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      Roland Fleming: "Towards a general theory of 3Dshape perception" in Minneapolis


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      October 3, 2007

      Wednesday   2:30 PM - 3:30 PM

      100 Church Street Se
      Minneapolis, Minnesota 55455

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      Roland Fleming: "Towards a general theory of 3Dshape perception"

      Wednesday October 3, 2:30 pm - 3:30 pm, (Elliott Hall, N639) by Dr. Roland Fleming of the Max Planck Institute for Biological Cybernetics, Germany "Towards a general theory of 3D shape perception" Abstract: Estimating the 3D shape of objects in our environment is one of the most fundamental problems in visual perception, yet it is still rather poorly understood. If you pick up a typical vision text, you'll learn there are many cues to 3D shape, such as shading, texture gradients and specular highlights. A considerable amount of work has studied each cue in isolation and also how various cues can be combined optimally. However, relatively little research has attempted to find commonalities between cues. Here I will argue that a number of seemingly different 3D shape cues could share some common processing strategies. The key insight is that when patterns such as shading or texture are projected from a 3D object into the 2D retinal image, the patterns are systematically distorted in a way that has easily-measurable effects on the local image statistics. The distortions create clearly organized patterns of local image orientation ('orientation fields') that are systematically related to properties of the 3D shape. These orientation fields can be reliably detected by populations of simple filters tuned to different image orientations, as found in V1. I will outline some of the computational benefits of using orientation fields to estimate 3D shape and show through demonstrations and illusions how they can predict both successes and failures of human 3D shape perception. Together these findings suggest that orientation fields could serve as a powerful, 'common currency' for the first stages of 3D shape estimation. Katja Doerschner University of Minnesota Psychology Department 218 Elliott Hall 75 East River Road Minneapolis, MN 55455-0344 Phone:+1 612 626-8551 http://vision.psych.umn.edu/~doerschne

      This event will take place at:
      Room N639
      Elliott Hall
      Minneapolis Campus



      Cost: Free!

      Categories: Other & Miscellaneous

      Event details may change at any time, always check with the event organizer when planning to attend this event or purchase tickets.
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