Computer Vision

ICS 483 - Computer Vision (3-0-3)

Image acquisition, Digital image and its properties, Image preprocessing, Segmentation (Thresholding, edge- and region-based segmentation), Morphological image processing. Image feature extraction. Bag of words. Image segmentation. Object detection and classification. Shape analysis. Feature tracking. Motion analysis. Case studies (object recognition / object tracking). Note: It cannot be taken for credit with COE 487 or EE 410.

Pre-requisites: ICS485