Matches in SemOpenAlex for { <https://semopenalex.org/work/W1814440097> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W1814440097 abstract "This paper describes the implementation of a method for image restoration based on neural nets. The idea is to apply a well-known deterministic regularisation function in an iterative energy minimisation procedure to a multilayer perceptron (MLP). At every iteration, the neural net simulates an approach to both the degradation process, using the aperiodic model (backward), and the restoration process (forward), including the truncation (loss) of the borders and their regeneration (approach) with no a priori knowledge, assumption, or estimation concerning those lost borders. As no net training is required, no images are involved in this non-existent process. Within the strategy of global energy minimisation, the borders are regenerated while adapting the centre of the image to the optimum linear solution. The proposed tests compare the restoration results with those given by the pure aperiodic model (no border truncation) and the circulant model. The restoration error is computed for different concentric areas of the image, showing the adaptation provided by the neural net up to the borders. Moreover, pure aperiodic and circulant models can be obtained as particular implementations of the method proposed in this work." @default.
- W1814440097 created "2016-06-24" @default.
- W1814440097 creator A5000429128 @default.
- W1814440097 creator A5013314446 @default.
- W1814440097 creator A5072650159 @default.
- W1814440097 date "2003-06-25" @default.
- W1814440097 modified "2023-09-30" @default.
- W1814440097 title "Truncated edges estimation using MLP neural nets applied to regularized image restoration" @default.
- W1814440097 cites W1545988247 @default.
- W1814440097 cites W2096798358 @default.
- W1814440097 cites W2124776405 @default.
- W1814440097 cites W2149479098 @default.
- W1814440097 cites W2150060382 @default.
- W1814440097 doi "https://doi.org/10.1109/icip.2002.1038030" @default.
- W1814440097 hasPublicationYear "2003" @default.
- W1814440097 type Work @default.
- W1814440097 sameAs 1814440097 @default.
- W1814440097 citedByCount "1" @default.
- W1814440097 crossrefType "proceedings-article" @default.
- W1814440097 hasAuthorship W1814440097A5000429128 @default.
- W1814440097 hasAuthorship W1814440097A5013314446 @default.
- W1814440097 hasAuthorship W1814440097A5072650159 @default.
- W1814440097 hasConcept C104247578 @default.
- W1814440097 hasConcept C106430172 @default.
- W1814440097 hasConcept C11413529 @default.
- W1814440097 hasConcept C114614502 @default.
- W1814440097 hasConcept C115961682 @default.
- W1814440097 hasConcept C126255220 @default.
- W1814440097 hasConcept C154945302 @default.
- W1814440097 hasConcept C33923547 @default.
- W1814440097 hasConcept C41008148 @default.
- W1814440097 hasConcept C50644808 @default.
- W1814440097 hasConcept C9417928 @default.
- W1814440097 hasConceptScore W1814440097C104247578 @default.
- W1814440097 hasConceptScore W1814440097C106430172 @default.
- W1814440097 hasConceptScore W1814440097C11413529 @default.
- W1814440097 hasConceptScore W1814440097C114614502 @default.
- W1814440097 hasConceptScore W1814440097C115961682 @default.
- W1814440097 hasConceptScore W1814440097C126255220 @default.
- W1814440097 hasConceptScore W1814440097C154945302 @default.
- W1814440097 hasConceptScore W1814440097C33923547 @default.
- W1814440097 hasConceptScore W1814440097C41008148 @default.
- W1814440097 hasConceptScore W1814440097C50644808 @default.
- W1814440097 hasConceptScore W1814440097C9417928 @default.
- W1814440097 hasLocation W18144400971 @default.
- W1814440097 hasOpenAccess W1814440097 @default.
- W1814440097 hasPrimaryLocation W18144400971 @default.
- W1814440097 hasRelatedWork W1533030440 @default.
- W1814440097 hasRelatedWork W1968524744 @default.
- W1814440097 hasRelatedWork W2156581516 @default.
- W1814440097 hasRelatedWork W2379304903 @default.
- W1814440097 hasRelatedWork W2737818580 @default.
- W1814440097 hasRelatedWork W2785921341 @default.
- W1814440097 hasRelatedWork W2809489939 @default.
- W1814440097 hasRelatedWork W2883781643 @default.
- W1814440097 hasRelatedWork W2936927208 @default.
- W1814440097 hasRelatedWork W2937737764 @default.
- W1814440097 hasRelatedWork W2973871753 @default.
- W1814440097 hasRelatedWork W2990761096 @default.
- W1814440097 hasRelatedWork W3100774664 @default.
- W1814440097 hasRelatedWork W3114331566 @default.
- W1814440097 hasRelatedWork W3128692611 @default.
- W1814440097 hasRelatedWork W3160560632 @default.
- W1814440097 hasRelatedWork W755379066 @default.
- W1814440097 hasRelatedWork W2928258008 @default.
- W1814440097 hasRelatedWork W2966118374 @default.
- W1814440097 hasRelatedWork W3180701267 @default.
- W1814440097 isParatext "false" @default.
- W1814440097 isRetracted "false" @default.
- W1814440097 magId "1814440097" @default.
- W1814440097 workType "article" @default.