CVIP

Computer Vision and Image Processing

Objectives

• Understand the process of image formation and colour spaces
• Perform image processing based on convolutions and filters
• Apply feature based methods to detect and recognize objects in images
• Apply Deep Learning methods to detect and recognize objects in images

Program

• Image formation and representation
• Colour Spaces - RGB, HSV, YCbCr, LAB, xyY
• Image processing in the spatial and frequency domains
• Object detection and recognition in feature based and deep learning approaches

Bibliography

“Computer Vision: Algorithms and Applications”, Richard Szeliski, 2011 “Deep Learning”, Ian Goodfellowm Bengio and Courville, MIT PRess, 2016 “Deep Learning with Python”, Francois Chollet, Manning Publications, 2017