Vishwakarma Institute of Technology B.E. (Electronics)
Vishwakarma Institute of Technology B.E. (Electronics)
Vishwakarma Institute of Technology B.E. (Electronics)
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Bansilal Ramnath Agarwal Charitable Trust’s<br />
<strong>Vishwakarma</strong> <strong>Institute</strong> <strong>of</strong> <strong>Technology</strong>, Pune – 411 037<br />
Department <strong>of</strong> <strong>Electronics</strong> Engineering<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,<br />
human visual system and its limitations<br />
• To understand various image enhancement approaches<br />
• To apply the basic morphology principles<br />
• To understand image segmentation<br />
• To learn basic ideas <strong>of</strong> image compression<br />
• To prepare the background for student to apply principles learnt to practical cases<br />
• Mapping with PEO : 1,2,3,6,7,8,9<br />
Unit I<br />
Digital Image Fundamentals and Image Enhancement<br />
(8 Hrs)<br />
A) Elements <strong>of</strong> visual perception, Image sampling & Quantization, colour<br />
fundamentals, colour models, pseudo colour image processing. Basic grey level<br />
transformations, histogram processing, enhancement using arithmetic and logic<br />
operators, spatial filtering – smoothing and sharpening filters. Smoothing and<br />
sharpening<br />
B) frequency domain filters<br />
Unit II<br />
Morphological Image Processing<br />
(6 Hrs)<br />
A) Neighbourhood concepts, adjacency and distance measures, dilation & erosion,<br />
opening & closing operations, basic morphological operations such as region<br />
filling, thinning, thickening, skeletons, pruning for binary and gray scale images.<br />
B) Morphological operations for gray scale images.<br />
Unit III<br />
Image Segmentation<br />
(8 Hrs)<br />
Structure & Syllabus <strong>of</strong> B.E (<strong>Electronics</strong> ) Program – Pattern ‘C11’, Rev01, dt. 2/4/2011<br />
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