Digital Image Processing detailed syllabus scheme for Computer Engineering (CE), 2017-18 onwards has been taken from the DBATU official website and presented for the Bachelor of Technology students. For Subject Code, Course Title, Lecutres, Tutorials, Practice, Credits, and other information, do visit full semester subjects post given below.
For 5th Sem Scheme of Computer Engineering (CE), 2017-18 Onwards, do visit CE 5th Sem Scheme, 2017-18 Onwards. For the Elective-IV scheme of 5th Sem 2017-18 onwards, refer to CE 5th Sem Elective-IV Scheme 2017-18 Onwards. The detail syllabus for digital image processing is as follows.
Digital Image Processing Syllabus for Computer Engineering (CE) 3rd Year 5th Sem 2017-18 DBATU
Course Objectives and Outcomes:
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Detailed Content:
Introduction:
Expansion of functions, Multi-resolution analysis, Scaling functions, MRA refinement equation, Wavelet series expansion, Discrete Wavelet Transform (DWT), Continuous Wavelet Transform, Fast Wavelet Transform, 2-D wavelet Transform, JPEG-2000 encoding, Digital Image Watermarking.
Boundary detection based techniques, Point, line detection, Edge detection, Edge linking, local processing, regional processing, Hough transform, Thresholding, Iterative thresholding, Otsu’s method, Moving averages, Multi-variable thresholding, Region-based segmentation, Watershed algorithm, Use of motion in segmentation.
Reference Book:
- Digital Image Processing, 3rd Edition, by Rafael C. Gonzalez and Richard E. Woods, Pearson Education.
- Ramesh R. Manza, Yogesh M. Rajput, Deepali Rathod, Manjiri B. Patwari, Understanding Digital Image Processing Using MATLAB, SPD Publication.
- William K. Pratt, Digital Image Processing, PIKS Scientific Inside, Fourth Edition, Wiley Publication.
- J. R. Parker, Algorithms for Image Processing and Computer Vision, 2nd Edition, O’Reilly Media.
- S. Jayaraman, S. Esakkirajan, T. Veerakumar, Digital Image Processing, McGraw-Hill Publication.
For detail syllabus of all subjects of Computer Engineering (CE) 5th Sem 2017-18 onwards, visit CE 5th Sem Subjects of 2017-18 Onwards.