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Computer Vision IPU CSC notes and question paper free download - Dipesh S - 05-03-2017
SYLLABUS:-
UNIT I
Geometric Image Features
Elements of Differential Geometry, Contour Geometry,
Analytical Image Features
Elements of Analytical Euclidean Geometry, Geometric Camera Parameters, Calibration Methods.
UNIT II
Linear Filters
Linear Filters and Convolution, Shift invariant linear systems, Spatial Frequency and Fourier Transforms, Sampling and Aliasing
Edge Detection
Estimating Derivatives with Finite Differences, Noise, Edges and Gradient-based Edge Detectors.
UNIT III
Texture
Representing Texture, Analysis (and Synthesis) Using Oriented Pyramids, Application: Synthesizing Textures for Rendering, Shape from Texture: Planes and Isotropy
Shape from Shading
Introduction to the concept of Shading From Shading (SFS), Application of SFS (Texture Shop, Image-Based Material Emitting, Optimization Based SFS), Photometric stereo, Spherical Illumination, Displacement Mapping, Feature Mapping.
UNIT IV
Affine Structure from Motion
Elements of Affine Geometry, Affine Structure from Two Images, Affine Structure from Multiple Images, From Affine to Euclidean Images, Affine Motion Segmentation
Projective Structure from Motion
Elements of Projective Geometry.