FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3191528047> ?p ?o ?g. }

• W3191528047 abstract "We address the problem of jointly denoising and super resolving neuromorphic events, a novel visual signal that represents thresholded temporal gradients in a space-time window. The challenge for event signal processing is that they are asynchronously generated, and do not carry absolute intensity but only binary signs informing temporal variations. To study event signal formation and degradation, we implement a display-camera system which enables multi-resolution event recording. We further propose Event- Zoom, a deep neural framework with a backbone architecture of 3D U-Net. EventZoom is trained in a noise-to-noise fashion where the two ends of the network are unfiltered noisy events, enforcing noise-free event restoration. For resolution enhancement, EventZoom incorporates an event-to- image module supervised by high resolution images. Our results showed that EventZoom achieves at least 40 × temporal efficiency compared to state-of-the-art (SOTA) event denoisers. Additionally, we demonstrate that EventZoom enables performance improvements on applications including event-based visual object tracking and image reconstruction. EventZoom achieves SOTA super resolution image reconstruction results while being 10× faster." @default.
• W3191528047 created "2021-08-16" @default.
• W3191528047 creator A5029760958 @default.
• W3191528047 creator A5038326097 @default.
• W3191528047 creator A5055005191 @default.
• W3191528047 creator A5074978791 @default.
• W3191528047 creator A5077113327 @default.
• W3191528047 date "2021-06-01" @default.
• W3191528047 modified "2023-10-01" @default.
• W3191528047 title "EventZoom: Learning to Denoise and Super Resolve Neuromorphic Events" @default.
• W3191528047 cites W1484764436 @default.
• W3191528047 cites W1980178290 @default.
• W3191528047 cites W2016574277 @default.
• W3191528047 cites W2472115300 @default.
• W3191528047 cites W2507540959 @default.
• W3191528047 cites W2782061689 @default.
• W3191528047 cites W2785582094 @default.
• W3191528047 cites W2797343523 @default.
• W3191528047 cites W2813817099 @default.
• W3191528047 cites W2903380418 @default.
• W3191528047 cites W2938463073 @default.
• W3191528047 cites W2947930228 @default.
• W3191528047 cites W2955504279 @default.
• W3191528047 cites W2962974533 @default.
• W3191528047 cites W2963610452 @default.
• W3191528047 cites W2964615694 @default.
• W3191528047 cites W2970672284 @default.
• W3191528047 cites W2972000740 @default.
• W3191528047 cites W2981462813 @default.
• W3191528047 cites W2992384714 @default.
• W3191528047 cites W2998799713 @default.
• W3191528047 cites W3010268791 @default.
• W3191528047 cites W3034419760 @default.
• W3191528047 cites W3034685081 @default.
• W3191528047 cites W3035212231 @default.
• W3191528047 cites W3035234594 @default.
• W3191528047 cites W3035303839 @default.
• W3191528047 cites W3035566737 @default.
• W3191528047 cites W3035669331 @default.
• W3191528047 cites W3092083701 @default.
• W3191528047 cites W3097980825 @default.
• W3191528047 cites W3110053799 @default.
• W3191528047 cites W4226051885 @default.
• W3191528047 doi "https://doi.org/10.1109/cvpr46437.2021.01263" @default.
• W3191528047 hasPublicationYear "2021" @default.
• W3191528047 type Work @default.
• W3191528047 sameAs 3191528047 @default.
• W3191528047 citedByCount "17" @default.
• W3191528047 countsByYear W31915280472021 @default.
• W3191528047 countsByYear W31915280472022 @default.
• W3191528047 countsByYear W31915280472023 @default.
• W3191528047 crossrefType "proceedings-article" @default.
• W3191528047 hasAuthorship W3191528047A5029760958 @default.
• W3191528047 hasAuthorship W3191528047A5038326097 @default.
• W3191528047 hasAuthorship W3191528047A5055005191 @default.
• W3191528047 hasAuthorship W3191528047A5074978791 @default.
• W3191528047 hasAuthorship W3191528047A5077113327 @default.
• W3191528047 hasConcept C115961682 @default.
• W3191528047 hasConcept C121332964 @default.
• W3191528047 hasConcept C124913957 @default.
• W3191528047 hasConcept C127413603 @default.
• W3191528047 hasConcept C141379421 @default.
• W3191528047 hasConcept C151927369 @default.
• W3191528047 hasConcept C153180895 @default.
• W3191528047 hasConcept C15336307 @default.
• W3191528047 hasConcept C154945302 @default.
• W3191528047 hasConcept C163294075 @default.
• W3191528047 hasConcept C199360897 @default.
• W3191528047 hasConcept C205372480 @default.
• W3191528047 hasConcept C2779662365 @default.
• W3191528047 hasConcept C2779843651 @default.
• W3191528047 hasConcept C31972630 @default.
• W3191528047 hasConcept C41008148 @default.
• W3191528047 hasConcept C50644808 @default.
• W3191528047 hasConcept C62520636 @default.
• W3191528047 hasConcept C78762247 @default.
• W3191528047 hasConcept C99498987 @default.
• W3191528047 hasConceptScore W3191528047C115961682 @default.
• W3191528047 hasConceptScore W3191528047C121332964 @default.
• W3191528047 hasConceptScore W3191528047C124913957 @default.
• W3191528047 hasConceptScore W3191528047C127413603 @default.
• W3191528047 hasConceptScore W3191528047C141379421 @default.
• W3191528047 hasConceptScore W3191528047C151927369 @default.
• W3191528047 hasConceptScore W3191528047C153180895 @default.
• W3191528047 hasConceptScore W3191528047C15336307 @default.
• W3191528047 hasConceptScore W3191528047C154945302 @default.
• W3191528047 hasConceptScore W3191528047C163294075 @default.
• W3191528047 hasConceptScore W3191528047C199360897 @default.
• W3191528047 hasConceptScore W3191528047C205372480 @default.
• W3191528047 hasConceptScore W3191528047C2779662365 @default.
• W3191528047 hasConceptScore W3191528047C2779843651 @default.
• W3191528047 hasConceptScore W3191528047C31972630 @default.
• W3191528047 hasConceptScore W3191528047C41008148 @default.
• W3191528047 hasConceptScore W3191528047C50644808 @default.
• W3191528047 hasConceptScore W3191528047C62520636 @default.
• W3191528047 hasConceptScore W3191528047C78762247 @default.
• W3191528047 hasConceptScore W3191528047C99498987 @default.
• W3191528047 hasFunder F4320321001 @default.
• W3191528047 hasLocation W31915280471 @default.
• W3191528047 hasOpenAccess W3191528047 @default.

• next