SEDS 536

Image Understanding

This course covers the image processing techniques and approaches for image content analysis. The course content includes memory representation of images, image processing techniques, keypoint extraction and description, image matching and fundamentals of camera geometry.

Week Topics
1 Introduction
2 Image Representation
3 Basic Image Processing
4 Advanced Image Processing
5 Keypoint Detection and Matching
6 Planar Projective Geometry
7 3D Projective Geometry
8 Basic Camera Geometry
9 Epipolar Geometry
10 Optimization Techniques
11 Multiview Geometry
12 Dense Image Features
13 Object Category Detection
14 Object Category Detection