Credits: 4.5 (3-0-3)
Prerequisites: COL106, ELL205 OR Equivalent
Overlaps with: ELL715
Description
Digital Image Fundamentals; Image Enhancement in Spatial Domain:
Gray Level Transformation, Histogram Processing, Spatial Filters; Image Transforms: Fourier Transform and their properties, Fast Fourier Transform, Other Transforms; Image Enhancement in Frequency Domain; Color Image Processing; Image Warping and Restoration; Image Compression; Image Segmentation: edge detection, Hough transform, region based segmentation; Morphological operators; Representation and Description; Features based matching and Bayes classification; Introduction to some computer vision techniques: Imaging geometry, shape from shading, optical flow; Laboratory exercises will emphasize development and evaluation of image processing methods.
Prerequisite Tree
flowchart TD
COL783-229[COL783]
COL106-229 --> COL100-229[COL100]
COL783-229 --> ELL205-229[ELL205]
COL783-229 --> COL106-229[COL106]
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