List of CV topics

From Computer vision

'Computer Vision is the science and engineering of creating hardware and software which can analyse and understand images and video. Below is a list of related topics.

Contents 1 How Image Are Interpeted 2 Basic Image Operation 3 Frequency Domain 4 Morphology 5 Fractals 6 Compression 7 Statistical Filtering 8 Non linear filtering 9 Feature Extraction 10 Optical flow 11 Stereo vision 12 Tracking 13 Motion estimation 14 Object recognition 15 Color 16 Implementation 17 Cameras

[edit] How Image Are Interpeted

• Signal approach
• Matrix Approach
• Hyperplane

[edit] Basic Image Operation

• Rotation, scaling, translation
• quantization
• Edge detection
• boolean operations
• component analysis
• histogram processing
• scale space representation
• Pixel neighbourhood

[edit] Frequency Domain

• introduction to frequency domain
• PSD
• FFT
• zero padding
• windowing (Hanning, Blackman, raised cosine)
• circular convoultion
• inverse filtering
• weiner filtering

[edit] Morphology

• dilation, erosion
• opening and closing
• grayscale
• idempotency
• skelatonization

[edit] Fractals

• Introduction
• Fractal Compression

[edit] Compression

• Introduction
• Huffman
• Artimatic
• jpeg
• png
• Mu-law
• Symbol Based

[edit] Statistical Filtering

• Median Filter
• Anistropic Diffusion
• Symmetric nearest neighbor mean filtering

[edit] Non linear filtering

• Gaussian filtering
• Salt and pepper noise

[edit] Feature Extraction

• Gabor filtering
• Texture analysis

[edit] Optical flow

• Optical flow

[edit] Stereo vision

• Machine vision
• Stereo vision

[edit] Tracking

• Tracking

[edit] Motion estimation

• Motion estimation
• Motion segmentation

[edit] Object recognition

• Probability overview (bayes, dempster shaefer, etc)
• Feature generation
• Classifiers and Discriminants
• High level analysis.

[edit] Color

• Colorspaces
• Extraction, constancy

[edit] Implementation

• Languages
• Libraries
• Optimization techniques
• Specialized hardware

[edit] Cameras

• Types: CCD, cmos
• Calibration
• Color constancy