An efficient and effective image representation for region-based image retrieval

Authors:
ZhiYong Zeng;ZhiQiang Yao;ShiGang Liu
Affiliations:
Fujian Normal University, Minhou Section, Fuzhou, China;Fujian Normal University, Minhou Section, Fuzhou, China;Xi'an Jiaotong University, Xi'an, China
Venue:
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Year:
2009

Citing 17
Cited 0

Color indexing

International Journal of Computer Vision
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries

IEEE Transactions on Pattern Analysis and Machine Intelligence
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Content-Based Retrieval Using Chromaticity Moments

IEEE Transactions on Knowledge and Data Engineering
Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach

IEEE Transactions on Pattern Analysis and Machine Intelligence
Constraint Based Region Matching for Image Retrieval

International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
An user preference information based kernel for SVM active learning in content-based image retrieval

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Mean version space: a new active learning method for content-based image retrieval

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Boosting contextual information in content-based image retrieval

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
An image retrieval system with automatic query modification

IEEE Transactions on Multimedia
Weighted walkthroughs between extended entities for retrieval by spatial arrangement

IEEE Transactions on Multimedia
Joint semantics and feature based image retrieval using relevance feedback

IEEE Transactions on Multimedia
Cluster-driven refinement for content-based digital image retrieval

IEEE Transactions on Multimedia
FRIP: a region-based image retrieval tool using automatic image segmentation and stepwise Boolean AND matching

IEEE Transactions on Multimedia
Direct kernel biased discriminant analysis: a new content-based image retrieval relevance feedback algorithm

IEEE Transactions on Multimedia
Relevance feedback in content-based image retrieval: Bayesian framework, feature subspaces, and progressive learning

IEEE Transactions on Image Processing

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper present an efficient and effective image representation for region-based image retrieval. We explore the issue of hybrid feature-integrated and compact region-based image retrieval for huge image database. Firstly, to describe regions of an image, we present an image segmentation algorithm. Secondly, a compact, fixed-number and computation effective representaton is designed for the color contents of each region of an image, which can be computed from color space without quantizing color space to construct color histogram. Finally, we use the hybrid feature including color, texture and shape as feature vector of the regions to match images, experimental results on a database of 1000 general-purposed images demonstrate the efficiency and effectiveness of the proposed image representation for region-based image retrieval.