CBIR with Perceptual Region Features

M Mirmehdi, R Perissamy

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Abstract

A perceptual approach to generating features for use in indexing and retrieving images is described. Salient regions that immediately attract the eye are colour (textured) regions that usually dominate an image. Features derived from these will allow search for images that are similar perceptually. We compute colour features and Gabor colour texture features on regions identified from a coarse representation of the image, generated by a multi-band smoothing algorithm based on human psychophysical measurements of colour appearance. Images are retrieved, using a multi-feedback retrieval and ranking mechanism. We examine the performance of the features and the feedback mechanism.
Translated title of the contributionCBIR with Perceptual Region Features
Original languageEnglish
Title of host publicationUnknown
EditorsT Cootes, C Taylor
PublisherBMVA Press
Pages511 - 520
Number of pages9
ISBN (Print)1901725162
Publication statusPublished - Sep 2001

Bibliographical note

Conference Proceedings/Title of Journal: Proceedings of the 12th British Machine Vision Conference

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