FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3092083701> ?p ?o ?g. }

• W3092083701 endingPage "382" @default.
• W3092083701 startingPage "366" @default.
• W3092083701 abstract "Event-based cameras display great potential for a variety of tasks such as high-speed motion detection and navigation in low-light environments where conventional frame-based cameras suffer critically. This is attributed to their high temporal resolution, high dynamic range, and low-power consumption. However, conventional computer vision methods as well as deep Analog Neural Networks (ANNs) are not suited to work well with the asynchronous and discrete nature of event camera outputs. Spiking Neural Networks (SNNs) serve as ideal paradigms to handle event camera outputs, but deep SNNs suffer in terms of performance due to the spike vanishing phenomenon. To overcome these issues, we present Spike-FlowNet, a deep hybrid neural network architecture integrating SNNs and ANNs for efficiently estimating optical flow from sparse event camera outputs without sacrificing the performance. The network is end-to-end trained with self-supervised learning on Multi-Vehicle Stereo Event Camera (MVSEC) dataset. Spike-FlowNet outperforms its corresponding ANN-based method in terms of the optical flow prediction capability while providing significant computational efficiency." @default.
• W3092083701 created "2020-10-15" @default.
• W3092083701 creator A5008650954 @default.
• W3092083701 creator A5015496026 @default.
• W3092083701 creator A5031161187 @default.
• W3092083701 creator A5050660826 @default.
• W3092083701 creator A5070302005 @default.
• W3092083701 creator A5089891838 @default.
• W3092083701 date "2020-01-01" @default.
• W3092083701 modified "2023-10-12" @default.
• W3092083701 title "Spike-FlowNet: Event-Based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks" @default.
• W3092083701 cites W1570411240 @default.
• W3092083701 cites W1975697167 @default.
• W3092083701 cites W1998339166 @default.
• W3092083701 cites W1999085092 @default.
• W3092083701 cites W2012842163 @default.
• W3092083701 cites W2016574277 @default.
• W3092083701 cites W206948248 @default.
• W3092083701 cites W2092252351 @default.
• W3092083701 cites W2109596721 @default.
• W3092083701 cites W2112287655 @default.
• W3092083701 cites W2138913040 @default.
• W3092083701 cites W2150355110 @default.
• W3092083701 cites W2155302366 @default.
• W3092083701 cites W2400276193 @default.
• W3092083701 cites W2507953016 @default.
• W3092083701 cites W2739136981 @default.
• W3092083701 cites W2775079417 @default.
• W3092083701 cites W2783525259 @default.
• W3092083701 cites W2785582094 @default.
• W3092083701 cites W2788172931 @default.
• W3092083701 cites W2802377087 @default.
• W3092083701 cites W2904275768 @default.
• W3092083701 cites W2963481123 @default.
• W3092083701 cites W2963891416 @default.
• W3092083701 cites W3007283957 @default.
• W3092083701 cites W3038819247 @default.
• W3092083701 doi "https://doi.org/10.1007/978-3-030-58526-6_22" @default.
• W3092083701 hasPublicationYear "2020" @default.
• W3092083701 type Work @default.
• W3092083701 sameAs 3092083701 @default.
• W3092083701 citedByCount "53" @default.
• W3092083701 countsByYear W30920837012020 @default.
• W3092083701 countsByYear W30920837012021 @default.
• W3092083701 countsByYear W30920837012022 @default.
• W3092083701 countsByYear W30920837012023 @default.
• W3092083701 crossrefType "book-chapter" @default.
• W3092083701 hasAuthorship W3092083701A5008650954 @default.
• W3092083701 hasAuthorship W3092083701A5015496026 @default.
• W3092083701 hasAuthorship W3092083701A5031161187 @default.
• W3092083701 hasAuthorship W3092083701A5050660826 @default.
• W3092083701 hasAuthorship W3092083701A5070302005 @default.
• W3092083701 hasAuthorship W3092083701A5089891838 @default.
• W3092083701 hasBestOaLocation W30920837012 @default.
• W3092083701 hasConcept C108583219 @default.
• W3092083701 hasConcept C115903868 @default.
• W3092083701 hasConcept C115961682 @default.
• W3092083701 hasConcept C11731999 @default.
• W3092083701 hasConcept C121332964 @default.
• W3092083701 hasConcept C126042441 @default.
• W3092083701 hasConcept C151319957 @default.
• W3092083701 hasConcept C153180895 @default.
• W3092083701 hasConcept C154945302 @default.
• W3092083701 hasConcept C155542232 @default.
• W3092083701 hasConcept C2779662365 @default.
• W3092083701 hasConcept C2781390188 @default.
• W3092083701 hasConcept C31972630 @default.
• W3092083701 hasConcept C41008148 @default.
• W3092083701 hasConcept C50644808 @default.
• W3092083701 hasConcept C62520636 @default.
• W3092083701 hasConcept C76155785 @default.
• W3092083701 hasConceptScore W3092083701C108583219 @default.
• W3092083701 hasConceptScore W3092083701C115903868 @default.
• W3092083701 hasConceptScore W3092083701C115961682 @default.
• W3092083701 hasConceptScore W3092083701C11731999 @default.
• W3092083701 hasConceptScore W3092083701C121332964 @default.
• W3092083701 hasConceptScore W3092083701C126042441 @default.
• W3092083701 hasConceptScore W3092083701C151319957 @default.
• W3092083701 hasConceptScore W3092083701C153180895 @default.
• W3092083701 hasConceptScore W3092083701C154945302 @default.
• W3092083701 hasConceptScore W3092083701C155542232 @default.
• W3092083701 hasConceptScore W3092083701C2779662365 @default.
• W3092083701 hasConceptScore W3092083701C2781390188 @default.
• W3092083701 hasConceptScore W3092083701C31972630 @default.
• W3092083701 hasConceptScore W3092083701C41008148 @default.
• W3092083701 hasConceptScore W3092083701C50644808 @default.
• W3092083701 hasConceptScore W3092083701C62520636 @default.
• W3092083701 hasConceptScore W3092083701C76155785 @default.
• W3092083701 hasLocation W30920837011 @default.
• W3092083701 hasLocation W30920837012 @default.
• W3092083701 hasOpenAccess W3092083701 @default.
• W3092083701 hasPrimaryLocation W30920837011 @default.
• W3092083701 hasRelatedWork W1608643120 @default.
• W3092083701 hasRelatedWork W1935875823 @default.
• W3092083701 hasRelatedWork W1970467378 @default.
• W3092083701 hasRelatedWork W1973088480 @default.
• W3092083701 hasRelatedWork W2097144653 @default.
• W3092083701 hasRelatedWork W2123374136 @default.

• next