Syllabus

 

Introduction

From Image processing to Computer vision
The Human Visual System

Image Acquisition

Image Sampling
Image Quantization
Histograms

Point Operations

Tone Mapping
Histograms
Histogram Mappings
Multi Image operations

Geometric Operations

Linear Coordinate Transformation
Scaling, Rotation, Translation, Reflection
The inverse transformation
Warping techniques

Spatial Operations

Max/Min/Median
Convolution
Image smoothing using filters

Image sharpening

Image Transform

Fourier Transform
Wavelet Transform
Quadtrees and Pyramids

Image Enhancement

Frequency Filtering
Tomography Reconstruction

Feature Detection

Edge detection
Hough Transform

Segmentation

Region growing
Watershed
Graph Cut
Spectral Clustering

Topics in Computer Vision

Image matching
Stereo
Motion detection
Color


 

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