Charchil Building The Graduate School
  Sylabus

image processing and analysis - 046200
  Lecture Tutorial Project/
Seminar 		Laboratory
Weekly
Hours 		2 1    
Credit
Points
3.0
 

Prerequisites: ( intro. to digital signal processing 044198
and introduction to probability h 104034 )
or ( intro. to digital signal processing 044198
and probability (advanced) 094412 )
or ( intro. to digital signal processing 044198
and advanced probability Ê statistics 094492 )
or ( intro. to digital signal processing 044198
and probability theory 104222 )
or ( intro. to digital signal processing 044198
and probability )ie( 094411 )
or ( intro. to digital signal processing 044198
and advanced probability and statistics 094491 )
Overlapping Courses: digital image and signal processing 236327
Incorporating Courses: strategic manag. of technologyÊinnovatio 099798
Identical Courses: digital image processing 236860


Introduction to vision and to image processing. 2D signals and linear systems.
Sampling and reconstruction: uniform sampling, aliasing, general sampling grids.
Quantization: scalar, visual perception, color quantization.
Image enhancement: gray level transformations, histogram processing, spatial
filtering, smoothing, sharpening. Image restoration: maximum-likelihood, maximum
a posteriori. 2D discrete transforms. Multiresolution and multi-scale
representations and analysis of images. Image compression: fundamental concepts
of information theory, image redundancies, error-free compression, lossy compression.
Introduction to computer vision.

 
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Created in 19/05/2013 Time 19:49:22