Matches in SemOpenAlex for { <https://semopenalex.org/work/W3135094430> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3135094430 endingPage "626" @default.
- W3135094430 startingPage "611" @default.
- W3135094430 abstract "Recently, deep convolutional neural networks have achieved great success for single-image deraining. However, affected by the intrinsic overlapping between rain streaks and background texture patterns, a majority of these methods tend to almost remove texture details in rain-free regions and lead to over-smoothing effects in the recovered background. To generate reasonable rain streak layers and improve the reconstruction quality of the background, we propose a distributed feedback network (DFN) in recurrent structure . A novel feedback block is designed to implement the feedback mechanism. In each feedback block, the hidden state with high-level information (output) will flow into the next iteration to correct the low-level representations (input). By stacking multiple feedback blocks, the proposed network where the hidden states are distributed can extract powerful high-level representations for rain streak layers. Curriculum learning is employed to connect the loss of each iteration and ensure that hidden states contain the notion of output. In addition, a self-ensemble strategy for rain removal task, which can retain the approximate vertical character of rain streaks, is explored to maximize the potential performance of the deraining model. Extensive experimental results demonstrated the superiority of the proposed method in comparison with other deraining methods." @default.
- W3135094430 created "2021-03-15" @default.
- W3135094430 creator A5013584546 @default.
- W3135094430 creator A5025286392 @default.
- W3135094430 creator A5050817770 @default.
- W3135094430 creator A5081149043 @default.
- W3135094430 creator A5082888961 @default.
- W3135094430 creator A5089994414 @default.
- W3135094430 date "2021-09-01" @default.
- W3135094430 modified "2023-10-12" @default.
- W3135094430 title "Distributed feedback network for single-image deraining" @default.
- W3135094430 cites W1972702299 @default.
- W3135094430 cites W1998557720 @default.
- W3135094430 cites W2028990532 @default.
- W3135094430 cites W2029257328 @default.
- W3135094430 cites W2102166818 @default.
- W3135094430 cites W2121396509 @default.
- W3135094430 cites W2123432324 @default.
- W3135094430 cites W2509784253 @default.
- W3135094430 cites W2791826073 @default.
- W3135094430 cites W2803342765 @default.
- W3135094430 cites W2913360047 @default.
- W3135094430 cites W2963017889 @default.
- W3135094430 cites W2963610452 @default.
- W3135094430 cites W2964267765 @default.
- W3135094430 cites W2964350391 @default.
- W3135094430 cites W2965898445 @default.
- W3135094430 cites W2982682687 @default.
- W3135094430 cites W2997916358 @default.
- W3135094430 cites W3010928607 @default.
- W3135094430 cites W3018086504 @default.
- W3135094430 cites W3021442169 @default.
- W3135094430 cites W3026432413 @default.
- W3135094430 cites W3045873373 @default.
- W3135094430 cites W3047775831 @default.
- W3135094430 cites W3084368948 @default.
- W3135094430 doi "https://doi.org/10.1016/j.ins.2021.02.080" @default.
- W3135094430 hasPublicationYear "2021" @default.
- W3135094430 type Work @default.
- W3135094430 sameAs 3135094430 @default.
- W3135094430 citedByCount "8" @default.
- W3135094430 countsByYear W31350944302021 @default.
- W3135094430 countsByYear W31350944302022 @default.
- W3135094430 countsByYear W31350944302023 @default.
- W3135094430 crossrefType "journal-article" @default.
- W3135094430 hasAuthorship W3135094430A5013584546 @default.
- W3135094430 hasAuthorship W3135094430A5025286392 @default.
- W3135094430 hasAuthorship W3135094430A5050817770 @default.
- W3135094430 hasAuthorship W3135094430A5081149043 @default.
- W3135094430 hasAuthorship W3135094430A5082888961 @default.
- W3135094430 hasAuthorship W3135094430A5089994414 @default.
- W3135094430 hasConcept C11413529 @default.
- W3135094430 hasConcept C115961682 @default.
- W3135094430 hasConcept C120665830 @default.
- W3135094430 hasConcept C121332964 @default.
- W3135094430 hasConcept C153180895 @default.
- W3135094430 hasConcept C154945302 @default.
- W3135094430 hasConcept C2524010 @default.
- W3135094430 hasConcept C2777210771 @default.
- W3135094430 hasConcept C31972630 @default.
- W3135094430 hasConcept C33923547 @default.
- W3135094430 hasConcept C3770464 @default.
- W3135094430 hasConcept C41008148 @default.
- W3135094430 hasConcept C65185188 @default.
- W3135094430 hasConceptScore W3135094430C11413529 @default.
- W3135094430 hasConceptScore W3135094430C115961682 @default.
- W3135094430 hasConceptScore W3135094430C120665830 @default.
- W3135094430 hasConceptScore W3135094430C121332964 @default.
- W3135094430 hasConceptScore W3135094430C153180895 @default.
- W3135094430 hasConceptScore W3135094430C154945302 @default.
- W3135094430 hasConceptScore W3135094430C2524010 @default.
- W3135094430 hasConceptScore W3135094430C2777210771 @default.
- W3135094430 hasConceptScore W3135094430C31972630 @default.
- W3135094430 hasConceptScore W3135094430C33923547 @default.
- W3135094430 hasConceptScore W3135094430C3770464 @default.
- W3135094430 hasConceptScore W3135094430C41008148 @default.
- W3135094430 hasConceptScore W3135094430C65185188 @default.
- W3135094430 hasFunder F4320321001 @default.
- W3135094430 hasLocation W31350944301 @default.
- W3135094430 hasOpenAccess W3135094430 @default.
- W3135094430 hasPrimaryLocation W31350944301 @default.
- W3135094430 hasRelatedWork W1539829946 @default.
- W3135094430 hasRelatedWork W2033914206 @default.
- W3135094430 hasRelatedWork W2121511538 @default.
- W3135094430 hasRelatedWork W2124534701 @default.
- W3135094430 hasRelatedWork W2146076056 @default.
- W3135094430 hasRelatedWork W2163831990 @default.
- W3135094430 hasRelatedWork W2377466084 @default.
- W3135094430 hasRelatedWork W2378160586 @default.
- W3135094430 hasRelatedWork W2389896045 @default.
- W3135094430 hasRelatedWork W3003836766 @default.
- W3135094430 hasVolume "572" @default.
- W3135094430 isParatext "false" @default.
- W3135094430 isRetracted "false" @default.
- W3135094430 magId "3135094430" @default.
- W3135094430 workType "article" @default.