Image Processing detail syllabus for Computer Science Engineering (CSE), 2019-20 scheme is taken from AKTU official website and presented for AKTU students. The course code (RCS-082), and for exam duration, Teaching Hr/Week, Practical Hr/Week, Total Marks, internal marks, theory marks, and credits do visit complete sem subjects post given below.
For all other cse 8th sem syllabus for b.tech 2019-20 scheme aktu you can visit CSE 8th Sem syllabus for B.Tech 2019-20 Scheme AKTU Subjects. For all other Departmental Elective-5 subjects do refer to Departmental Elective-5. The detail syllabus for image processing is as follows.
Unit I
For the complete syllabus, results, class timetable and more kindly download iStudy. It’s a lightweight, easy to use, no images, no pdfs platform to make student’s life easier.
Unit II
IMAGE ENHANCEMENT : Spatial Domain: Gray level transformations-Histogram processing-Basics of Spatial FilteringSmoothing and Sharpening Spatial Filtering, Frequency Domain: Introduction to Fourier Transform-Smoothing and Sharpening frequency domain filters-Ideal, Butterworth and Gaussian filters, Homomorphic filtering, Color image enhancement.
Unit III
IMAGE RESTORATION : 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: 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.
Reference Books:
- Rafael C. Gonzalez, Richard E. Woods,Digital Image Processing Pearson, Third Edition, 2010
- Anil K. Jain,Fundamentals of Digital Image Processing Pearson, 2002.
- 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 detail syllabus of all other subjects of B.Tech Cse, 2019-20 regulation do visit Cse 8th Sem syllabus for 2019-20 Regulation.
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