Invariant image recognition using triple correlations and neural networks

Tirakis, A; Delopoulos, A; Kollias, S

dc.contributor.author	Tirakis, A	en
dc.contributor.author	Delopoulos, A	en
dc.contributor.author	Kollias, S	en
dc.date.accessioned	2014-03-01T02:41:01Z
dc.date.available	2014-03-01T02:41:01Z
dc.date.issued	1994	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/30329
dc.subject	Computational Complexity	en
dc.subject	Efficient Implementation	en
dc.subject	Image Recognition	en
dc.subject	Image Representation	en
dc.subject	Neural Network	en
dc.subject.other	Computational complexity	en
dc.subject.other	Computer architecture	en
dc.subject.other	Correlation methods	en
dc.subject.other	Data reduction	en
dc.subject.other	Feature extraction	en
dc.subject.other	Image analysis	en
dc.subject.other	Image understanding	en
dc.subject.other	Invariance	en
dc.subject.other	Neural networks	en
dc.subject.other	Optical correlation	en
dc.subject.other	Vector quantization	en
dc.subject.other	Vectors	en
dc.subject.other	Invariant recognition	en
dc.subject.other	Multiresolution neural networks	en
dc.subject.other	Triple correlation based image representations	en
dc.subject.other	Object recognition	en
dc.title	Invariant image recognition using triple correlations and neural networks	en
heal.type	conferenceItem	en
heal.identifier.primary	10.1109/ICNN.1994.374863	en
heal.identifier.secondary	http://dx.doi.org/10.1109/ICNN.1994.374863	en
heal.publicationDate	1994	en
heal.abstract	Triple-correlation-based image representations were previously (Delopoulos, Tirakis, and Kollias, 1994) combined with neural network architectures for deriving an invariant, with respect to translation, rotation and dilation, robust classification scheme. Efficient implementations are described in this paper, which reduce the computational complexity of the method. Hierarchical, multiresolution neural networks are proposed as an effective architecture for achieving this purpose	en
heal.publisher	IEEE, Piscataway, NJ, United States	en
heal.journalName	IEEE International Conference on Neural Networks - Conference Proceedings	en
dc.identifier.doi	10.1109/ICNN.1994.374863	en
dc.identifier.volume	6	en
dc.identifier.spage	4055	en
dc.identifier.epage	4060	en