9 April 2007 Three-way aspect model (TWAPM) and co-training for image retrieval
Author Affiliations +
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.
© (2007) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Anca Doloc-Mihu, Anca Doloc-Mihu, Vijay V. Raghavan, Vijay V. Raghavan, } "Three-way aspect model (TWAPM) and co-training for image retrieval", Proc. SPIE 6570, Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security 2007, 65700L (9 April 2007); doi: 10.1117/12.720153; https://doi.org/10.1117/12.720153
PROCEEDINGS
11 PAGES


SHARE
Back to Top