GB2617440B - Method for classifying images using novel classes - Google Patents

Method for classifying images using novel classes Download PDF

Info

Publication number
GB2617440B
GB2617440B GB2301550.6A GB202301550A GB2617440B GB 2617440 B GB2617440 B GB 2617440B GB 202301550 A GB202301550 A GB 202301550A GB 2617440 B GB2617440 B GB 2617440B
Authority
GB
United Kingdom
Prior art keywords
classifying images
novel classes
classes
novel
classifying
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
GB2301550.6A
Other versions
GB2617440A (en
Inventor
Bulat Adrian
Guerrero Moreno Ricardo
Martinez Alonso Brais
Tzimiropoulos Georgios
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 PCT/KR2023/002914 priority Critical patent/WO2023167530A1/en
Publication of GB2617440A publication Critical patent/GB2617440A/en
Application granted granted Critical
Publication of GB2617440B publication Critical patent/GB2617440B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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
    • G06V10/764—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
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/70—Labelling scene content, e.g. deriving syntactic or semantic representations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • 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
    • G06T2207/20081—Training; Learning
    • 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]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00—Indexing scheme for image generation or computer graphics
    • G06T2210/12—Bounding box

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Image Analysis (AREA)
GB2301550.6A 2022-03-04 2023-02-03 Method for classifying images using novel classes Active GB2617440B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/KR2023/002914 WO2023167530A1 (en) 2022-03-04 2023-03-03 Method for classifying images using novel classes

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GR20220100212 2022-03-04

Publications (2)

Publication Number Publication Date
GB2617440A GB2617440A (en) 2023-10-11
GB2617440B true GB2617440B (en) 2024-05-08

Family

ID=88069696

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2301550.6A Active GB2617440B (en) 2022-03-04 2023-02-03 Method for classifying images using novel classes

Country Status (1)

Country Link
GB (1) GB2617440B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117191821B (en) * 2023-11-03 2024-02-06 山东宇影光学仪器有限公司 High-light-transmittance Fresnel lens real-time detection method based on defocable-DAB-DETR

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180012110A1 (en) * 2016-07-06 2018-01-11 Accenture Global Solutions Limited Machine learning image processing
CN108416378A (en) * 2018-02-28 2018-08-17 电子科技大学 A kind of large scene SAR target identification methods based on deep neural network
KR20190029083A (en) * 2017-09-11 2019-03-20 삼성전자주식회사 Apparatus and Method for learning a neural network
US10713794B1 (en) * 2017-03-16 2020-07-14 Facebook, Inc. Method and system for using machine-learning for object instance segmentation
US20210074425A1 (en) * 2019-09-05 2021-03-11 Pearl Inc. Systems and methods for automated medical image analysis
CN113269257A (en) * 2021-05-27 2021-08-17 中山大学孙逸仙纪念医院 Image classification method and device, terminal equipment and storage medium

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180012110A1 (en) * 2016-07-06 2018-01-11 Accenture Global Solutions Limited Machine learning image processing
US10713794B1 (en) * 2017-03-16 2020-07-14 Facebook, Inc. Method and system for using machine-learning for object instance segmentation
KR20190029083A (en) * 2017-09-11 2019-03-20 삼성전자주식회사 Apparatus and Method for learning a neural network
CN108416378A (en) * 2018-02-28 2018-08-17 电子科技大学 A kind of large scene SAR target identification methods based on deep neural network
US20210074425A1 (en) * 2019-09-05 2021-03-11 Pearl Inc. Systems and methods for automated medical image analysis
CN113269257A (en) * 2021-05-27 2021-08-17 中山大学孙逸仙纪念医院 Image classification method and device, terminal equipment and storage medium

Also Published As

Publication number Publication date
GB2617440A (en) 2023-10-11

Similar Documents

Publication Publication Date Title
EP3780614A4 (en) Method and apparatus for image motion compensation
SG11202110629VA (en) Method and system for image classification
EP4006776A4 (en) Image classification method and apparatus
EP3852370A4 (en) Video image prediction method and apparatus
EP3996054C0 (en) Method and apparatus for image segmentation
GB2617440B (en) Method for classifying images using novel classes
EP4024857A4 (en) Apparatus and method for coding image
KR102373884B9 (en) Image data processing method for searching images by text
EP4094187A4 (en) Method and apparatus for image classification
EP3836549A4 (en) Video image prediction method and apparatus
EP3961644A4 (en) Image recognition based workstation for evaluation on quality check of colonoscopy
HUE065613T2 (en) Method for analysing quality defects
GB2606255B (en) System and method for classifying dermatological images using machine learning
EP3996370A4 (en) Image decoding method for chroma component and apparatus therefor
EP4012652A4 (en) Image segmentation method and apparatus
EP3991133A4 (en) Method and apparatus for alpha blending images from different color formats
GB2609536B (en) Image processing method
EP3806026A4 (en) Method and apparatus for enhancing video image quality
GB202211487D0 (en) Image segmentation
EP3945495C0 (en) Method for segmenting an object in an image
KR102441584B9 (en) Method for diagnosing dementia based on image
EP3953690B8 (en) Method of acquiring images for an optical inspection machine
EP4068784A4 (en) Method and apparatus for signaling picture partitioning information
EP3989574A4 (en) Image decoding method for deriving predicted sample by using merge candidate and device therefor
EP3776089A4 (en) Image forming apparatus, method for reducing airborne particles