FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136122362> ?p ?o ?g. }

• W3136122362 abstract "Existing deep learning-based image deraining methods have achieved promising performance for synthetic rainy images, typically rely on the pairs of sharp images and simulated rainy counterparts. However, these methods suffer from significant performance drop when facing the real rain, because of the huge gap between the simplified synthetic rain and the complex real rain. In this work, we argue that the rain generation and removal are the two sides of the same coin and should be tightly coupled. To close the loop, we propose to jointly learn real rain generation and removal procedure within a unified disentangled image translation framework. Specifically, we propose a bidirectional disentangled translation network, in which each unidirectional network contains two loops of joint rain generation and removal for both the real and synthetic rain image, respectively. Meanwhile, we enforce the disentanglement strategy by decomposing the rainy image into a clean background and rain layer (rain removal), in order to better preserve the identity background via both the cycle-consistency loss and adversarial loss, and ease the rain layer translating between the real and synthetic rainy image. A counterpart composition with the entanglement strategy is symmetrically applied for rain generation. Extensive experiments on synthetic and real-world rain datasets show the superiority of proposed method compared to state-of-the-arts." @default.
• W3136122362 created "2021-03-29" @default.
• W3136122362 creator A5049349192 @default.
• W3136122362 creator A5060473269 @default.
• W3136122362 creator A5067434136 @default.
• W3136122362 creator A5075653923 @default.
• W3136122362 date "2021-03-25" @default.
• W3136122362 modified "2023-10-03" @default.
• W3136122362 title "Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation" @default.
• W3136122362 cites W1901129140 @default.
• W3136122362 cites W1965572510 @default.
• W3136122362 cites W2121396509 @default.
• W3136122362 cites W2154621477 @default.
• W3136122362 cites W2163146621 @default.
• W3136122362 cites W2209874411 @default.
• W3136122362 cites W2340897893 @default.
• W3136122362 cites W2466666260 @default.
• W3136122362 cites W2509784253 @default.
• W3136122362 cites W2559264300 @default.
• W3136122362 cites W2740982616 @default.
• W3136122362 cites W2777170053 @default.
• W3136122362 cites W2777241530 @default.
• W3136122362 cites W2778532031 @default.
• W3136122362 cites W2798744505 @default.
• W3136122362 cites W2885192629 @default.
• W3136122362 cites W2898337423 @default.
• W3136122362 cites W2910832120 @default.
• W3136122362 cites W2912435603 @default.
• W3136122362 cites W2913360047 @default.
• W3136122362 cites W2930755307 @default.
• W3136122362 cites W2954171777 @default.
• W3136122362 cites W2962793481 @default.
• W3136122362 cites W2963017889 @default.
• W3136122362 cites W2963073614 @default.
• W3136122362 cites W2963470893 @default.
• W3136122362 cites W2963800716 @default.
• W3136122362 cites W2963843230 @default.
• W3136122362 cites W2963878020 @default.
• W3136122362 cites W2966083079 @default.
• W3136122362 cites W2967584026 @default.
• W3136122362 cites W2981813535 @default.
• W3136122362 cites W2991350899 @default.
• W3136122362 cites W2998545307 @default.
• W3136122362 cites W3022210053 @default.
• W3136122362 cites W3034242291 @default.
• W3136122362 cites W3034331889 @default.
• W3136122362 cites W3035250394 @default.
• W3136122362 cites W3043894081 @default.
• W3136122362 cites W3144083761 @default.
• W3136122362 cites W3157774647 @default.
• W3136122362 doi "https://doi.org/10.48550/arxiv.2103.13660" @default.
• W3136122362 hasPublicationYear "2021" @default.
• W3136122362 type Work @default.
• W3136122362 sameAs 3136122362 @default.
• W3136122362 citedByCount "0" @default.
• W3136122362 crossrefType "posted-content" @default.
• W3136122362 hasAuthorship W3136122362A5049349192 @default.
• W3136122362 hasAuthorship W3136122362A5060473269 @default.
• W3136122362 hasAuthorship W3136122362A5067434136 @default.
• W3136122362 hasAuthorship W3136122362A5075653923 @default.
• W3136122362 hasBestOaLocation W31361223621 @default.
• W3136122362 hasConcept C104317684 @default.
• W3136122362 hasConcept C105580179 @default.
• W3136122362 hasConcept C11413529 @default.
• W3136122362 hasConcept C115961682 @default.
• W3136122362 hasConcept C149364088 @default.
• W3136122362 hasConcept C153294291 @default.
• W3136122362 hasConcept C154945302 @default.
• W3136122362 hasConcept C17744445 @default.
• W3136122362 hasConcept C185592680 @default.
• W3136122362 hasConcept C197046000 @default.
• W3136122362 hasConcept C199539241 @default.
• W3136122362 hasConcept C205649164 @default.
• W3136122362 hasConcept C2778775528 @default.
• W3136122362 hasConcept C39432304 @default.
• W3136122362 hasConcept C41008148 @default.
• W3136122362 hasConcept C55493867 @default.
• W3136122362 hasConcept C9021358 @default.
• W3136122362 hasConceptScore W3136122362C104317684 @default.
• W3136122362 hasConceptScore W3136122362C105580179 @default.
• W3136122362 hasConceptScore W3136122362C11413529 @default.
• W3136122362 hasConceptScore W3136122362C115961682 @default.
• W3136122362 hasConceptScore W3136122362C149364088 @default.
• W3136122362 hasConceptScore W3136122362C153294291 @default.
• W3136122362 hasConceptScore W3136122362C154945302 @default.
• W3136122362 hasConceptScore W3136122362C17744445 @default.
• W3136122362 hasConceptScore W3136122362C185592680 @default.
• W3136122362 hasConceptScore W3136122362C197046000 @default.
• W3136122362 hasConceptScore W3136122362C199539241 @default.
• W3136122362 hasConceptScore W3136122362C205649164 @default.
• W3136122362 hasConceptScore W3136122362C2778775528 @default.
• W3136122362 hasConceptScore W3136122362C39432304 @default.
• W3136122362 hasConceptScore W3136122362C41008148 @default.
• W3136122362 hasConceptScore W3136122362C55493867 @default.
• W3136122362 hasConceptScore W3136122362C9021358 @default.
• W3136122362 hasLocation W31361223621 @default.
• W3136122362 hasOpenAccess W3136122362 @default.
• W3136122362 hasPrimaryLocation W31361223621 @default.
• W3136122362 hasRelatedWork W160208661 @default.
• W3136122362 hasRelatedWork W1974536022 @default.

• next