• Combining Self Training and Active Learning for Video Segmentation 

      Fathi, Alireza; Balcan, Maria Florina; Ren, Xiaofeng; Rehg, James M. (Georgia Institute of Technology, 2011-09)
      This work addresses the problem of segmenting an object of interest out of a video. We show that video object segmentation can be naturally cast as a semi-supervised learning problem and be efficiently solved using ...