Image Processing detailed syllabus for Electronics & Communication Engineering (ECE) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the ECE students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Electronics & Communication Engineering 5th Sem scheme and its subjects, do visit ECE 5th Sem 2021 regulation scheme. For Professional Elective-II scheme and its subjects refer to ECE Professional Elective-II syllabus scheme. The detailed syllabus of image processing is as follows.
Course Objectives:
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Unit I
DIGITAL IMAGE FUNDAMENTALS 9 Steps in Digital Image Processing – Components – Elements of Visual Perception – Image Sensing and Acquisition – Image Sampling and Quantization – Relationships between pixels – Color image fundamentals – RGB, HSI models, Two-dimensional mathematical preliminaries, 2D transforms -DFT, DCT.
Unit II
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Unit III
IMAGE RESTORATION 9 Image Restoration – degradation model, Properties, Noise models – Mean Filters – Order Statistics – Adaptive filters – Band reject Filters – Band pass Filters – Notch Filters – Optimum Notch Filtering – Inverse Filtering – Wiener filtering
Unit IV
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Unit V
IMAGE COMPRESSION AND RECOGNITION 9 Need for data compression, Huffman, Run Length Encoding, Shift codes, Arithmetic coding, JPEG standard, MPEG. Boundary representation, Boundary description, Fourier Descriptor, Regional Descriptors – Topological feature, Texture – Patterns and Pattern classes – Recognition based on matching.
Course Outcomes:
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Text Books:
- Rafael C. Gonzalez, Richard E. Woods, Digital Image Processing, Pearson, Third Edition,2010.
- Anil K. Jain, Fundamentals of Digital Image Processing, Pearson, 2002.
Reference Books:
- Kenneth R. Castleman, Digital Image Processing, Pearson, 2006.
- Rafael C. Gonzalez, Richard E. Woods, Steven Eddins, Digital Image Processing using MATLAB, Pearson Education, Inc., 2011.
- D,E. Dudgeon and RM. Mersereau, Multidimensional Digital Signal Processing, Prentice Hall Professional Technical Reference, 1990.
- William K. Pratt, Digital Image Processing, John Wiley, New York, 2002
- Milan Sonka et al Image processing, analysis and machine vision, Brookes/Cole, Vikas Publishing House, 2nd edition, 1999.
For detailed syllabus of all the other subjects of Electronics & Communication Engineering 5th Sem, visit ECE 5th Sem subject syllabuses for 2021 regulation.
For all Electronics & Communication Engineering results, visit Anna University ECE all semester results direct link.