Matches in SemOpenAlex for { <https://semopenalex.org/work/W4324297131> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4324297131 abstract "Varicolored haze caused by chromatic casts poses haze removal and depth estimation challenges. Recent learning-based depth estimation methods are mainly targeted at dehazing first and estimating depth subsequently from haze-free scenes. This way, the inner connections between colored haze and scene depth are lost. In this paper, we propose a real-time transformer for simultaneous single image Depth Estimation and Haze Removal (DEHRFormer). DEHRFormer consists of a single encoder and two task-specific decoders. The transformer decoders with learnable queries are designed to decode coupling features from the task-agnostic encoder and project them into clean image and depth map, respectively. In addition, we introduce a novel learning paradigm that utilizes contrastive learning and domain consistency learning to tackle weak-generalization problem for real-world dehazing, while predicting the same depth map from the same scene with varicolored haze. Experiments demonstrate that DEHRFormer achieves significant performance improvement across diverse varicolored haze scenes over previous depth estimation networks and dehazing approaches." @default.
- W4324297131 created "2023-03-16" @default.
- W4324297131 creator A5000301628 @default.
- W4324297131 creator A5003065832 @default.
- W4324297131 creator A5009627113 @default.
- W4324297131 creator A5013652689 @default.
- W4324297131 creator A5044264346 @default.
- W4324297131 creator A5044396095 @default.
- W4324297131 creator A5077711847 @default.
- W4324297131 date "2023-03-13" @default.
- W4324297131 modified "2023-09-26" @default.
- W4324297131 title "DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes" @default.
- W4324297131 doi "https://doi.org/10.48550/arxiv.2303.06905" @default.
- W4324297131 hasPublicationYear "2023" @default.
- W4324297131 type Work @default.
- W4324297131 citedByCount "0" @default.
- W4324297131 crossrefType "posted-content" @default.
- W4324297131 hasAuthorship W4324297131A5000301628 @default.
- W4324297131 hasAuthorship W4324297131A5003065832 @default.
- W4324297131 hasAuthorship W4324297131A5009627113 @default.
- W4324297131 hasAuthorship W4324297131A5013652689 @default.
- W4324297131 hasAuthorship W4324297131A5044264346 @default.
- W4324297131 hasAuthorship W4324297131A5044396095 @default.
- W4324297131 hasAuthorship W4324297131A5077711847 @default.
- W4324297131 hasBestOaLocation W43242971311 @default.
- W4324297131 hasConcept C111919701 @default.
- W4324297131 hasConcept C115961682 @default.
- W4324297131 hasConcept C118505674 @default.
- W4324297131 hasConcept C119599485 @default.
- W4324297131 hasConcept C127413603 @default.
- W4324297131 hasConcept C134306372 @default.
- W4324297131 hasConcept C141268832 @default.
- W4324297131 hasConcept C153294291 @default.
- W4324297131 hasConcept C154945302 @default.
- W4324297131 hasConcept C165801399 @default.
- W4324297131 hasConcept C177148314 @default.
- W4324297131 hasConcept C205649164 @default.
- W4324297131 hasConcept C31972630 @default.
- W4324297131 hasConcept C33923547 @default.
- W4324297131 hasConcept C41008148 @default.
- W4324297131 hasConcept C66322947 @default.
- W4324297131 hasConcept C79974267 @default.
- W4324297131 hasConceptScore W4324297131C111919701 @default.
- W4324297131 hasConceptScore W4324297131C115961682 @default.
- W4324297131 hasConceptScore W4324297131C118505674 @default.
- W4324297131 hasConceptScore W4324297131C119599485 @default.
- W4324297131 hasConceptScore W4324297131C127413603 @default.
- W4324297131 hasConceptScore W4324297131C134306372 @default.
- W4324297131 hasConceptScore W4324297131C141268832 @default.
- W4324297131 hasConceptScore W4324297131C153294291 @default.
- W4324297131 hasConceptScore W4324297131C154945302 @default.
- W4324297131 hasConceptScore W4324297131C165801399 @default.
- W4324297131 hasConceptScore W4324297131C177148314 @default.
- W4324297131 hasConceptScore W4324297131C205649164 @default.
- W4324297131 hasConceptScore W4324297131C31972630 @default.
- W4324297131 hasConceptScore W4324297131C33923547 @default.
- W4324297131 hasConceptScore W4324297131C41008148 @default.
- W4324297131 hasConceptScore W4324297131C66322947 @default.
- W4324297131 hasConceptScore W4324297131C79974267 @default.
- W4324297131 hasLocation W43242971311 @default.
- W4324297131 hasOpenAccess W4324297131 @default.
- W4324297131 hasPrimaryLocation W43242971311 @default.
- W4324297131 hasRelatedWork W1986182882 @default.
- W4324297131 hasRelatedWork W2003340466 @default.
- W4324297131 hasRelatedWork W2026847083 @default.
- W4324297131 hasRelatedWork W2078454396 @default.
- W4324297131 hasRelatedWork W2090346739 @default.
- W4324297131 hasRelatedWork W2113831239 @default.
- W4324297131 hasRelatedWork W2547650990 @default.
- W4324297131 hasRelatedWork W2767514687 @default.
- W4324297131 hasRelatedWork W2921666650 @default.
- W4324297131 hasRelatedWork W3147384217 @default.
- W4324297131 isParatext "false" @default.
- W4324297131 isRetracted "false" @default.
- W4324297131 workType "article" @default.