• Basic concepts and algorithms of computer vision
• Capabilities such as face detection, handwritten digit recognition, automated monitoring of activities,
segmenting out organs or tissues in Ultrasound or MRI images, and sensing for control of robots.
• Fundamental understanding of the geometry and radiometry of image formation, core image
processing operations, as well as tools from statistical machine learning.
• On completing this course a student would understand the key ideas behind the leading techniques
for the main problems of computer vision - reconstruction, recognition and segmentation - and have a
sense of what computers today can or cannot do. |