Image Registration Lecture
2D Computer Vision and Image Analysis revolutionize very many domains, notably:
-Medical/Biological/Dental Image Analysis and Diagnosis,
-Autonomous systems perception
-Digital Media (video/image) and Social Media Analytics,
-Big Visual Data Analytics,
-Scientific Image Analysis of any sort, e.g., Remote Sensing, Environment Sensing.
This lecture overviews 2D Image Registration that has many applications in photography, computer vision, and medical imaging. It covers the following topics in detail: Basic steps in image registration, Criteria of image registration classification, Geometric image transforms, Image Registration algorithms, non-rigid image registration with CNN, Point cloud registration, Applications of Image Registration: image mosaicking, medical image registration, subtraction radiography and angiography.