Course | Postgraduate |
Semester | Electives |
Subject Code | AVD864 |
Subject Title | Computer Vision |
Image Formation Models, Monocular imaging system, Orthographic & Perspective Projection ,
Camera model and Camera calibration , Binocular imaging systems Image Processing and Feature
Extraction , Image representations (continuous and discrete), Edge detection, Motion Estimation ,
Regularization theory, Optical computation , Stereo Vision , Motion estimation , Structure from
motion Shape Representation and Segmentation , Deformable curves and surfaces , Snakes and
active contours , Level set representations , Fourier and wavelet descriptors
• Medial representations , Multiresolution analysis Object recognition , Hough transforms and other
simple object recognition methods , Shape correspondence and shape matching , Principal
component analysis, Shape priors for recognition
1. Computer Vision ‐ A modern approach, D. Forsyth and J. Ponce, Prentice Hall ,2002
2. Introductory Techniques for 3D Computer Vision, by E. Trucco and A. Verri, Publisher: Prentice Hall,1998.
3. Robot Vision, by B. K. P. Horn, McGraw ‐ Hill,1986