Refereed full papers (journals, book chapters, international conferences)

1992

@article{PeL1992,
	vgclass =	{refpap},
	vgproject =	{nn,invariance},
	author =	{Stavros J. Perantonis and Paulo J.G. Lisboa},
	title =	{Translation, Rotation, and Scale Invariant Pattern
	Recognition by Higher-Order Neural Networks and Moment Classifiers},
	journal =	{IEEE Transactions on Neural Networks},
	volume =	{3},
	number =	{2},
	pages =	{241--251},
	month =	{March},
	year =	{1992},
	abstract =	{The classification and recognition of two-dimensional
	patterns independently of their position, orientation, and size by
	using high-order networks are discussed. A method is introduced for
	reducing and controlling the number of weights of a third-order network
	used for invariant pattern recognition. The method leads to economical
	networks that exhibit high recognition rates for translated, rotated,
	and scaled, as well as locally distorted, patterns. The performance of
	these networks at recognizing typed and handwritten numerals
	independently of their position, size and orientation is compared with
	and found superior to the performance of a layered feedforward network
	to which image features extracted by the method of moments are
	presented as input.},
}