Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376109455> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4376109455 endingPage "76" @default.
- W4376109455 startingPage "66" @default.
- W4376109455 abstract "Infrared wave time-of-flight (ToF) imaging is a important method to sense the 3D information of scene for Internet of Things (IoT) and artificial intelligent (AI). Driven by heavy demands from industry and users, ToF imaging has received significant research attention in recent year, but the artifacts of depth image still remain and need to be improved. Removing multiple artifacts of ToF data is usually treated as a multi-stage stitching problem for deep learning methods. However, the multi-stage cascade and cross-domain refinement architecture could increase the difficulty of model fitting and hurt the effect of noise reduction. In this paper, we classify the artifacts of ToF data as temporal-related or modulation frequency-related noise and propose a ToF denoising convolutional neural network (f2-ToF) to reduce multiple artifacts simultaneously. Specifically, a frequency-division structure is designed to reduce the influence of frequency-related noise in different modulation frequencies. For efficient correcting misalignment data and ensuring a one-stage end-to-end training, the feature-wise alignment module is proposed. In experiments, every proposed module effectively performed its designed task, and the whole framework achieved strong performance in ToF image refinement." @default.
- W4376109455 created "2023-05-12" @default.
- W4376109455 creator A5026250850 @default.
- W4376109455 creator A5048379858 @default.
- W4376109455 creator A5071393578 @default.
- W4376109455 creator A5088615931 @default.
- W4376109455 creator A5091188360 @default.
- W4376109455 date "2023-07-01" @default.
- W4376109455 modified "2023-09-24" @default.
- W4376109455 title "<mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML display=inline id=d1e930 altimg=si53.svg><mml:msup><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:math>-ToF: A feature-alignment and frequency-division time-of-flight data denoise network" @default.
- W4376109455 cites W2003258022 @default.
- W4376109455 cites W2027691054 @default.
- W4376109455 cites W2124319230 @default.
- W4376109455 cites W2168894291 @default.
- W4376109455 cites W2171646521 @default.
- W4376109455 cites W2464830972 @default.
- W4376109455 cites W2601564443 @default.
- W4376109455 cites W2799224898 @default.
- W4376109455 cites W2884480653 @default.
- W4376109455 cites W2954563178 @default.
- W4376109455 cites W2963200935 @default.
- W4376109455 cites W2968998169 @default.
- W4376109455 cites W2989809735 @default.
- W4376109455 cites W2997608763 @default.
- W4376109455 cites W3005466139 @default.
- W4376109455 cites W3020727527 @default.
- W4376109455 cites W3102597069 @default.
- W4376109455 cites W3106403396 @default.
- W4376109455 cites W3180384373 @default.
- W4376109455 cites W4210571810 @default.
- W4376109455 cites W4294068692 @default.
- W4376109455 cites W4297095264 @default.
- W4376109455 cites W764651262 @default.
- W4376109455 cites W999904924 @default.
- W4376109455 doi "https://doi.org/10.1016/j.comcom.2023.04.033" @default.
- W4376109455 hasPublicationYear "2023" @default.
- W4376109455 type Work @default.
- W4376109455 citedByCount "0" @default.
- W4376109455 crossrefType "journal-article" @default.
- W4376109455 hasAuthorship W4376109455A5026250850 @default.
- W4376109455 hasAuthorship W4376109455A5048379858 @default.
- W4376109455 hasAuthorship W4376109455A5071393578 @default.
- W4376109455 hasAuthorship W4376109455A5088615931 @default.
- W4376109455 hasAuthorship W4376109455A5091188360 @default.
- W4376109455 hasConcept C11413529 @default.
- W4376109455 hasConcept C115961682 @default.
- W4376109455 hasConcept C119857082 @default.
- W4376109455 hasConcept C153180895 @default.
- W4376109455 hasConcept C154945302 @default.
- W4376109455 hasConcept C163294075 @default.
- W4376109455 hasConcept C29081049 @default.
- W4376109455 hasConcept C41008148 @default.
- W4376109455 hasConcept C50644808 @default.
- W4376109455 hasConcept C81363708 @default.
- W4376109455 hasConcept C99498987 @default.
- W4376109455 hasConceptScore W4376109455C11413529 @default.
- W4376109455 hasConceptScore W4376109455C115961682 @default.
- W4376109455 hasConceptScore W4376109455C119857082 @default.
- W4376109455 hasConceptScore W4376109455C153180895 @default.
- W4376109455 hasConceptScore W4376109455C154945302 @default.
- W4376109455 hasConceptScore W4376109455C163294075 @default.
- W4376109455 hasConceptScore W4376109455C29081049 @default.
- W4376109455 hasConceptScore W4376109455C41008148 @default.
- W4376109455 hasConceptScore W4376109455C50644808 @default.
- W4376109455 hasConceptScore W4376109455C81363708 @default.
- W4376109455 hasConceptScore W4376109455C99498987 @default.
- W4376109455 hasLocation W43761094551 @default.
- W4376109455 hasOpenAccess W4376109455 @default.
- W4376109455 hasPrimaryLocation W43761094551 @default.
- W4376109455 hasRelatedWork W2767651786 @default.
- W4376109455 hasRelatedWork W2767781638 @default.
- W4376109455 hasRelatedWork W2912288872 @default.
- W4376109455 hasRelatedWork W3004796044 @default.
- W4376109455 hasRelatedWork W3021430260 @default.
- W4376109455 hasRelatedWork W3027997911 @default.
- W4376109455 hasRelatedWork W3155309444 @default.
- W4376109455 hasRelatedWork W4287776258 @default.
- W4376109455 hasRelatedWork W564581980 @default.
- W4376109455 hasRelatedWork W2092619848 @default.
- W4376109455 hasVolume "207" @default.
- W4376109455 isParatext "false" @default.
- W4376109455 isRetracted "false" @default.
- W4376109455 workType "article" @default.
