GB202103715D0 - Imaging processing using machine learning - Google Patents

Imaging processing using machine learning

Info

Publication number
GB202103715D0
GB202103715D0 GBGB2103715.5A GB202103715A GB202103715D0 GB 202103715 D0 GB202103715 D0 GB 202103715D0 GB 202103715 A GB202103715 A GB 202103715A GB 202103715 D0 GB202103715 D0 GB 202103715D0
Authority
GB
United Kingdom
Prior art keywords
machine learning
imaging processing
imaging
processing
learning
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
GBGB2103715.5A
Other versions
GB2604898A (en
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
British Broadcasting Corp
Original Assignee
British Broadcasting Corp
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 British Broadcasting Corp filed Critical British Broadcasting Corp
Priority to GB2103715.5A priority Critical patent/GB2604898A/en
Publication of GB202103715D0 publication Critical patent/GB202103715D0/en
Priority to PCT/GB2022/050680 priority patent/WO2022195285A1/en
Publication of GB2604898A publication Critical patent/GB2604898A/en
Pending legal-status Critical Current

Links

Classifications

    • G06T5/77—
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • 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
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/50—Image enhancement or restoration by the use of more than one image, e.g. averaging, subtraction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/001—Texturing; Colouring; Generation of texture or colour
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
GB2103715.5A 2021-03-17 2021-03-17 Imaging processing using machine learning Pending GB2604898A (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
GB2103715.5A GB2604898A (en) 2021-03-17 2021-03-17 Imaging processing using machine learning
PCT/GB2022/050680 WO2022195285A1 (en) 2021-03-17 2022-03-17 Image processing using machine learning

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB2103715.5A GB2604898A (en) 2021-03-17 2021-03-17 Imaging processing using machine learning

Publications (2)

Publication Number Publication Date
GB202103715D0 true GB202103715D0 (en) 2021-04-28
GB2604898A GB2604898A (en) 2022-09-21

Family

ID=75623164

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2103715.5A Pending GB2604898A (en) 2021-03-17 2021-03-17 Imaging processing using machine learning

Country Status (2)

Country Link
GB (1) GB2604898A (en)
WO (1) WO2022195285A1 (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113538654A (en) * 2021-06-11 2021-10-22 五邑大学 Method, device and computer readable storage medium for generating image of cranial implant
CN114693670A (en) * 2022-04-24 2022-07-01 西京学院 Ultrasonic detection method for weld defects of longitudinal submerged arc welded pipe based on multi-scale U-Net
CN115511767A (en) * 2022-11-07 2022-12-23 中国科学技术大学 Self-supervised learning multi-modal image fusion method and application thereof
CN116563445A (en) * 2023-04-14 2023-08-08 深圳崇德动漫股份有限公司 Cartoon scene rendering method and device based on virtual reality

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113762278B (en) * 2021-09-13 2023-11-17 中冶路桥建设有限公司 Asphalt pavement damage identification method based on target detection
US20230144637A1 (en) * 2021-11-10 2023-05-11 Adobe Inc. Multi-stage attention model for texture synthesis
CN115375601B (en) * 2022-10-25 2023-02-28 四川大学 Decoupling expression traditional Chinese painting generation method based on attention mechanism
CN116029947B (en) * 2023-03-30 2023-06-23 之江实验室 Complex optical image enhancement method, device and medium for severe environment
CN117765378B (en) * 2024-02-22 2024-04-26 成都信息工程大学 Method and device for detecting forbidden articles in complex environment with multi-scale feature fusion

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
VASWANI ET AL.: "Attention is all you need", 31ST CONFERENCE ON NEURAL INFORMATION PROCESSING SYSTEMS, 2017

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113538654A (en) * 2021-06-11 2021-10-22 五邑大学 Method, device and computer readable storage medium for generating image of cranial implant
CN113538654B (en) * 2021-06-11 2024-04-02 五邑大学 Skull implant image generation method, device and computer readable storage medium
CN114693670A (en) * 2022-04-24 2022-07-01 西京学院 Ultrasonic detection method for weld defects of longitudinal submerged arc welded pipe based on multi-scale U-Net
CN115511767A (en) * 2022-11-07 2022-12-23 中国科学技术大学 Self-supervised learning multi-modal image fusion method and application thereof
CN116563445A (en) * 2023-04-14 2023-08-08 深圳崇德动漫股份有限公司 Cartoon scene rendering method and device based on virtual reality
CN116563445B (en) * 2023-04-14 2024-03-19 深圳崇德动漫股份有限公司 Cartoon scene rendering method and device based on virtual reality

Also Published As

Publication number Publication date
GB2604898A (en) 2022-09-21
WO2022195285A1 (en) 2022-09-22

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