Course Details
Subject {L-T-P / C} : BM6332 : Medical Imaging and Image Processing { 3-0-0 / 3}
Subject Nature : Theory
Coordinator : Prof. Kunal Pal
Syllabus
Medical imaging systems: Medical images obtained with ionizing radiations, Medical images obtained with non-ionizing radiations. Fundamentals of Digital Image Processing, Image enhancement in spatial domain, Image enhancement in frequency domain, Image restoration, Morphological image processing, Image segmentation, Image compression, Fundamentals of color image processing, Feature recognition and classification, 3D visualization, Machine vision, Medical applications of imaging
Course Objectives
- To learn the basic fundamentals of medical imaging systems
- To learn the basics of digital image processing techniques
- To have an understanding on the application of digital image processing techniques on medical images
Course Outcomes
The students will gain knowledge on the basic principles of medical imaging systems and the applications of image processing techniques on medical images
Essential Reading
- W. Birkfellner, Applied Medical Image Processing: A Basic Course, CRC Press , Second Edition, 2014
- I. Bankman, Handbook of Medical Image Processing and Analysis, Academic Press , Second Edition, 2008
Supplementary Reading
- R. C. Gonzalez, Digital Image Processing, Pearson Education India , Third Edition, 2013
- S. Jayaraman, T. Veerakumar, S. Esakkirajan, Digital Image Processing, McGraw Hill Education , 2017