Image Processing and Computer Vision.

Catalog description

This course provides the basic concepts of image processing and computer vision including but not limited to image sensing and acquisition, visual perception, image enhancement (mostly spatial domain image enhancement, but some essential elements of the frequency domain enhancement will be considered), image filtering in spatial and frequency domain, edge detection and image segmentation, elements of morphological image processing, elements of image restoration, image understanding and recognition, elements of color image processing. Laboratory exercises provide experience with design and utilization image processing algorithms using MATLAB and solving real-world problems in medical and satellite image processing, in old images restoration and in digital photography. Students will program different algorithms and use their programs for processing real images. This will help students to accomplish specified challenges as they build problem-solving skills. Prerequisite: COSC 1315 or ENGR 1201 .