Tasks
Digital image processing allows the use of much more complex algorithms, and hence, can offer both more sophisticated performance at simple tasks, and the implementation of methods which would be impossible by analog means.
In particular, digital image processing is the only practical technology for:
- Classification
- Feature extraction
- Pattern recognition
- Projection
- Multi-scale signal analysis
Some techniques which are used in digital image processing include:
- Pixelation
- Linear filtering
- Principal components analysis
- Independent component analysis
- Hidden Markov models
- Anisotropic diffusion
- Partial differential equations
- Self-organizing maps
- Neural networks
- Wavelets
Read more about this topic: Digital Image Processing
Famous quotes containing the word tasks:
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—Herbert Hoover (1874–1964)
“Mankind always sets itself only such tasks as it can solve; since, looking at the matter more closely, we will always find that the task itself arises only when the material conditions necessary for its solution already exist or are at least in the process of formation.”
—Karl Marx (1818–1883)
“A father who will pursue infant care tasks with ease and proficiency is simply a father who has never been led to believe he couldn’t.”
—Michael K. Meyerhoff (20th century)