Anna University B.Tech GI (R13) 5th Sem Digital Image Processing for Geoinformatics Engineers Detailed Syllabus

Digital Image Processing for Geoinformatics Engineers Syllabus for B.Tech 5th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.

The detailed syllabus for Digital Image Processing for Geoinformatics Engineers B.Tech (R13) fifthsem is as follows

OBJECTIVES:

To make the undergraduate Engineering Students understand the concepts, principles, processing of Satellite data in order to extract useful information from them.

UNIT I : FUNDAMENTALS OF IMAGE PROCESSING      [9 hours]
Information Systems – Encoding and decoding – acquisition, storage and retrieval –data products Digital Image Processing Systems – Hardware and software design consideration Scanner, digitizer – photo write systems.

UNIT II : SENSOR MODELS AND PRE PROCESSING        [9 hours]
Image Fundamentals – Sensor models – spectral response – Spatial response – IFOV,GIFOV & GSI – Simplified Sensor Models – Sampling & quantization concepts – Image Representation & geometry and Radiometry – Colour concepts – Sources of Image degradation and Correction procedures- Atmospheric Radiometric, Geometric Corrections- Image Geometry Restoration Interpolation methods and resampling techniques.

UNIT III : IMAGE ENHANCEMENT         [9 hours]
Image Characteristics – Histograms – Scatter grams – Univariate and multi variate statistics enhancement 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 – Fourier Transformations- inverse transformations wavelet & curvelet transformations.

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TOTAL : 45 PERIODS

OUTCOMES: At the end of the course the student will be able to understand

• Various components and characteristics of image processing systems
• The concepts of image geometry and radiometry and corrections
• Various types of image enhancement techniques used for satellite image processing
• The concepts of Image classification and use of various classifiers
• Various object recognisation techniques available for extraction of features

TEXTBOOKS:

• John, R. Jensen, “Introductory Digital Image Processing”, 3rd edition, Prentice Hall, New Jersey, 2005
• Robert, A. Schowengergt, “Techniques for Image Processing and classification in RemoteSensing”, 1983.

REFERENCES:

• 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 Springer –
  Verlag 1993.
• Rafael C. Gonzalez and Richard Eugene Woods “Digital Image Processing, Pearson/ Prentice Hall, 2008
• Annadurai.S, “Fundamentals of Digital Image Processing Pearson Education, 2007

For all other B.Tech GI 5th sem syllabus go to Anna University B.Tech GEOINFORMATICS ENGINEERING (GI) 5th Sem Course Structure for (R13) Batch.All details and yearly new syllabus will be updated here time to time. Subscribe, like us on facebook and follow us on google plus for all updates.

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