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  • 9:28 AM, Friday, 24 Jan 2020


Course Postgraduate
Semester Electives
Subject Code AVD864
Subject Title Computer Vision

Syllabus

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

Text Books
References

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