2‐D and 3‐D Image Registration
Arthur Ardeshir Goshtasby · 2004
Image registration is the process of establishing point-by-point correspondence between two images of a scene. This process is needed in various computer vision applications, such as stereo depth perception, motion analysis, change detection, object localization, object recognition, and image fusion. This course will cover the basics of image registration, including feature selection, feature correspondence, and transformation functions. Techniques for both 2-D and 3-D (volumetric) images will be covered and examples of rigid and nonrigid registration using remote sensing, medical, and industrial images will be given.