Computer Vision IPU CSC notes and question paper free download

[Dipesh S]

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.

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