Automatic image categorization using MPEG-7 description

Seung Ji Yang; Jeong Hyun Yoon; Yong Man Ro

doi:10.1117/12.476178

10 January 2003 Automatic Image Categorization using MPEG-7 Description

Seung Ji Yang, Jeong Hyun Yoon, Yong Man Ro

Author Affiliations +

Proceedings Volume 5018, Internet Imaging IV; (2003) https://doi.org/10.1117/12.476178
Event: Electronic Imaging 2003, 2003, Santa Clara, CA, United States

Abstract

We propose an automatic image categorization technique for content-based image filtering and retrieval system. In this paper, category-feature database for image categorization is constructed on human visual perception. Query images are automatically classified into predefined categories by content-based description using MPEG-7. Similarity distances at each category are measured using multiple MPEG-7 descriptors. In this paper, a matching technique for combining multiple similarity distances is proposed. The proposed method takes into account the categorization performance of single descriptor at each category. To evaluate the proposed method, it is applied to a great number of query images randomly collected from the Internet and other image databases.

Citation Download Citation

Seung Ji Yang, Seung Ji Yang, Jeong Hyun Yoon, Jeong Hyun Yoon, Yong Man Ro, Yong Man Ro, "Automatic Image Categorization using MPEG-7 Description", Proc. SPIE 5018, Internet Imaging IV, (10 January 2003); doi: 10.1117/12.476178; https://doi.org/10.1117/12.476178

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