Sunday, November 29, 2020

CMS-A-DSE-A--1-TH: Digital Image Processing. DSE-A: Choice-1: Theory, Credit:04, Contact hours: 60.

 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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