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Machine Vision, 3rd Edition by E. R. Davies

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Biologically Inspired Recognition Schemes

Analogies with the processes being used in the human brain have led to a number of biologically inspired recognition methods–notably genetic algorithms and artificial neural networks.The resulting techniques have proceeded far enough to be widely useful and nowadays must at least be considered when producing new vision algorithms. This chapter outlines the situation regarding these techniques.

Look out for:

• how artificial neural networks can be trained systematically.

• the fact that neural networks are alternative implementations of statistical

pattern recognition techniques and are therefore subject to the same underlying rules.

• the problem of overfitting to the training data.

• problems that ...

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