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List of CV topics
'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.
How Images Are Interpreted
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Basic Image Operation
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- Rotation, scaling, translation
- quantization
- Edge detection
- boolean operations
- component analysis
- histogram processing
- scale space representation
- Pixel neighbourhood
Frequency Domain
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- introduction to frequency domain
- PSD
- FFT
- zero padding
- windowing (Hanning, Blackman, raised cosine)
- circular convoultion
- inverse filtering
- weiner filtering
Morphology
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Fractals
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- Introduction
- Fractal Compression
Compression
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Statistical Filtering
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- Median Filter
- Anistropic Diffusion
- Symmetric nearest neighbor mean filtering
Non linear filtering
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Feature Extraction
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Optical flow
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Stereo vision
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Tracking
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Motion estimation
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Object recognition
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- Probability overview (bayes, dempster shaefer, etc)
- Feature generation
- Classifiers and Discriminants
- High level analysis.
Color
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- Colorspaces
- Extraction, constancy
Implementation
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- Languages
- Libraries
- Optimization techniques
- Specialized hardware
Cameras
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- Types: CCD, cmos
- Calibration
- Color constancy