2003 Course - K. K. Wagh Education Society

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Teaching Scheme Lectures: 4 Hours / Week Practical: 2 Hours / Week Theory: 100 Marks T/W: 25 Marks Examination Scheme Oral: 50 Marks Duration:3 Hrs. Objective: · Introducing The Concept Of Image In Digital Form · Analysis Of Digitized Images. · Processing And Restoration Of Images UNIT I : Introduction Scenes And Images, Application Of Image Processing, Image Processing System ( Hardware, Software ) , Vector Algebra, Orthogonal Transform, Fuzzy Sets And Properties UNIT II : Image Formation And Digitization Geometric Model, Photometric Model, Sampling, Digitization , Elements Of Digital Geometry, Image Properties , Representation. UNIT III : Image Processing Image Enhancement – Contrast Intensification, Smoothening, Sharpening Image Restoration -- Square Error Restoration Techniques, Singular Value Decomposition, Homomorphic Filtering. Image Compressing – Basic – Lossy Compression, Loss-Less Compression
UNIT IV : Segmentation : Region Extraction, Thresholding, Texture Based, Histogram Analysis Edge Detection : Preventive Operators, Edge Filtering Masks Feature Extraction : Representation, Topological Attributes, Geometric Attributes, Spatial Features Recognition : Deterministic, Statistical ,Fuzzy UNIT V : Color image processing and Morphology Color Models, Pseudo coloring And Color Displays, Spatial Interpolation, Binary Morphology –Dilation, Crosion Thinning, Thickening And Pruning, Gray Level Morphology UNIT –VI : Application Of Image Processing Image Processing in Multimedia , Medical Images Capture And Processing, Satellite Imagery, Stereography, Water Marking Text Books : 1. B. Chanda, D.Datta Mujumdar, “Digital Image Processing And Analysis”, PHI , 5 th Reprint ISBN-81-203-1618-5 2. R.C. Gonzalez, R.R. Woods, “Digital Image Processing Person <strong>Education</strong> “, ISBN – 81-7808-629-8 Reference: 1. William Pratt, “Digital Image Processing”, John Willey & Sons Inc. , ISBN-9- 814- 12620-9 2. Anil Jain, “Fundamentals Of Digital Image Processing”, Anil Jain PHI, ISBN-81- 203-0929-4
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2003 Course - K. K. Wagh Education Society

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