The course is designed for students to learn advanced image processing techniques and video technology. The topics cover characteristics of human visual system, imaging systems and color representation, image restoration, image enhancement, image and video segmentation, image and video understanding, motion analysis and relevant applications. Background knowledge on random processes and digital signal processing is required.
By the end of the course, students will be able to
- Understand the characteristics of human visual system the principle of imaging systems.
- Design and implement algorithms for image analysis.
- Design and implement algorithms for image restoration.
- Design and implement algorithms for image enhancement.