Course
PostgraduateSemester
ElectivesSubject Code
AVD876Subject Title
Selected Topics in Computer VisionSyllabus
Breakthroughs in computer vision, including object, scene, and activity recognition. Deep learning and statistical techniques. Developments in new research and advances in machine learning, statistical image modeling, sparse coding, graph/information theory, and other methodologies. Surveys of the latest trends in high-level vision in terms of problems and mathematical-theory formulations.
Topics will be from:
New Theory and Methodologies in Computer Vision
New Applications of Computer Vision
Societal aspects of computer vision
Text Books
Same as Reference
References
1. A Guide to Convolutional Neural Networks for Computer Vision, S. Khan, H. Rahmani, S. Shahand M. Bennamoun.
2. Recent papers from CVPR, PAMI, ICCV etc