Automatically assigned DDC number: 0067

Manually assigned DDC number: 02504

Number of references: 8

Title: Content-Based Image Retrieval With Relevance Feedback In Mars

Author:

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Subject: Yong Rui,Thomas S. Huang,Sharad Mehrotra Content-Based Image Retrieval With Relevance Feedback In Mars

Description: Technology advances in the areas of Image processing (IP) and Information Retrieval (IR) have evolved separately for a long time. However, successful content-based image retrieval systems require the integration of the two. There is an urgent need to develop integration mechanisms to link the image retrieval model to text retrieval model, such that the well established text retrieval techniques can be utilized. Approaches of converting image feature vectors (IP domain) to weighted-term vectors (IR domain) are proposed in this paper. Furthermore, the relevance feedback technique from the IR domain is used in content-based image retrieval to demonstrate the effectiveness of this conversion. Experimental results show that the image retrieval precision increases considerably by using the proposed integration approach. 1. INTRODUCTION Technology advances as well as the emergence of large scale multimedia applications have made development of effective techniques for visual and multimedi...

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1997-07-05

Pubyear: 1997

Format: ps

Identifier: http://citeseer.ist.psu.edu/190735.html

Source: http://www.ifp.uiuc.edu/~yrui/html/../ps/icip97.ps.Z

Language: en

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Rights: unrestricted

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