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.<\/p>\n
The detailed syllabus for Digital Image Processing for Geoinformatics Engineers B.Tech (R13) fifthsem is as follows<\/p>\n
OBJECTIVES:<\/strong><\/p>\n To make the undergraduate Engineering Students understand the concepts, principles,\u00a0processing of Satellite data in order to extract useful information from them.<\/p>\n UNIT I : FUNDAMENTALS OF IMAGE PROCESSING \u00a0<\/strong> \u00a0 \u00a0[9 hours] UNIT II : SENSOR MODELS AND PRE PROCESSING \u00a0<\/strong> \u00a0 \u00a0 \u00a0[9 hours] UNIT III : IMAGE ENHANCEMENT \u00a0 \u00a0<\/strong>\u00a0 \u00a0 \u00a0[9 hours]
\nInformation Systems – Encoding and decoding – acquisition, storage and retrieval \u2013data products Digital\u00a0Image Processing Systems – Hardware and software design consideration Scanner,\u00a0digitizer – photo write systems.<\/p>\n
\nImage Fundamentals \u2013 Sensor models \u2013 spectral response \u2013 Spatial response \u2013 IFOV,GIFOV &\u00a0GSI \u2013 Simplified Sensor Models \u2013 Sampling & quantization concepts \u2013 Image Representation &\u00a0geometry and Radiometry \u2013 Colour concepts \u2013 Sources of Image degradation and Correction\u00a0procedures- Atmospheric Radiometric, Geometric Corrections- Image Geometry Restoration Interpolation\u00a0methods and resampling techniques.<\/p>\n
\nImage Characteristics – Histograms – Scatter grams \u2013 Univariate and multi variate statistics enhancement\u00a0in spatial domain \u2013 global, local & colour Transformations \u2013 PC analysis, edge\u00a0detections, merging- filters- convolution \u2013 LPF, HPF , HBF, directional box, cascade \u2013\u00a0Morphological and adaptive filters \u2013 Zero crossing filters \u2013 scale space transforms \u2013 power\u00a0spectrum \u2013 texture analysis – Fourier Transformations- inverse transformations wavelet &\u00a0curvelet transformations.<\/p>\n