FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2310362711> ?p ?o ?g. }

• W2310362711 abstract "Acquiring high quality imagery in darkness has been a challenging problem in computer vision. In this dissertation, we propose to develop a new imaging system that is suitable for low light conditions. Our proposed solution is to integrate multispectral, multi-speed, multi-resolution, and multi-focus sensors into a hybrid camera array. We also develop companion computational photography algorithms for effectively fusing the captured imagery data. On the system side, I extend the University of Delaware (UD) light field camera array by integrating a broader range of cameras. Specifically, our proposed system will consist of a pair of high-resolution monochrome (HR-M) cameras, a pair of high-speed monochrome (HS-M) cameras, and a single high-resolution RGB color (HR-C) camera. The HR-M cameras further use a wide aperture for acquiring images with low level of noise images whereas the HS-M cameras use fast shutters for capturing motion-blur free images on fast moving objects. Finally, the HR-C camera is used to capture color information about the scene and it uses slow shutters to reduce the color noise. On the algorithm side, I develop a class of novel algorithms that combine the capabilities of classical computer vision and computational photography for fusing the imagery data from the hybrid sensors. First, I propose to develop techniques for fusing the images from the HR-M cameras. Since each HR-M camera uses a wide aperture, its images exhibit shallow depth-of-field effects, i.e., it can only focus at one depth layer of the scene. Therefore, we focus the two HR-M cameras at different scene depth and design multi-focus multi-view fusing methods for synthesizing all-focus video streams. Next, I use the HR-M imagery data as the multispectral prior to denoise the HS-M streams. We first preprocess the HS-M images to improve their contrast using a virtual exposure fusion technique. We then locate the corresponding patches on the HR-M images. Finally, to denoise the HS-M image, I design an alternating optimization algorithm by extending the Total Variation (TV) denoising algorithm by imposing the gradient fields of the corresponding HR-M patches as priors. Recall that the HR-C camera uses a slow shutter and therefore will incur severe motion blurs on moving targets. To resolve this problem, I use the denoised HS-M frames for estimating the blur kernel on the HR-C camera and then apply deblurring techniques to reduce/remove motion blurs. We have applied our hybrid camera array system to capture both indoor and outdoor scenes under low light. Experimental results show that our solution can greatly enhance the quality of the imagery by reducing noise, improving image sharpness, and removing motion blurs." @default.
• W2310362711 created "2016-06-24" @default.
• W2310362711 creator A5015086148 @default.
• W2310362711 creator A5081844561 @default.
• W2310362711 date "2011-01-01" @default.
• W2310362711 modified "2023-09-25" @default.
• W2310362711 title "A hybrid camera system for low-light imaging" @default.
• W2310362711 hasPublicationYear "2011" @default.
• W2310362711 type Work @default.
• W2310362711 sameAs 2310362711 @default.
• W2310362711 citedByCount "2" @default.
• W2310362711 countsByYear W23103627112015 @default.
• W2310362711 countsByYear W23103627112019 @default.
• W2310362711 crossrefType "journal-article" @default.
• W2310362711 hasAuthorship W2310362711A5015086148 @default.
• W2310362711 hasAuthorship W2310362711A5081844561 @default.
• W2310362711 hasConcept C110898773 @default.
• W2310362711 hasConcept C115961682 @default.
• W2310362711 hasConcept C119657128 @default.
• W2310362711 hasConcept C120665830 @default.
• W2310362711 hasConcept C121332964 @default.
• W2310362711 hasConcept C121684516 @default.
• W2310362711 hasConcept C142362112 @default.
• W2310362711 hasConcept C146044194 @default.
• W2310362711 hasConcept C153349607 @default.
• W2310362711 hasConcept C154945302 @default.
• W2310362711 hasConcept C156483628 @default.
• W2310362711 hasConcept C173163844 @default.
• W2310362711 hasConcept C183072630 @default.
• W2310362711 hasConcept C192209626 @default.
• W2310362711 hasConcept C2776754580 @default.
