USER-assisted image classification on personal photo collections
Journal
2006 IEEE International Conference on Multimedia and Expo, ICME 2006
Journal Volume
2006
Pages
1945-1948
Date Issued
2006
Author(s)
Abstract
Image classification on personal photo collections can be extremely useful to various management tasks. However, there is little progress made forwarding it due to (1) lack of training data, and (2) subjectivity inherent in a user's photo-organizing behavior. In this paper, we propose a framework, user-assisted image classification on personal photo collections (UCP), to address this problem. The uniqueness of this framework is that it is user-centric and includes users in the loop. Our experimental results show that the techniques used in this framework are promising
Type
conference paper