Three-way aspect model (TWAPM) and co-training for image retrieval
Anca Doloc-Mihu, Vijay V. Raghavan · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2007
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.