• W2310362711 hasConcept C2777708103 @default.
• W2310362711 hasConcept C2780056265 @default.
• W2310362711 hasConcept C31972630 @default.
• W2310362711 hasConcept C41008148 @default.
• W2310362711 hasConcept C48983235 @default.
• W2310362711 hasConcept C76935873 @default.
• W2310362711 hasConcept C82990744 @default.
• W2310362711 hasConcept C87133666 @default.
• W2310362711 hasConcept C9417928 @default.
• W2310362711 hasConcept C94816000 @default.
• W2310362711 hasConceptScore W2310362711C110898773 @default.
• W2310362711 hasConceptScore W2310362711C115961682 @default.
• W2310362711 hasConceptScore W2310362711C119657128 @default.
• W2310362711 hasConceptScore W2310362711C120665830 @default.
• W2310362711 hasConceptScore W2310362711C121332964 @default.
• W2310362711 hasConceptScore W2310362711C121684516 @default.
• W2310362711 hasConceptScore W2310362711C142362112 @default.
• W2310362711 hasConceptScore W2310362711C146044194 @default.
• W2310362711 hasConceptScore W2310362711C153349607 @default.
• W2310362711 hasConceptScore W2310362711C154945302 @default.
• W2310362711 hasConceptScore W2310362711C156483628 @default.
• W2310362711 hasConceptScore W2310362711C173163844 @default.
• W2310362711 hasConceptScore W2310362711C183072630 @default.
• W2310362711 hasConceptScore W2310362711C192209626 @default.
• W2310362711 hasConceptScore W2310362711C2776754580 @default.
• W2310362711 hasConceptScore W2310362711C2777708103 @default.
• W2310362711 hasConceptScore W2310362711C2780056265 @default.
• W2310362711 hasConceptScore W2310362711C31972630 @default.
• W2310362711 hasConceptScore W2310362711C41008148 @default.
• W2310362711 hasConceptScore W2310362711C48983235 @default.
• W2310362711 hasConceptScore W2310362711C76935873 @default.
• W2310362711 hasConceptScore W2310362711C82990744 @default.
• W2310362711 hasConceptScore W2310362711C87133666 @default.
• W2310362711 hasConceptScore W2310362711C9417928 @default.
• W2310362711 hasConceptScore W2310362711C94816000 @default.
• W2310362711 hasLocation W23103627111 @default.
• W2310362711 hasOpenAccess W2310362711 @default.
• W2310362711 hasPrimaryLocation W23103627111 @default.
• W2310362711 hasRelatedWork W1576671778 @default.
• W2310362711 hasRelatedWork W1861837994 @default.
• W2310362711 hasRelatedWork W1988446025 @default.
• W2310362711 hasRelatedWork W2024695047 @default.
• W2310362711 hasRelatedWork W2056979260 @default.
• W2310362711 hasRelatedWork W2071399382 @default.
• W2310362711 hasRelatedWork W2094723988 @default.
• W2310362711 hasRelatedWork W2102012400 @default.
• W2310362711 hasRelatedWork W2105508137 @default.
• W2310362711 hasRelatedWork W2137094687 @default.
• W2310362711 hasRelatedWork W2169868021 @default.
• W2310362711 hasRelatedWork W2461915784 @default.
• W2310362711 hasRelatedWork W2521194094 @default.
• W2310362711 hasRelatedWork W2529015851 @default.
• W2310362711 hasRelatedWork W2608589264 @default.
• W2310362711 hasRelatedWork W2733443012 @default.
• W2310362711 hasRelatedWork W2902544142 @default.
• W2310362711 hasRelatedWork W3154580971 @default.
• W2310362711 hasRelatedWork W3184543467 @default.
• W2310362711 hasRelatedWork W2087303931 @default.
• W2310362711 isParatext "false" @default.
• W2310362711 isRetracted "false" @default.
• W2310362711 magId "2310362711" @default.
• W2310362711 workType "article" @default.