Digital image processing and analysis

This course provides an introduction to basic concepts, methodologies and algorithms of digital image processing focusing on the following two major problems: (1) image enhancement and restoration, and (2) image segmentation and analysis. Some advanced image processing techniques like feature extraction, Convolutional Neural Nets, and object recognition will also be introduced in this course. Students will have a solid foundation to study advanced image analysis topics and gain understanding of algorithm design, mathematical tools, and practical implementations of various digital image application.