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GB2622238B - A method and device for personalised image segmentation and processing - Google Patents

A method and device for personalised image segmentation and processing Download PDF

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Publication number
GB2622238B
GB2622238B GB2213082.7A GB202213082A GB2622238B GB 2622238 B GB2622238 B GB 2622238B GB 202213082 A GB202213082 A GB 202213082A GB 2622238 B GB2622238 B GB 2622238B
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United Kingdom
Prior art keywords
processing
image segmentation
personalised image
personalised
segmentation
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.)
Active
Application number
GB2213082.7A
Other versions
GB2622238A (en
GB202213082D0 (en
Inventor
Ozay Mete
Michieli Umberto
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.)
Samsung Electronics Co Ltd
Original Assignee
Samsung Electronics 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 Samsung Electronics Co Ltd filed Critical Samsung Electronics Co Ltd
Priority to GB2213082.7A priority Critical patent/GB2622238B/en
Publication of GB202213082D0 publication Critical patent/GB202213082D0/en
Priority to PCT/KR2023/010242 priority patent/WO2024053846A1/en
Publication of GB2622238A publication Critical patent/GB2622238A/en
Application granted granted Critical
Publication of GB2622238B publication Critical patent/GB2622238B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/30—Scenes; Scene-specific elements in albums, collections or shared content, e.g. social network photos or video
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/778—Active pattern-learning, e.g. online learning of image or video features
    • G06V10/7784—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors
    • G06V10/7788—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors the supervisor being a human, e.g. interactive learning with a human teacher

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Image Analysis (AREA)
GB2213082.7A 2022-09-07 2022-09-07 A method and device for personalised image segmentation and processing Active GB2622238B (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
GB2213082.7A GB2622238B (en) 2022-09-07 2022-09-07 A method and device for personalised image segmentation and processing
PCT/KR2023/010242 WO2024053846A1 (en) 2022-09-07 2023-07-18 A method and device for personalised image segmentation and processing

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB2213082.7A GB2622238B (en) 2022-09-07 2022-09-07 A method and device for personalised image segmentation and processing

Publications (3)

Publication Number Publication Date
GB202213082D0 GB202213082D0 (en) 2022-10-19
GB2622238A GB2622238A (en) 2024-03-13
GB2622238B true GB2622238B (en) 2024-09-25

Family

ID=83933301

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2213082.7A Active GB2622238B (en) 2022-09-07 2022-09-07 A method and device for personalised image segmentation and processing

Country Status (1)

Country Link
GB (1) GB2622238B (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115861218A (en) * 2022-11-28 2023-03-28 天翼云科技有限公司 A road damage detection method based on image processing
CN115937634A (en) * 2022-12-15 2023-04-07 浙江大学 Classification method and device based on Transformer-based dynamic sparsification combined with prototype
CN116310523A (en) * 2023-03-02 2023-06-23 中国人民解放军战略支援部队信息工程大学 Grading method and system for the relationship between lumbar disc herniation and nerve root compression based on visual Transformer
CN116910233B (en) * 2023-06-27 2025-04-04 西北工业大学 A Text Summarization Assisted Generation Method Based on Contrastive Learning
CN117726808B (en) * 2023-09-21 2025-05-30 书行科技(北京)有限公司 A model generation method, image processing method and related equipment
GB202314950D0 (en) * 2023-09-29 2023-11-15 Samsung Electronics Co Ltd Method and apparatus

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170316256A1 (en) * 2016-04-29 2017-11-02 Google Inc. Automatic animation triggering from video
US10777228B1 (en) * 2018-03-22 2020-09-15 Gopro, Inc. Systems and methods for creating video edits
CN111832570A (en) * 2020-07-02 2020-10-27 北京工业大学 An image semantic segmentation model training method and system
CN112381831A (en) * 2020-11-26 2021-02-19 南开大学 Personalized image segmentation method and system based on semantic assistance between images
WO2021103731A1 (en) * 2019-11-26 2021-06-03 华为技术有限公司 Semantic segmentation method, and model training method and apparatus
CN114821053A (en) * 2022-04-26 2022-07-29 中科领航智能科技(苏州)有限公司 Image semi-supervised semantic segmentation method based on conservative aggressive collaborative learning

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170316256A1 (en) * 2016-04-29 2017-11-02 Google Inc. Automatic animation triggering from video
US10777228B1 (en) * 2018-03-22 2020-09-15 Gopro, Inc. Systems and methods for creating video edits
WO2021103731A1 (en) * 2019-11-26 2021-06-03 华为技术有限公司 Semantic segmentation method, and model training method and apparatus
CN111832570A (en) * 2020-07-02 2020-10-27 北京工业大学 An image semantic segmentation model training method and system
CN112381831A (en) * 2020-11-26 2021-02-19 南开大学 Personalized image segmentation method and system based on semantic assistance between images
CN114821053A (en) * 2022-04-26 2022-07-29 中科领航智能科技(苏州)有限公司 Image semi-supervised semantic segmentation method based on conservative aggressive collaborative learning

Also Published As

Publication number Publication date
GB2622238A (en) 2024-03-13
GB202213082D0 (en) 2022-10-19

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