GB2627869B - Method and system for classifying images - Google Patents

Method and system for classifying images

Info

Publication number: GB2627869B
Authority: GB; United Kingdom
Prior art keywords: classifying images; classifying; images
Prior art date: 2023-02-28
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

Inventor

Michieli Umberto

Ozay Mete

Moon Jijoong

Kim Daehyun

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.)

2023-02-28

Filing date

2024-02-13

Publication date

2025-09-17

2023-02-28Priority claimed from GBGB2302915.0Aexternal-prioritypatent/GB202302915D0/en

2023-09-05Priority claimed from GBGB2313549.4Aexternal-prioritypatent/GB202313549D0/en

2024-02-13Application filed by Samsung Electronics Co LtdfiledCriticalSamsung Electronics Co Ltd

2024-03-27Publication of GB202401994D0publicationCriticalpatent/GB202401994D0/en

2024-09-04Publication of GB2627869ApublicationCriticalpatent/GB2627869A/en

2025-09-17Application grantedgrantedCritical

2025-09-17Publication of GB2627869BpublicationCriticalpatent/GB2627869B/en

StatusActivelegal-statusCriticalCurrent

2044-02-13Anticipated expirationlegal-statusCritical

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
- G06V10/70—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
- 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
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T1/00—General purpose image data processing
- G06T1/20—Processor architectures; Processor configuration, e.g. pipelining
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/70—Determining position or orientation of objects or cameras
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- 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
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- 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]

Landscapes

Engineering & Computer Science (AREA)
Theoretical Computer Science (AREA)
Physics & Mathematics (AREA)
General Physics & Mathematics (AREA)
Software Systems (AREA)
Evolutionary Computation (AREA)
Computer Vision & Pattern Recognition (AREA)
Artificial Intelligence (AREA)
Computing Systems (AREA)
Multimedia (AREA)
Medical Informatics (AREA)
Databases & Information Systems (AREA)
Health & Medical Sciences (AREA)
General Health & Medical Sciences (AREA)
General Engineering & Computer Science (AREA)
Mathematical Physics (AREA)
Data Mining & Analysis (AREA)
Life Sciences & Earth Sciences (AREA)
Biomedical Technology (AREA)
Biophysics (AREA)
Computational Linguistics (AREA)
Molecular Biology (AREA)
Image Analysis (AREA)
Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

GB2401994.5A2023-02-282024-02-13Method and system for classifying imagesActiveGB2627869B (en)

Applications Claiming Priority (2)

Application Number	Priority Date	Filing Date	Title
GBGB2302915.0AGB202302915D0 (en)	2023-02-28	2023-02-28	Online continual learning for robust indoor object recognition
GBGB2313549.4AGB202313549D0 (en)	2023-09-05	2023-09-05	Method and system for peronalised trainning of ml models

Publications (3)

Publication Number	Publication Date
GB202401994D0 GB202401994D0 (en)	2024-03-27
GB2627869A GB2627869A (en)	2024-09-04
GB2627869Btrue GB2627869B (en)	2025-09-17

Family

ID=90354778

Family Applications (1)

Application Number	Title	Priority Date	Filing Date
GB2401994.5AActiveGB2627869B (en)	2023-02-28	2024-02-13	Method and system for classifying images

Country Status (1)

Country	Link
GB (1)	GB2627869B (en)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
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GB202314950D0 (en)*	2023-09-29	2023-11-15	Samsung Electronics Co Ltd	Method and apparatus
GB202402834D0 (en)*	2024-02-28	2024-04-10	Samsung Electronics Co Ltd	Cross-architecture auxiliary feature space translation for efficient few-shot personalized object detection
CN118740414B (en)*	2024-04-22	2025-03-11	中国人民解放军61660部队	Encryption network traffic classification method based on integrated prototype network
CN119295778B (en)*	2024-09-24	2025-05-23	安徽农业大学	Method, system, equipment and medium for managing aquaculture fishes
CN119445625B (en)*	2024-10-12	2025-06-03	中运科技股份有限公司	Multi-pose image data generation method, device and equipment for face recognition and storage medium
CN119760495A (en)*	2024-11-20	2025-04-04	西安电子科技大学	Recognition method for incremental learning of pre-trained models based on neural breakdown theory
CN119942383A (en)*	2025-01-23	2025-05-06	内蒙古师范大学	A method, device, equipment and storage medium for identifying grassland mouse holes
CN119964091A (en)*	2025-04-09	2025-05-09	中国铁道科学研究院集团有限公司电子计算技术研究所	Rail transit foreign body intrusion detection method, device, electronic device and storage medium
CN120013946A (en)*	2025-04-21	2025-05-16	中国林业科学研究院木材工业研究所	A particleboard surface multi-scale defect detection method, device, medium and product
CN120220005B (en)*	2025-05-28	2025-09-05	江西科晨洪兴信息技术有限公司	Unmanned aerial vehicle inspection image evaluation method based on multiple environments

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CN114722228A (en)*	2022-03-22	2022-07-08	广州虎牙科技有限公司	Image classification method and related device and equipment
CN114842261A (en)*	2022-05-10	2022-08-02	西华师范大学	Image processing method, device, electronic device and storage medium
US20220374635A1 (en)*	2021-05-21	2022-11-24	Western Digital Technologies, Inc.	Processing of surveillance video streams using image classification and object detection

2024
- 2024-02-13GBGB2401994.5Apatent/GB2627869B/enactiveActive

Patent Citations (4)

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Publication number	Priority date	Publication date	Assignee	Title
CN106548192A (en)*	2016-09-23	2017-03-29	北京市商汤科技开发有限公司	Based on the image processing method of neutral net, device and electronic equipment
US20220374635A1 (en)*	2021-05-21	2022-11-24	Western Digital Technologies, Inc.	Processing of surveillance video streams using image classification and object detection
CN114722228A (en)*	2022-03-22	2022-07-08	广州虎牙科技有限公司	Image classification method and related device and equipment
CN114842261A (en)*	2022-05-10	2022-08-02	西华师范大学	Image processing method, device, electronic device and storage medium

Also Published As

Publication number	Publication date
GB202401994D0 (en)	2024-03-27
GB2627869A (en)	2024-09-04

Publication	Publication Date	Title
GB2627869B (en)	2025-09-17	Method and system for classifying images
SG11202110629VA (en)	2021-10-28	Method and system for image classification
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