Satellite Image Processing detailed syllabus for Civil Engineering (Civil) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the Civil students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Civil Engineering 6th Sem scheme and its subjects, do visit Civil 6th Sem 2021 regulation scheme. For Professional Elective-IV scheme and its subjects refer to Civil Professional Elective-IV syllabus scheme. The detailed syllabus of satellite image processing is as follows.
Course Objectives:
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Unit I
FUNDAMENTALS OF IMAGE PROCESSING 9 Information Systems – Encoding and decoding – acquisition, storage and retrieval -data products -satellite data formats – Digital Image Processing Systems – Hardware and software design consideration Scanner, digitizer – photo write systems.
Unit II
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Unit III
IMAGE ENHANCEMENT 9 Image Characteristics – Histograms – Scattergrams – Univariate and multi variate statisticsenhancement in spatial domain – global, local & colour Transformations – PC analysis, edge detections, merging – filters – convolution – LPF, HPF , HBF, directional box, cascade -Morphological and adaptive filters – Zero crossing filters – scale space transforms – power spectrum – texture analysis – frequency transformations – Fourier, wavelet and curvelet transformations.
Unit IV
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Unit V
ADVANCED CLASSIFIERS 9 Fuzzy set classification – sub- pixel classifier – hybrid classifiers, Texture based classification – Object based classifiers – Artificial Neural nets – Hebbian leaning – Expert system, types and examples – Knowledge systems.
Course Outcomes:
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Text Books:
- John, R. Jensen, Introductory Digital Image Processing, Prentice Hall, New Jersey, 4th Edition, 2015.
- Robert, A. Schowengergt, Techniques for Image Processing and classification in Remote Sensing, Academic Press, 2012.
Reference Books:
- Robert, G. Reeves,- Manual of Remote Sensing Vol. I & II – American Society of Photogrammetry, Falls, Church, USA, 1983.
- Richards, Remote sensing digital Image Analysis – An Introduction 5th Edition ,2012,Springer -Verlag 1993.
- Digital Image Processing by Rafael C. Gonzalez,Richard Eugene Woods- Pearson/Prentice Hall,2008
- Fundamentals of Digital Image Processing by Annadurai Pearson Education (2006)
- Digital Image Processing: PIKS Scientific Inside by William K. Pratt 4th Edition,Wiley Interscience,2007.
For detailed syllabus of all the other subjects of Civil Engineering 6th Sem, visit Civil 6th Sem subject syllabuses for 2021 regulation.
For all Civil Engineering results, visit Anna University Civil all semester results direct link.