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Proceedings Paper

Three-way aspect model (TWAPM) and co-training for image retrieval
Author(s): Anca Doloc-Mihu; Vijay V. Raghavan
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Paper Abstract

The goal of this work is to investigate the applicability of two probabilistic approaches, namely Three-Way Aspect Model (TWAPM) and Co-training, to retrieve images represented by multiple feature types from large image collections. We test these approaches in a learning context via relevance feedback from user. Our experiments show that Co-training may be a better choice than TWAPM for a Web-based Image Retrieval System.

Paper Details

Date Published: 9 April 2007
PDF: 11 pages
Proc. SPIE 6570, Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2007, 65700L (9 April 2007); doi: 10.1117/12.720153
Show Author Affiliations
Anca Doloc-Mihu, Univ. of Louisiana at Lafayette (United States)
Vijay V. Raghavan, Univ. of Louisiana at Lafayette (United States)


Published in SPIE Proceedings Vol. 6570:
Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2007
Belur V. Dasarathy, Editor(s)

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