Introduction
Image definition and its representation, Pixels, Co-ordinate conventions, Image
formats (Study of the image matrix), neighbourhood metrics, Sampling and
quantization, Types of distance measure (concept only).
15hours
Spatial Domain
Image enhancement techniques in spatial domain, Contrast stretching, Histogram
Processing, Noise smoothing, Sharpening, Pixel Classification, RGB & Grey image.
Transformation: Arithmetic Transformation, Logical Geometric Transformation,
Hough Transformation, FFT.
Filtering: Spatial domain filters: Convolution, Edge Detection Filters
15hours
Thresholding
Grey level thresholding, global/ local thresholding, Iterative thresholding, Edge
detection operators, Region growing, Split/ merge techniques, Image feature/
primitive extraction, Background correction, Color enhancement.
15hours
Image Segmentation
Boundary detection based techniques, Point, line detection, Edge detection, Local
processing.
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