munotes®
Sign in
Home / Syllabus / B.E. (Computer Engineering) / Third Year CE / Semester 6 / Digital Signal and Image Processing

B.E. (Computer Engineering) Digital Signal and Image Processing Syllabus - Mumbai University 2026

The University has moved this degree onto NEP 2020 one year at a time. The first and second years are NEP 2020 syllabi; the third and fourth years are still examined on the REV-2019 'C' Scheme, which is what the University sets for them this year.

Digital-Signal-Image-Processing.pdf
Semester 6 · Third Year CE

Loading syllabus...

Syllabus for Digital Signal & Image Processing

Semester 6 · Third Year CE

Module 1: Discrete-Time Signal and Discrete-Time System

  • 1.1 Introduction to Digital Signal Processing, Sampling and Reconstruction, Standard DT Signals, Concept of Digital Frequency, Representation of DT signal using Standard DT Signals, Signal Manipulations (shifting, reversal, scaling, addition, multiplication).
  • 1.2 Classification of Discrete-Time Signals, Classification of Discrete Systems
  • 1.3 Linear Convolution formulation for 1-D signal (without mathematical proof), Circular Convolution mathematical proof), Linear convolution using Circular Convolution. Auto and Cross Correlation formula evaluation, Concept of LTI system, Output of DT system using Time Domain Linear Convolution.

Module 2: Discrete Fourier Transform

  • 2.1 Introduction to DTFT, DFT, Relation between DFT and DTFT, IDFT
  • 2.2 Properties of DFT without mathematical proof (Scaling and Linearity, Periodicity, Time Shift and Frequency Shift, Time Reversal, Convolution Property and Parseval’s Energy Theorem). DFT computation using DFT properties.
  • 2.3 Convolution of long sequences, Introduction to 2-D DFT

Module 3: Fast Fourier Transform

  • 3.1 Need of FFT, Radix-2 DIT-FFT algorithm,
  • 3.2 DIT-FFT Flow graph for N=4 and 8, Inverse FFT algorithm.
  • 3.3 Spectral Analysis using FFT

Module 4: Digital Image Fundamentals

  • 4.1 Introduction to Digital Image, Digital Image Processing System, Sampling and Quantization
  • 4.2 Representation of Digital Image, Connectivity
  • 4.3 Image File Formats: BMP, TIFF and JPEG.

Module 5: Image Enhancement in Spatial domain

  • 5.1 Gray Level Transformations, Zero Memory Point Operations,
  • 5.2 Histogram Processing, Histogram equalization. 5.3 Neighborhood processing, Image averaging, Image Subtraction, Smoothing Filters - Low pass averaging, Sharpening Filters-High Pass Filter, High Boost Filter, Median Filter for reduction of noise
  • 6.0 Image Segmentation
  • 6.1 Fundamentals, Segmentation based on Discontinuities and Similarities
  • 6.2 Point, line and Edge Detection, Image edge detection using Robert, Prewitt and Sobel masks, Image edge Detection using Laplacian mask
  • 6.3 Region based segmentation: Region Growing, Region Splitting and Merging Total

Useful Links

  • 1 John G. Proakis, Dimitris and G .Manolakis, “Digital Signal Processing: Principles, Algorithms, and Applications” , 4th Edition, Pearson Education, 2007
  • 2 A. Anand Kumar, “Digital Signal Processing”, 2nd Edition, PHI Learning Pvt. Ltd. 2014.
  • 3 Rafel C. Gonzalez and Richard E. Woods, “Digital Image Processing”, Pearson Education Asia, 4th Edition, 2018.
  • 4 S. Sridhar, “Digital Image Processing”, 2nd Edition, Oxford University Press, 2012.
  • 1 Sanjit Mitra, “Digital Signal Processing: A Computer Based Approach” , 4th Edition, Tata McGraw Hill, 2013
  • 2 S. Salivahanan, A. Vallavaraj, and C. Gnanapriya, “Digital Signal Processing”, 2nd Edition, Tata McGraw Hill Publication, 2011.
  • 3 S. Jayaraman, E. Esakkirajan and T. Veerkumar, “Digital Image Processing”, 3rd Edition, Tata McGraw Hill Education Private Ltd, 2009.
  • 4 Anil K. Jain, “Fundamentals of Digital Image Processing”, 4th Edition, Prentice Hall of India Private Ltd,.1989
  • 1 https://nptel.ac.in/courses/
  • 2 https://swayam.gov.in

Reproduced from the University of Mumbai syllabus for B.E. (Computer Engineering) under REV-2019 'C' Scheme, in force from the academic year 2021-22. Wording is as printed in that syllabus. Module numbering is as printed there too.

The complete syllabus

This subject is cut from the University circular for its year. Open a document here if you want the whole thing rather than a single subject.

PDF 7.9 (R-A) B.E. (Computer Engineering) Sem I & II (Revised, NEP 2020) NEP 2020 syllabus Read full PDF Read
PDF 6.24 (N) B.E. (Computer Engineering) Sem III & IV (NEP 2020) NEP 2020 syllabus Read full PDF Read
PDF 6.15 B.E. (Computer Engineering) Third Year, Sem V & VI (REV-2019 'C' Scheme) REV-2019 'C' Scheme syllabus Read full PDF Read
PDF 6.41 (R) B.E. (Computer Engineering) Fourth Year, Sem VII & VIII (REV-2019 'C' Scheme) REV-2019 'C' Scheme syllabus Read full PDF Read
Report or request
Done!