Digital Image and Video Processing,
Review of multi-dimensional sampling theory, aliasing, and quantization,
fundamentals of color, human visual system, 2-D Block transforms, DFT, DCT
and wavelets, Image filtering, edge detection, enhancement, and restoration.
Basic video file formats, resolutions, and bit rates for various digital
video applications. Motion analysis and estimation using 2D and 3D models.
Motion-compensated filtering methods for noise removal, de-interlacing, and
resolution enhancement. Digital image and video compression methods and
standards, including JPEG/JPEG2000 and MPEG-1/2 and 4. Content-based image
and video indexing and MPEG-7.