FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W779308442> ?p ?o ?g. }

• W779308442 abstract "There is increasing interest in using synthetic aperture radar (SAR) images in automated target recognition and decision-making tasks. The success of such tasks depends on how well the reconstructed SAR images exhibit certain features of the underlying scene. Based on the observation that typical underlying scenesusually exhibit sparsity in terms of such features, we develop an image formation method which formulates the SAR imaging problem as a sparse signal representation problem. Sparse signal representation, which has mostly been exploited in real-valued problems, has many capabilities such as superresolution and feature enhancement for various reconstruction and recognition tasks. However, for problems of complex-valued nature, such as SAR, a key challenge is how to choose the dictionary and the representation scheme for effective sparse representation. Since we are usually interested in features of the magnitude of the SAR reflectivity field, our new approach is designed to sparsely represent the magnitude of the complex-valued scattered field. This turns the image reconstruction problem into a joint optimization problem over the representation of magnitude and phase of the underlying field reflectivities. We develop the mathematical framework for this method and propose an iterative solution for the corresponding joint optimization problem. Our experimental results demonstrate the superiority of this method over previous approaches in terms of both producing high quality SAR images as well as exhibiting robustness to uncertain or limited data." @default.
• W779308442 created "2016-06-24" @default.
• W779308442 creator A5002448862 @default.
• W779308442 creator A5017228370 @default.
• W779308442 creator A5053874819 @default.
• W779308442 date "2010-06-26" @default.
• W779308442 modified "2023-09-23" @default.
• W779308442 title "Sparse representation-based SAR imaging" @default.
• W779308442 cites W1527747735 @default.
• W779308442 cites W1667165204 @default.
• W779308442 cites W1965392255 @default.
• W779308442 cites W1977136314 @default.
• W779308442 cites W1986931325 @default.
• W779308442 cites W1996726072 @default.
• W779308442 cites W2004544971 @default.
• W779308442 cites W2032119112 @default.
• W779308442 cites W2032885709 @default.
• W779308442 cites W2036488048 @default.
• W779308442 cites W2037521346 @default.
• W779308442 cites W2069260179 @default.
• W779308442 cites W2073354982 @default.
• W779308442 cites W2073413629 @default.
• W779308442 cites W2099641086 @default.
• W779308442 cites W2109505704 @default.
• W779308442 cites W2120954952 @default.
• W779308442 cites W2122221303 @default.
• W779308442 cites W2122961301 @default.
• W779308442 cites W2132680427 @default.
• W779308442 cites W2136005975 @default.
• W779308442 cites W2146499935 @default.
• W779308442 cites W2154996879 @default.
• W779308442 cites W2158940042 @default.
• W779308442 cites W2161645016 @default.
• W779308442 cites W2167400582 @default.
• W779308442 cites W2167839759 @default.
• W779308442 cites W2168850184 @default.
• W779308442 cites W2741474481 @default.
• W779308442 cites W2798909945 @default.
• W779308442 cites W380377359 @default.
• W779308442 cites W75175474 @default.
• W779308442 cites W1989573636 @default.
• W779308442 hasPublicationYear "2010" @default.
• W779308442 type Work @default.
• W779308442 sameAs 779308442 @default.
• W779308442 citedByCount "2" @default.
• W779308442 countsByYear W7793084422021 @default.
• W779308442 crossrefType "journal-article" @default.
• W779308442 hasAuthorship W779308442A5002448862 @default.
• W779308442 hasAuthorship W779308442A5017228370 @default.
• W779308442 hasAuthorship W779308442A5053874819 @default.
• W779308442 hasConcept C104317684 @default.
• W779308442 hasConcept C10929652 @default.
• W779308442 hasConcept C11413529 @default.
• W779308442 hasConcept C124066611 @default.
• W779308442 hasConcept C137836250 @default.
• W779308442 hasConcept C138885662 @default.
• W779308442 hasConcept C141379421 @default.
• W779308442 hasConcept C153180895 @default.
• W779308442 hasConcept C154945302 @default.
• W779308442 hasConcept C17744445 @default.
• W779308442 hasConcept C185592680 @default.
• W779308442 hasConcept C199539241 @default.
• W779308442 hasConcept C202444582 @default.
• W779308442 hasConcept C2776359362 @default.
• W779308442 hasConcept C2776401178 @default.
• W779308442 hasConcept C31972630 @default.
• W779308442 hasConcept C33923547 @default.
• W779308442 hasConcept C41008148 @default.
• W779308442 hasConcept C41895202 @default.
• W779308442 hasConcept C554190296 @default.
• W779308442 hasConcept C55493867 @default.
• W779308442 hasConcept C63479239 @default.
• W779308442 hasConcept C76155785 @default.
• W779308442 hasConcept C87360688 @default.
• W779308442 hasConcept C94625758 @default.
• W779308442 hasConcept C9652623 @default.
• W779308442 hasConceptScore W779308442C104317684 @default.
• W779308442 hasConceptScore W779308442C10929652 @default.
• W779308442 hasConceptScore W779308442C11413529 @default.
• W779308442 hasConceptScore W779308442C124066611 @default.
• W779308442 hasConceptScore W779308442C137836250 @default.
• W779308442 hasConceptScore W779308442C138885662 @default.
• W779308442 hasConceptScore W779308442C141379421 @default.
• W779308442 hasConceptScore W779308442C153180895 @default.
• W779308442 hasConceptScore W779308442C154945302 @default.
• W779308442 hasConceptScore W779308442C17744445 @default.
• W779308442 hasConceptScore W779308442C185592680 @default.
• W779308442 hasConceptScore W779308442C199539241 @default.
• W779308442 hasConceptScore W779308442C202444582 @default.
• W779308442 hasConceptScore W779308442C2776359362 @default.
• W779308442 hasConceptScore W779308442C2776401178 @default.
• W779308442 hasConceptScore W779308442C31972630 @default.
• W779308442 hasConceptScore W779308442C33923547 @default.
• W779308442 hasConceptScore W779308442C41008148 @default.
• W779308442 hasConceptScore W779308442C41895202 @default.
• W779308442 hasConceptScore W779308442C554190296 @default.
• W779308442 hasConceptScore W779308442C55493867 @default.
• W779308442 hasConceptScore W779308442C63479239 @default.
• W779308442 hasConceptScore W779308442C76155785 @default.
• W779308442 hasConceptScore W779308442C87360688 @default.

• next