Electronics and Telecommunication Engineering - Vishwakarma ...
Electronics and Telecommunication Engineering - Vishwakarma ...
Electronics and Telecommunication Engineering - Vishwakarma ...
You also want an ePaper? Increase the reach of your titles
YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.
Bansilal Ramnath Agarwal Charitable Trust’s<br />
<strong>Vishwakarma</strong> Institute of Technology, Pune – 411 037<br />
Department of <strong>Electronics</strong> <strong>and</strong> <strong>Telecommunication</strong> <strong>Engineering</strong><br />
FF No.: 654<br />
EC42106 :: Digital Image Processing<br />
Credits: 03<br />
Teaching Scheme: - Theory 3 Hrs/Week<br />
Prerequisites: Digital Signal Processing.<br />
Objectives:<br />
• To familiarize the student with the basic concepts about image, its formation, human<br />
visual system <strong>and</strong> its limitations<br />
• To underst<strong>and</strong> various image enhancement approaches<br />
• To apply the basic morphology principles<br />
• To underst<strong>and</strong> image segmentation<br />
• To learn basic ideas of image compression<br />
• To prepare the background for student to apply principles learnt to practical cases<br />
• Mapping with PEOs:2,3,5,6,7,8,9<br />
Unit I<br />
Digital Image Fundamentals <strong>and</strong> Image Enhancement<br />
(8 Hrs)<br />
A. Elements of visual perception, Image sampling & Quantization, color fundamentals,<br />
color models, pseudo color image processing. Basic grey level transformations,<br />
histogram processing, enhancement using arithmetic <strong>and</strong> logic operators, spatial<br />
filtering – smoothing <strong>and</strong> sharpening filters. Smoothing <strong>and</strong> sharpening<br />
B. frequency domain filters<br />
Unit II<br />
Morphological Image Processing<br />
(6 Hrs)<br />
A. Neighbourhood concepts, adjacency <strong>and</strong> distance measures, dilation & erosion,<br />
opening & closing operations, basic morphological operations such as region filling,<br />
thinning, thickening, skeletons, pruning for binary <strong>and</strong> gray scale images.<br />
B. Morphological operations for gray scale images.<br />
Unit III<br />
Image Segmentation<br />
(8 Hrs)<br />
A. Detection of discontinuities, edge linking <strong>and</strong> boundary detection, thresholding,<br />
region based segmentation, use of watersheds, image representation- chain codes,<br />
boundary descriptors & regional descriptors<br />
B. Other segmentation techniques<br />
Structure & Syllabus of B.E (E&TC) Program – Pattern ‘C11’, Rev01, dt. 2/4/2011<br />
55