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July 25th, 2016, 09:59 AM
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VTU Image Processing Syllabus
Hi I am a student of the VTU and need the syllabus for the Image Processing part so can you please provide me the same??? Hi below I have given you the VTU Image Processing Syllabus so you can have a look VTU Image Processing Syllabus PART – A UNIT - 1 DIGITAL IMAGE FUNDAMENTALS: What is Digital Image Processing. fundamental Steps in Digital Image Processing, Components of an Image processing system, elements of Visual Perception. 6 Hours UNIT - 2 Image Sensing and Acquisition, Image Sampling and Quantization, Some Basic Relationships between Pixels, Linear and Nonlinear Operations. 6 Hours UNIT - 3 IMAGE TRANSFORMS: Two-dimensional orthogonal & unitary transforms, properties of unitary transforms, two dimensional discrete Fourier transform. 7 Hours UNIT - 4 Discrete cosine transform, sine transform, Hadamard transform, Haar transform, Slant transform, KL transform. 7 Hours PART – B UNIT - 5 IMAGE ENHANCEMENT: Image Enhancement in Spatial domain, Some Basic Gray Level Trans -formations, Histogram Processing, Enhancement Using Arithmetic/Logic Operations. 7 Hours UNIT - 6 Basics of Spatial Filtering Image enhancement in the Frequency Domain filters, Smoothing Frequency Domain filters, Sharpening Frequency Domain filters, homomorphic filtering. 6 Hours UNIT - 7 Model of image degradation/restoration process, noise models, Restoration in the Presence of Noise, Only-Spatial Filtering Periodic Noise Reduction by Frequency Domain Filtering, Linear Position-Invariant Degradations, inverse filtering, minimum mean square error (Weiner) Filtering, 7 Hours UNIT - 8 Color Fundamentals. Color Models, Pseudo color Image Processing., processing basics of full color image processing 6 Hours TEXT BOOK: 1. “Digital Image Processing” , Rafael C.Gonzalez, Richard E. Woods, etl , TMH , 2nd Edition 2010. REFERENCE BOOKS: 1.“Fundamentals of Digital Image Processing” , Anil K. Jain, Pearson Education, 2001. 2.“Digital Image Processing and Analysis” , B. Chanda and D. Dutta Majumdar, PHI, 2003. Address: VTU Jnana Sangama, VTU Main Road, Machhe, Belagavi, Karnataka 590018 Phone: 0831 249 8196 Last edited by Neelurk; April 20th, 2020 at 12:31 PM. |