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.
[edit] How Image Are Interpeted
[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
[edit] Fractals
- Introduction
- Fractal Compression
[edit] Compression
[edit] Statistical Filtering
- Median Filter
- Anistropic Diffusion
- Symmetric nearest neighbor mean filtering
[edit] Non linear filtering
[edit] Feature Extraction
[edit] Optical flow
[edit] Stereo vision
[edit] Tracking
[edit] Motion estimation
[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
