A NEW DESCRIPTOR BASED ON 2D DCT FOR IMAGE RETRIEVAL

Cong Bai; Kidiyo Kpalma; Joseph Ronsin

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Paper

A NEW DESCRIPTOR BASED ON 2D DCT FOR IMAGE RETRIEVAL

Topics: Color and Texture Analyses; Content-Based Indexing, Search, and Retrieval; Face and Expression Recognition; Features Extraction

In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, 714-717, 2012 , Rome, Italy

Authors: Cong Bai ; Kidiyo Kpalma and Joseph Ronsin

Affiliation: INSA de Rennes, IETR and Université Européenne de Bretagne, France

Keyword(s): CBIR, DCT, Face Recognition, Texture Retrieval.

Related Ontology Subjects/Areas/Topics: Color and Texture Analyses ; Computer Vision, Visualization and Computer Graphics ; Features Extraction ; Image and Video Analysis

Abstract: Content-based image retrieval relies on feature comparison between images. So the selection of feature vector is important. As many images are compressed by transforms, constructing the feature vector directly in transform domain is a very popular topic. We propose a new feature vector in DCT domain. Our method selects part of DCT coefficients inside each block to construct AC-Pattern and use DC coefficients between neighboring blocks to construct DC-Pattern. Two histograms are formed and parts of them are used to build a descriptor vector integrating features to do image retrieval. Experiments are done both on face image databases and texture image database. Compared to other methods, results show that we can get better performance on both face and texture database by using the proposed method.

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Paper citation in several formats:

Bai, C.; Kpalma, K. and Ronsin, J. (2012). A NEW DESCRIPTOR BASED ON 2D DCT FOR IMAGE RETRIEVAL. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP; ISBN 978-989-8565-03-7; ISSN 2184-4321, SciTePress, pages 714-717. DOI: 10.5220/0003858907140717

@conference{visapp12,
author={Cong Bai. and Kidiyo Kpalma. and Joseph Ronsin.},
title={A NEW DESCRIPTOR BASED ON 2D DCT FOR IMAGE RETRIEVAL},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP},
year={2012},
pages={714-717},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003858907140717},
isbn={978-989-8565-03-7},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2012) - Volume 2: VISAPP
TI - A NEW DESCRIPTOR BASED ON 2D DCT FOR IMAGE RETRIEVAL
SN - 978-989-8565-03-7
IS - 2184-4321
AU - Bai, C.
AU - Kpalma, K.
AU - Ronsin, J.
PY - 2012
SP - 714
EP - 717
DO - 10.5220/0003858907140717
PB - SciTePress