CBCL Memos (1993 - 2004): Recent submissions

Now showing items 22-24 of 123

    • Bagging Regularizes 

      Poggio, Tomaso; Rifkin, Ryan; Mukherjee, Sayan; Rakhlin, Alex (2002-03-01)
      Intuitively, we expect that averaging --- or bagging --- different regressors with low correlation should smooth their behavior and be somewhat similar to regularization. In this note we make this intuition precise. ...

    • Global Depth Perception from Familiar Scene Structure 

      Torralba, Antonio; Oliva, Aude (2001-12-01)
      In the absence of cues for absolute depth measurements as binocular disparity, motion, or defocus, the absolute distance between the observer and a scene cannot be measured. The interpretation of shading, edges and junctions ...

    • Role of color in face recognition 

      Yip, Andrew; Sinha, Pawan (2001-12-13)
      One of the key challenges in face perception lies in determining the contribution of different cues to face identification. In this study, we focus on the role of color cues. Although color appears to be a salient attribute ...