DIGITAL SIGNAL AND IMAGE PROCESSING SYLLABUS (dsip) MU SEM 7

DIGITAL SIGNAL AND IMAGE PROCESSING SYLLABUS
DSIP SEM 7
1. Introduction to Discrete Time Signals & System: Discrete–Time Signals
representation and Manipulation, Discrete–Time IIR and FIR Systems, Impulse
Response, Transfer Function, Difference Equation, Frequency Domain and Time
Domain Analysis of IIR filter and FIR filter, Correlation, Linear and Circular and
Convolution Algorithm,


2. Discrete Fourier Transform: DTFT, Frequency Domain Sampling, Properties of
DFT, DIT-FFT algorithm, Spectral Analysis using FFT, Linear FIR filtering using
FFT based Overlap Save and Overlap Add Method,
3. Image Transforms : Introduction to Unitary Transform, DFT, Properties of 2-D
DFT, FFT, IFFT, Walsh transform, Hadamard Transform, Discrete Cosine
Transform, Discrete Wavelet Transform,
4. Image Enhancement : Gray Level Transformations, Histogram Processing,
Spatial Filtering: Introduction, Smoothing and Sharpening Filters. Color Image
Enhancement.
5. Image Segmentation and Representation : Detection of Discontinuities, Appalachian
of Gaussian, Derivative of Gaussian, Canny Edge Detection, Threshold in
Hierarchical Data Structures, Border Tracing, Edge linking and Boundary
Detection, Threshold, Region Based Segmentation. Representation Schemes.
6. Image Data Compression: Fundamentals, Redundancies: Coding, Inter-pixel,
Psycho-visual, Error Free Compression, Lossy Image Compression : Lossy
Predictive Coding, JPEG, MPEG, Sub-band Coding using Wavelet Transform,
Vector Quantization
7. Morphological Image Processing: Introduction, Dilation, Erosion, Opening,
Closing, Hit-or-Miss transformation, Basic Morphological Algorithms on binary
images
8. Applications of Image Processing : Case Study on Digital Watermarking,
Biometric Authentication (Face, Finger Print, Signature Recognition), Vehicle
Number Plate Detection and Recognition, Object Detection using Correlation
Principle, Person Tracking using D WT, Handwritten and Printed Character
Recognition, Contend Based Image Retrieval, Text Compression.

Text Books :
1. J.G. Proakis, “Introduction to Digital Signal Processing”, PHI
2. R.C.Gonsales R.E.Woods, “Digital Image Processing”, Second
Edition, Pearson Education
3. Anil K.Jain, “Fundamentals of Image Processing”, PHI
Reference Books :
1. S Sallivahanan, “Digital Signal Processing”, TMH.
2. Milan Sonka, Vaclav Hlavac, Roger Boyle,”Image Processing Analysis and
Machine Vision” Second Edition, Thomson Learning Inc,
3. William Pratt, “ Digital Image Processing”,John Wiley.