Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313330900> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4313330900 abstract "Deep object detection models are important tools that can accurately detect objects and frame them for the user in real time. However, in low visibility conditions, such as fog or low light conditions, the captured images are underexposed and blurred, which negatively affects the recognition accuracy and is not well visible to humans. In addition, the image enhancement model is complex and time-consuming. Using the image enhancement model before the object recognition model cannot meet the real-time requirements. Therefore, we propose the Parallel Detection and Enhancement model (PDE), which detects objects and enhances poorly visible images in parallel and in real time. Specifically, we introduce the specially designed tiny prediction head along with coordinated attention and multi-stage concatenation modules to better detect underexposed and blurred objects. For the parallel image enhancement model, we adaptively develop improved weighting evaluation models for each “3D Lookup Table” module. As a result, PDE achieves better detection accuracy for poorly visible objects and more user-friendly reference in real time. Experimental results show that PDE has significantly better object recognition performance than the state-of-the-art on real foggy (8.9%) and low-light (20.6%) datasets." @default.
- W4313330900 created "2023-01-06" @default.
- W4313330900 creator A5017144240 @default.
- W4313330900 creator A5019028585 @default.
- W4313330900 creator A5022499603 @default.
- W4313330900 creator A5065300039 @default.
- W4313330900 creator A5071484357 @default.
- W4313330900 creator A5081624608 @default.
- W4313330900 date "2022-01-01" @default.
- W4313330900 modified "2023-10-01" @default.
- W4313330900 title "PDE: A Real-Time Object Detection and Enhancing Model under Low Visibility Conditions" @default.
- W4313330900 doi "https://doi.org/10.14569/ijacsa.2022.0131299" @default.
- W4313330900 hasPublicationYear "2022" @default.
- W4313330900 type Work @default.
- W4313330900 citedByCount "0" @default.
- W4313330900 crossrefType "journal-article" @default.
- W4313330900 hasAuthorship W4313330900A5017144240 @default.
- W4313330900 hasAuthorship W4313330900A5019028585 @default.
- W4313330900 hasAuthorship W4313330900A5022499603 @default.
- W4313330900 hasAuthorship W4313330900A5065300039 @default.
- W4313330900 hasAuthorship W4313330900A5071484357 @default.
- W4313330900 hasAuthorship W4313330900A5081624608 @default.
- W4313330900 hasBestOaLocation W43133309001 @default.
- W4313330900 hasConcept C114614502 @default.
- W4313330900 hasConcept C115961682 @default.
- W4313330900 hasConcept C120665830 @default.
- W4313330900 hasConcept C121332964 @default.
- W4313330900 hasConcept C123403432 @default.
- W4313330900 hasConcept C126042441 @default.
- W4313330900 hasConcept C126838900 @default.
- W4313330900 hasConcept C134835016 @default.
- W4313330900 hasConcept C153180895 @default.
- W4313330900 hasConcept C154945302 @default.
- W4313330900 hasConcept C183115368 @default.
- W4313330900 hasConcept C199360897 @default.
- W4313330900 hasConcept C2776151529 @default.
- W4313330900 hasConcept C2781238097 @default.
- W4313330900 hasConcept C31972630 @default.
- W4313330900 hasConcept C33923547 @default.
- W4313330900 hasConcept C41008148 @default.
- W4313330900 hasConcept C71924100 @default.
- W4313330900 hasConcept C76155785 @default.
- W4313330900 hasConcept C87619178 @default.
- W4313330900 hasConceptScore W4313330900C114614502 @default.
- W4313330900 hasConceptScore W4313330900C115961682 @default.
- W4313330900 hasConceptScore W4313330900C120665830 @default.
- W4313330900 hasConceptScore W4313330900C121332964 @default.
- W4313330900 hasConceptScore W4313330900C123403432 @default.
- W4313330900 hasConceptScore W4313330900C126042441 @default.
- W4313330900 hasConceptScore W4313330900C126838900 @default.
- W4313330900 hasConceptScore W4313330900C134835016 @default.
- W4313330900 hasConceptScore W4313330900C153180895 @default.
- W4313330900 hasConceptScore W4313330900C154945302 @default.
- W4313330900 hasConceptScore W4313330900C183115368 @default.
- W4313330900 hasConceptScore W4313330900C199360897 @default.
- W4313330900 hasConceptScore W4313330900C2776151529 @default.
- W4313330900 hasConceptScore W4313330900C2781238097 @default.
- W4313330900 hasConceptScore W4313330900C31972630 @default.
- W4313330900 hasConceptScore W4313330900C33923547 @default.
- W4313330900 hasConceptScore W4313330900C41008148 @default.
- W4313330900 hasConceptScore W4313330900C71924100 @default.
- W4313330900 hasConceptScore W4313330900C76155785 @default.
- W4313330900 hasConceptScore W4313330900C87619178 @default.
- W4313330900 hasIssue "12" @default.
- W4313330900 hasLocation W43133309001 @default.
- W4313330900 hasOpenAccess W4313330900 @default.
- W4313330900 hasPrimaryLocation W43133309001 @default.
- W4313330900 hasRelatedWork W1837097281 @default.
- W4313330900 hasRelatedWork W1988485990 @default.
- W4313330900 hasRelatedWork W2007544051 @default.
- W4313330900 hasRelatedWork W2095705906 @default.
- W4313330900 hasRelatedWork W2139960062 @default.
- W4313330900 hasRelatedWork W2334336442 @default.
- W4313330900 hasRelatedWork W2497633036 @default.
- W4313330900 hasRelatedWork W2732308154 @default.
- W4313330900 hasRelatedWork W2975200075 @default.
- W4313330900 hasRelatedWork W3177406559 @default.
- W4313330900 hasVolume "13" @default.
- W4313330900 isParatext "false" @default.
- W4313330900 isRetracted "false" @default.
- W4313330900 workType "article" @default.