no code implementations • NeurIPS 2016 • Zijun Wei, Hossein Adeli, Minh Hoai Nguyen, Greg Zelinsky, Dimitris Samaras
Learned region sparsity has achieved state-of-the-art performance in classification tasks by exploiting and integrating a sparse set of local information into global decisions.
no code implementations • NeurIPS 2013 • Chen-Ping Yu, Wen-Yu Hua, Dimitris Samaras, Greg Zelinsky
Visual clutter, the perception of an image as being crowded and disordered, affects aspects of our lives ranging from object detection to aesthetics, yet relatively little effort has been made to model this important and ubiquitous percept.