CS083/CS183, Fall 2012
Computer Vision

  • Introduction: objectives and overview of the state-of-the-art.

  • Camera models, lenses, and the process of image formation.

  • Preprocessing methods to deal with image noise.

  • Techniques for extracting edges and contours from images.

  • Algorithms to segment an image into visually coherent regions.

  • Optical flow: estimating 2D motion.

  • Reconstruction of 3D shapes from multiple views or 2D motion.

  • Representations and methods for object recognition.