IT 523 Digital Image Processing Prof Asim Banerjee

IT 523 Digital Image Processing Prof. Asim Banerjee asim_banerjee@daiict. ac. in IT 523 - Digital Image Processing

Course Structure • M. Tech. Elective* (Group A) • Structure 3– 0– 2– 4 • Lectures – Monday – Tuesday – Thursday *NOTE: 8: 30 to 9: 25 9: 30 to 10: 25 8: 30 to 9: 25 Open to B. Tech. Students IT 523 - Digital Image Processing 2

Course Objectives • Introduce the basics of digital image processing • Allow the students – To actually implement digital image processing algorithms – To be exposed to frontier areas of Digital image processing • To carry out research in the areas of digital image processing. IT 523 - Digital Image Processing 3

Course Outline 1. 2. 3. 4. Image acquisition & representation Image Transforms - two dimensional transforms. Image enhancement, edge detection, histograms. Image restoration: 1. 2. 5. 6. 7. Sources and models of image degradation, point spread functions (psf), stochastic psf, noise in images. Formulation of image restoration problem least square, minimum mean square error (MMSE) and homomorphic filter restoration, linear and non-linear restoration techniques. Mathematical morphology Image Analysis and Recognition Computer Tomography. IT 523 - Digital Image Processing 4

Course Evaluation • • • In-semester Examinations Assignments Lab Challenges Term Paper End Semester Examination Overall Impression IT 523 - Digital Image Processing 20% 15% 15% 30% 05% 5

Books • • R. C. Gonzalez and R. E. Woods “Digital Image Processing” Pearson Education. A. K. Jain: “Fundamentals of digital image processing”, Prentice Hall. W. K. Pratt: “Digital image processing”, Prentice Hall. A. Rosenfeld and A. C. Kak: “Digital image processing”, Academic Press. A. Rosenfeld and A. C. Kak: “Digital image processing”, Vols 1 and 2, Prentice Hall. H. C. Andrew and B. R. Hunt, “Digital image restoration”, Prentice Hall. K. R. Castleman: “Digital image processing”, Prentice Hall. IT 523 - Digital Image Processing 6

Thank You & All The Best IT 523 - Digital Image Processing 7