EC477 Imaging, Informatics and Computational Physics
Course Name:
EC477 Imaging, Informatics and Computational Physics
Programme:
B.Tech (ECE)
Category:
Programme Specific Electives (PSE)
Credits (L-T-P):
(3-1-0) 4
Content:
Physics of imaging, material structure, Imaging methods and modalities, computational aspects, theoretical and applied; modalities in medical imaging, geophysics, applied physics, biology, astronomy, remote sensing and optics; methods and applications in nuclear medical imaging physics and radiology, image guided radiotherapy; computational photography, inverse problems and reconstruction, image informatics; use of optimization, compressed sensing and pattern recognition and machine learning theory; applications of deep learning and artificial intelligence.
References:
Kedar Khare, Fourier Optics and Computational Imaging, Wiley, 2015.
H. K. Huang, PACS and Imaging Informatics: Basic Principles and Applications 2nd Edition, Wiley-Blackwell, 2010.
E. Russell Ritenour and William Hendee, Medical Imaging Physics, Wiley 2002.
B. H Brown, R. H Smallwood, D. C. Barber, P.V Lawford, D.R Hose, Medical Physics and Biomedical Engineering,
CRC Press 1998
S Webb, The Physics of Medical Imaging, Institute of Physics, 1988.
Paul Suetens, Fundamentals of Medical Imaging, Cambridge University Press, 2009.
Thayalan K, The Physics of Radiology and Imaging, Jaypee Brothers 2014.
Tetsuo Asano, Geometry, Morphology and Computational Imaging, Springer 2002.
Department:
Electronics and Communication Engineering(ECE)