Given a set of images, possibly containing objects from an unknown category, determine if a category is present. If a category is present, learn spatial and photometric model of the category. Given an unseen image, segment all occurrences of the category.
- S. Todorovic and N. Ahuja, Extracting Subimages of an Unknown Category from a Set of Images, Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York, NY, Vol. 1, June 2006, 927-934.
- S. Todorovic and N. Ahuja, Unsupervised Category Modeling, Recognition, and Segmentation in Images, IEEE Trans. Pattern Analysis and Machine Intelligence, 2008