DocumentCode
2959067
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
fYear
2006
fDate
9-12 July 2006
Firstpage
1945
Lastpage
1948
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICME.2006.262938
Filename
4037007
Link To Document