Syllabus

Overview
An advanced seminar on issues of current interest in human and machine vision. Topics vary from year to year. This year, the class will involve studying the perception of materials. A topic and a set of readings will be chosen each week, and a participant will be in charge of leading discussion. Topics will be tackled from multiple standpoints, including optics, psychophysics, computer graphics and computer vision. Exact topics will be determined by the participants.
Material Appearance: Physical, Perceptual and Computational Issues
Physics
  • The interaction of light and matter
  • How material surfaces are formed and deformed

Human perception

  • Lightness, color, and transparency
  • Gloss, texture, and other complex properties

Computer vision

  • Texture analysis and synthesis
  • Separation of illumination and reflectance

Computer graphics

  • Simple parametric models for reflectance
  • Image based rendering of materials
  • Weathering and distressing

Specific materials

  • Skin and hair
  • Food
Requirements
Class participation

Students write a 15-20-page paper on one of the topics listed below. Students are expected to do further background reading in their chosen topic area.

Surface reflectance
Stereo vision
Textural analysis and synthesis
Perception and specularity
Digital image construction
The effect of contour closure on the rapid discrimination of two-dimensional shapes
What does the occluding contour tell us about solid shapes?
Constructing visual perception
Intermediate-level visual representations
Construction of surface perception
Motion segmentation and tracking