publication Date
SG11202009173YA true SG11202009173YA (en) 2020-10-29

Family

ID=64333566

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202009173YA SG11202009173YA (en) 2018-05-23 2019-03-07 Image processing method and apparatus, computer device, and computer storage medium

Country Status (5)

Country Link
US (1) US11080569B2 (zh)
JP (1) JP6930039B2 (zh)
CN (1) CN108875787B (zh)
SG (1) SG11202009173YA (zh)
WO (1) WO2019223397A1 (zh)

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KR102200496B1 (ko) * 2018-12-06 2021-01-08 주식회사 엘지씨엔에스 딥러닝을 이용한 이미지 인식 방법 및 서버
CN109671063B (zh) * 2018-12-11 2020-08-18 西安交通大学 一种基于深度网络特征间重要性的图像质量评估方法
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CN109886392B (zh) * 2019-02-25 2021-04-27 深圳市商汤科技有限公司 数据处理方法和装置、电子设备和存储介质
CN109883990B (zh) * 2019-02-28 2021-07-06 吉林大学 一种药用真菌近红外光谱分析方法
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KR102046113B1 (ko) * 2019-03-19 2019-11-18 주식회사 루닛 신경망 학습 방법 및 그 장치
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CN110348543B (zh) * 2019-06-10 2023-01-06 腾讯医疗健康(深圳)有限公司 眼底图像识别方法、装置、计算机设备及存储介质
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WO2020258491A1 (zh) * 2019-06-28 2020-12-30 平安科技（深圳）有限公司 通用字符识别方法、装置、计算机设备和存储介质
CN110533031A (zh) * 2019-08-21 2019-12-03 成都电科慧安科技有限公司 一种目标检测识别与定位的方法
CN110781948A (zh) * 2019-10-22 2020-02-11 北京市商汤科技开发有限公司 图像处理方法、装置、设备及存储介质
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Publication number Publication date
CN108875787A (zh) 2018-11-23
US20210034913A1 (en) 2021-02-04
JP2021509994A (ja) 2021-04-08
WO2019223397A1 (zh) 2019-11-28
CN108875787B (zh) 2020-07-14
US11080569B2 (en) 2021-08-03
JP6930039B2 (ja) 2021-09-01

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