glimpse.hpp File Reference

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Classes
class	mlpack::ann::Glimpse< InputDataType, OutputDataType >
	The glimpse layer returns a retina-like representation (down-scaled cropped images) of increasing scale around a given location in a given image. More...
class	mlpack::ann::MeanPoolingRule

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::ann
	Artificial Neural Network.

Detailed Description

Author

Marcus Edel

Definition of the GlimpseLayer class, which takes an input image and a location to extract a retina-like representation of the input image at different increasing scales.

For more information, see the following.

@article{CoRR2014,
  author  = {Volodymyr Mnih, Nicolas Heess, Alex Graves, Koray Kavukcuoglu},
  title   = {Recurrent Models of Visual Attention},
  journal = {CoRR},
  volume  = {abs/1406.6247},
  year    = {2014},
}

Definition in file glimpse.hpp.