SG11202004325RA - Method and apparatus for training image generation network, method and apparatus for image processing, electronic device, and medium - Google Patents

Method and apparatus for training image generation network, method and apparatus for image processing, electronic device, and medium

Info

Publication number
SG11202004325RA
SG11202004325RA SG11202004325RA SG11202004325RA SG11202004325RA SG 11202004325R A SG11202004325R A SG 11202004325RA SG 11202004325R A SG11202004325R A SG 11202004325RA SG 11202004325R A SG11202004325R A SG 11202004325RA SG 11202004325R A SG11202004325R A SG 11202004325RA
Authority
SG
Singapore
Prior art keywords
medium
electronic device
generation network
image processing
image generation
Prior art date
Application number
SG11202004325RA
Inventor
Yu Zhang
Dongqing Zou
Sijie Ren
Zhe Jiang
Xiaohao Chen
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 SG11202004325RA publication Critical patent/SG11202004325RA/en

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    • 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
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133Distances to prototypes
    • 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
    • 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
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/46Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/462Salient features, e.g. scale invariant feature transforms [SIFT]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/56Extraction of image or video features relating to colour

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Image Analysis (AREA)
  • Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
  • Image Processing (AREA)
SG11202004325RA 2019-04-30 2019-08-19 Method and apparatus for training image generation network, method and apparatus for image processing, electronic device, and medium SG11202004325RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201910363957.5A CN110322002B (en) 2019-04-30 2019-04-30 Training method and device for image generation network, image processing method and device, and electronic equipment
PCT/CN2019/101457 WO2020220516A1 (en) 2019-04-30 2019-08-19 Image generation network training and image processing methods, apparatus, electronic device and medium

Publications (1)

Publication Number Publication Date
SG11202004325RA true SG11202004325RA (en) 2020-12-30

Family

ID=68113358

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202004325RA SG11202004325RA (en) 2019-04-30 2019-08-19 Method and apparatus for training image generation network, method and apparatus for image processing, electronic device, and medium

Country Status (6)

Country Link
JP (1) JP7026222B2 (en)
KR (1) KR20200128378A (en)
CN (1) CN110322002B (en)
SG (1) SG11202004325RA (en)
TW (1) TWI739151B (en)
WO (1) WO2020220516A1 (en)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111242844B (en) * 2020-01-19 2023-09-22 腾讯科技(深圳)有限公司 Image processing method, device, server and storage medium
CN113139893B (en) * 2020-01-20 2023-10-03 北京达佳互联信息技术有限公司 Image translation model construction method and device and image translation method and device
CN111325693B (en) * 2020-02-24 2022-07-12 西安交通大学 Large-scale panoramic viewpoint synthesis method based on single viewpoint RGB-D image
CN111475618B (en) * 2020-03-31 2023-06-13 百度在线网络技术(北京)有限公司 Method and device for generating information
WO2022099613A1 (en) * 2020-11-13 2022-05-19 华为技术有限公司 Training method for image generation model, and new view angle image generation method and apparatus
CN112884124A (en) * 2021-02-24 2021-06-01 中国工商银行股份有限公司 Neural network training method and device, and image processing method and device
TWI790560B (en) * 2021-03-03 2023-01-21 宏碁股份有限公司 Side by side image detection method and electronic apparatus using the same
CN112927172B (en) * 2021-05-10 2021-08-24 北京市商汤科技开发有限公司 Training method and device of image processing network, electronic equipment and storage medium
CN113311397B (en) * 2021-05-25 2023-03-10 西安电子科技大学 Large array rapid self-adaptive anti-interference method based on convolutional neural network
CN113900608B (en) * 2021-09-07 2024-03-15 北京邮电大学 Method and device for displaying stereoscopic three-dimensional light field, electronic equipment and medium

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI612433B (en) * 2016-11-17 2018-01-21 財團法人工業技術研究院 Ensemble learning prediction aparatus and method, and non-transitory computer-readable storage medium
US10474929B2 (en) * 2017-04-25 2019-11-12 Nec Corporation Cyclic generative adversarial network for unsupervised cross-domain image generation
CN108229494B (en) * 2017-06-16 2020-10-16 北京市商汤科技开发有限公司 Network training method, processing method, device, storage medium and electronic equipment
CN108229526B (en) * 2017-06-16 2020-09-29 北京市商汤科技开发有限公司 Network training method, network training device, image processing method, image processing device, storage medium and electronic equipment
US10578869B2 (en) * 2017-07-24 2020-03-03 Mentor Acquisition One, Llc See-through computer display systems with adjustable zoom cameras
CN108495110B (en) * 2018-01-19 2020-03-17 天津大学 Virtual viewpoint image generation method based on generation type countermeasure network
CN109166144B (en) * 2018-07-20 2021-08-24 中国海洋大学 Image depth estimation method based on generation countermeasure network
CN109191409B (en) * 2018-07-25 2022-05-10 北京市商汤科技开发有限公司 Image processing method, network training method, device, electronic equipment and storage medium
CN109191402B (en) * 2018-09-03 2020-11-03 武汉大学 Image restoration method and system based on confrontation generation neural network
CN109635745A (en) * 2018-12-13 2019-04-16 广东工业大学 A method of Multi-angle human face image is generated based on confrontation network model is generated
CN110163193B (en) * 2019-03-25 2021-08-06 腾讯科技(深圳)有限公司 Image processing method, image processing device, computer-readable storage medium and computer equipment

Also Published As

Publication number Publication date
WO2020220516A1 (en) 2020-11-05
JP2021525401A (en) 2021-09-24
TWI739151B (en) 2021-09-11
CN110322002B (en) 2022-01-04
TW202042176A (en) 2020-11-16
JP7026222B2 (en) 2022-02-25
CN110322002A (en) 2019-10-11
KR20200128378A (en) 2020-11-12

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