Title :
User-Assisted Image Classification on Personal Photo Collections
Author :
Chen, Wei-Ta ; Wen, Ying-Hsiang ; Chen, Ming-Syan
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei
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
Keywords :
image classification; photography; personal photo collection; user-assisted image classification; Classification tree analysis; Clustering methods; Decision trees; Digital cameras; Electronic mail; Feedback; Image classification; Image recognition; Layout; Training data;
Conference_Titel :
Multimedia and Expo, 2006 IEEE International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
1-4244-0366-7
Electronic_ISBN :
1-4244-0367-7
DOI :
10.1109/ICME.2006.262938
