RGPV CS VIII SEMESTER DIGITAL IMAGE PROCESSING (CS-8302) SYLLABUS

TAGS:-RGPV COMPUTER SCIENCE  8TH SEM SYLLABUS I RGPV CS-8302 SYLLABUS I CS 8TH SEM DIGITAL IMAGE PROCESSING SYLLABUS I RGPV CS 8TH SEM CS-8302 DIGITAL IMAGE PROCESSING SYLLABUS I RGPV CS 8TH SEM ELECTIVE-3 SYLLABUS I CS 8TH SEM ELECTIVE SUBJECT LIST I RGPV CS 8TH SEM ELECTIVE SUBJECT SYLLABUS

RAJIV GANDHI PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
PROGRAMME : B.E. Computer Science & Engineering, VIII Semester
Course: CS8302 DIGITAL IMAGE PROCESSING

RGPV CS VIII SEMESTER DIGITAL IMAGE PROCESSING (CS-8302) SYLLABUS

Unit-I
Digital Image fundamentals:A simple image model,Sampling and Quantization.Relationship
between pixels.Imaging geometry.Image acquisition systems,Different types of digital images
Unit-II
Image transformations:Introduction to Fourier transforms,Discrete Fourier transforms,Fast
Fourier transform,Walsh transformation,Hadmord transformation,Discrete Cosine Transformation.
Unit-III
Image enhancement:Filters in spatial and frequency domains,Histogram based processing. Image subtraction,Averaging,Image smoothing,Nedion filtering,Low pass filtering,Image sharpening by High pass filtering.
Unit-IV
Image encoding and segmentation:Encoding,Mapping,Quantizer,Coder.Error free compression,Lossy Compression schemes.JPEG Compression standard.Detection of discontinuation by point detection,Line detection, edge detection,Edge linking and boundary detection,Local analysis,Global processing via Hough transforms and graph theoretic techniques
Unit-V
Mathematical morphology:Binary,Dilation,crosses,Opening and closing,Simple methods of
representation,Signatures,Boundary segments,Skeleton of a region,Polynomial approximation
Reference Books:

• Rafael C Gonzalez, Richard E Woods 3rd Edition, Digital Image Processing Pearson.

• Rafael C Gonzalez,Richard E Woods 3rd Edition,DIP using Matlab – TMH.

• Sonka, Digital Image Processing & Computer Vision , Cengage Learning

• Jayaraman, Digital Image Processing, TMH.

• Pratt, Digital Image Processing, Wiley India

• Annadurai, Fundamentals of Digital Image Processing ,Pearson Education .