Show simple item record

dc.contributor.authorShkvarko, Yuriy
dc.contributor.authorVillalón-Turrubiates, Iván E.
dc.date.accessioned2016-04-22T21:42:44Z
dc.date.available2016-04-22T21:42:44Z
dc.date.issued2007
dc.identifier.citationYuriy Shkvarko, Iván Villalón-Turrubiates, “Remote Sensing Imagery and Signature Fields Reconstruction via Aggregation of Robust Regularization with Neural Computing”, en Advanced Concepts for Intelligent Vision Systems – Lecture Notes in Computer Science, J. Blanc-Talon et al., Ed. Alemania: Springer Berlin Heidelberg, 2007, pp. 865-876.es
dc.identifier.isbn978-3-540-74606-5
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/11117/3309
dc.descriptionThe robust numerical technique for high-resolution reconstructive imaging and scene analysis is developed as required for enhanced remote sensing with large scale sensor array radar/synthetic aperture radar. First, the problem-oriented modification of the previously proposed fused Bayesian- regularization (FBR) enhanced radar imaging method is performed to enable it to reconstruct remote sensing signatures (RSS) of interest alleviating problem ill-poseness due to system-level and model-level uncertainties. Second, the modification of the Hopfield-type maximum entropy neural network (NN) is proposed that enables such NN to perform numerically the robust adaptive FBR technique via efficient NN computing. Finally, we report some simulation results of hydrological RSS reconstruction from enhanced real-world environmental images indicative of the efficiency of the devel- oped method.es
dc.description.sponsorshipCinvestaves
dc.language.isoenges
dc.publisherSpringeres
dc.relation.ispartofseriesAdvanced Concepts for Intelligent Vision Systems – Lecture Notes in Computer Science;
dc.rights.urihttp://quijote.biblio.iteso.mx/licencias/CC-BY-NC-2.5-MX.pdfes
dc.subjectRemote Sensinges
dc.subjectFused Bayesian Regularizationes
dc.subjectNeural Networkses
dc.titleRemote Sensing Imagery and Signature Fields Reconstruction via Aggregation of Robust Regularization With Neural Computinges
dc.typeinfo:eu-repo/semantics/bookPartes
rei.revisorSpringer
rei.peerreviewedYeses


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record