Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383176372> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4383176372 abstract "The extraction of a clean background image by removing foreground occlusion holds immense practical significance, but it also presents several challenges. Presently, the majority of de-occlusion research focuses on addressing this issue through the extraction and synthesis of discrete images from calibrated camera arrays. Nonetheless, the restoration quality tends to suffer when faced with dense occlusions or high-speed motions due to limited perspectives and motion blur. To successfully remove dense foreground occlusion, an effective multi-view visual information integration approach is required. Introducing the spike camera as a novel type of neuromorphic sensor offers promising capabilities with its ultra-high temporal resolution and high dynamic range. In this paper, we propose an innovative solution for tackling the de-occlusion problem through continuous multi-view imaging using only one spike camera without any prior knowledge of camera intrinsic parameters and camera poses. By rapidly moving the spike camera, we continually capture the dense stream of spikes from the occluded scene. To process the spikes, we build a novel model textbf{SpkOccNet}, in which we integrate information of spikes from continuous viewpoints within multi-windows, and propose a novel cross-view mutual attention mechanism for effective fusion and refinement. In addition, we contribute the first real-world spike-based dataset textbf{S-OCC} for occlusion removal. The experimental results demonstrate that our proposed model efficiently removes dense occlusions in diverse scenes while exhibiting strong generalization." @default.
- W4383176372 created "2023-07-05" @default.
- W4383176372 creator A5016150995 @default.
- W4383176372 creator A5021087873 @default.
- W4383176372 creator A5044804183 @default.
- W4383176372 creator A5048087489 @default.
- W4383176372 creator A5058066577 @default.
- W4383176372 date "2023-07-03" @default.
- W4383176372 modified "2023-09-27" @default.
- W4383176372 title "Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views" @default.
- W4383176372 doi "https://doi.org/10.48550/arxiv.2307.00821" @default.
- W4383176372 hasPublicationYear "2023" @default.
- W4383176372 type Work @default.
- W4383176372 citedByCount "0" @default.
- W4383176372 crossrefType "posted-content" @default.
- W4383176372 hasAuthorship W4383176372A5016150995 @default.
- W4383176372 hasAuthorship W4383176372A5021087873 @default.
- W4383176372 hasAuthorship W4383176372A5044804183 @default.
- W4383176372 hasAuthorship W4383176372A5048087489 @default.
- W4383176372 hasAuthorship W4383176372A5058066577 @default.
- W4383176372 hasBestOaLocation W43831763721 @default.
- W4383176372 hasConcept C115903868 @default.
- W4383176372 hasConcept C115961682 @default.
- W4383176372 hasConcept C151927369 @default.
- W4383176372 hasConcept C154945302 @default.
- W4383176372 hasConcept C164705383 @default.
- W4383176372 hasConcept C2776268601 @default.
- W4383176372 hasConcept C2777708103 @default.
- W4383176372 hasConcept C2781390188 @default.
- W4383176372 hasConcept C31972630 @default.
- W4383176372 hasConcept C41008148 @default.
- W4383176372 hasConcept C50644808 @default.
- W4383176372 hasConcept C71924100 @default.
- W4383176372 hasConceptScore W4383176372C115903868 @default.
- W4383176372 hasConceptScore W4383176372C115961682 @default.
- W4383176372 hasConceptScore W4383176372C151927369 @default.
- W4383176372 hasConceptScore W4383176372C154945302 @default.
- W4383176372 hasConceptScore W4383176372C164705383 @default.
- W4383176372 hasConceptScore W4383176372C2776268601 @default.
- W4383176372 hasConceptScore W4383176372C2777708103 @default.
- W4383176372 hasConceptScore W4383176372C2781390188 @default.
- W4383176372 hasConceptScore W4383176372C31972630 @default.
- W4383176372 hasConceptScore W4383176372C41008148 @default.
- W4383176372 hasConceptScore W4383176372C50644808 @default.
- W4383176372 hasConceptScore W4383176372C71924100 @default.
- W4383176372 hasLocation W43831763721 @default.
- W4383176372 hasOpenAccess W4383176372 @default.
- W4383176372 hasPrimaryLocation W43831763721 @default.
- W4383176372 hasRelatedWork W2006617887 @default.
- W4383176372 hasRelatedWork W2105508137 @default.
- W4383176372 hasRelatedWork W2120286341 @default.
- W4383176372 hasRelatedWork W2130740667 @default.
- W4383176372 hasRelatedWork W2132132164 @default.
- W4383176372 hasRelatedWork W2551450270 @default.
- W4383176372 hasRelatedWork W2992701057 @default.
- W4383176372 hasRelatedWork W2992709101 @default.
- W4383176372 hasRelatedWork W3195523115 @default.
- W4383176372 hasRelatedWork W4206673776 @default.
- W4383176372 isParatext "false" @default.
- W4383176372 isRetracted "false" @default.
- W4383176372 workType "article" @default.