SGN-12006 Basic Course in Image and Video Processing, 5 cr

Implementation SGN-12006 2016-01

Description

Image and Video Processing: Content: image processing basics, multi-dimensional sampling theory, aliasing, and quantization, fundamentals of color, human visual system, 2-D Fourier Family, DFT, and image filtering, edge detection, enhancement, and restoration, basic video file formats, resolutions, and bit rates for various digital video applications, motion analysis and estimation,de-interlacing, and resolution enhancement, a brief overview of video analysis including shot-boundary detection and scene extraction. State-of-the-art digital image and video compression methods and standards will also be covered in this course.

Lessons

Assessment scale

Numerical evaluation scale (0-5)

Requirements

Weekly Exercises and final exam.

Additional information of course implementation

"image processing basics, multi-dimensional sampling theory, aliasing, and quantization, fundamentals of color, human visual system, 2-D Fourier Family, DFT, and image filtering, edge detection, enhancement, and restoration, basic video file formats, resolutions, and bit rates for various digital video applications, motion analysis and estimation,de-interlacing, and resolution enhancement, a brief overview of video analysis including shot-boundary detection and scene extraction. State-of-the-art digital image and video compression methods and standards will also be covered in this course."

Study material