CONTENT-BASED IMAGE RETRIEVAL APPARATUS AND METHOD VIA RELEVANCE FEEDBACK BY USING FUZZY INTEGRAL

Patent №

US 6,744,935

Granted

2004-06-01

Filed 2000

Owner

KOREA TELECOM

Lab

AI components

6

ml · nlp · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09735920

The invention relates to a content-based image retrieval apparatus and method via relevance feedback by using fuzzy integral and a computer readable record medium storing programs for realizing the apparatus and method. According to the invention, it is provided a content-based image retrieval apparatus and method in which image features are associated by using fuzzy integral and parameters necessary for the fuzzy integral are adjusted in similarity calculations via relevance feedback so as to improve search results. The method comprises the steps of: measuring similarities according to feature between images stored in a database and a new query image; associating the similarities measured according to feature by using the fuzzy integral to measure similarities according to the fuzzy integral; bringing images sequentially in the order of higher similarity according to the finally obtained similarities and transmitting a search result; and recalculating similarities according to feature via relevance feedback about the query result to output converted images.

Machine learningNatural languageVisionPlanningEvolutionary computationAI hardwareG06F 16/5838G06F 16/5854G06F 16/5862G06F 18/2178G06F 18/22G06F 18/40Y10S 707/99936

AI classification

Vision1.00
Machine learning1.00
Planning1.00
AI hardware0.85
Evolutionary computation0.65
Natural language0.59
Knowledge representation0.31
Speech0.00

Ownership

KOREA TELECOM

assignment · 116500995

Assignors

CHOI, YOUNG-SIK, KIM, JIN-HAN, YOON, EUN-IL, LEE, SANG-HONG

On an employer assignment, the assignors are typically the inventors.

From the same owner

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