一、課程說明 (Course Description)
This course covers several important and interesting topics in image processing
and computational photography, such as colorization, texture
synthesis,inpainting,
HDR imaging, tone mapping, deblurring, denoising, super-resolution, matting,
editing, warping, and so on. The goal of this course is to study recent work on
the selected topics and to provide students with hands-on experience of related
techniques.
二、指定用書 (Textbook)
There is no required textbook. Course materials are based on various research
papers and reference books.
三、參考書籍 (References)
1. Research papers
2. Computer Vision: A Modern Approach, Forsyth and Ponce
3. Digital Image Processing, Gonzalez and Woods
四、教學方式 (Teaching Method)
Lectures and discussions
五、教學進度 (Syllabus)
Image Formation and Color Perception
High-Dynamic Range Imaging and Tone Mapping
Deblurring, Denoising, and Super-Resolution
Warping and Morphing
Image Editing
Matting
Colorization, Color Transfer, Color Harmonization
Texture Synthesis and Inpainting
六、成績考核 (Evaluation)
Participation (25%)
Assignment and projects (75%)
七、可連結之網頁位址 (Course Website)
http://sites.google.com/site/nthuaip2012