FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2796020336> ?p ?o ?g. }

• W2796020336 abstract "In this paper, we present a detailed design of dynamic video segmentation network (DVSNet) for fast and efficient semantic video segmentation. DVSNet consists of two convolutional neural networks: a segmentation network and a flow network. The former generates highly accurate semantic segmentations, but is deeper and slower. The latter is much faster than the former, but its output requires further processing to generate less accurate semantic segmentations. We explore the use of a decision network to adaptively assign different frame regions to different networks based on a metric called expected confidence score. Frame regions with a higher expected confidence score traverse the flow network. Frame regions with a lower expected confidence score have to pass through the segmentation network. We have extensively performed experiments on various configurations of DVSNet, and investigated a number of variants for the proposed decision network. The experimental results show that our DVSNet is able to achieve up to 70.4% mIoU at 19.8 fps on the Cityscape dataset. A high speed version of DVSNet is able to deliver an fps of 30.4 with 63.2% mIoU on the same dataset. DVSNet is also able to reduce up to 95% of the computational workloads." @default.
• W2796020336 created "2018-04-13" @default.
• W2796020336 creator A5016353272 @default.
• W2796020336 creator A5028600832 @default.
• W2796020336 creator A5036747250 @default.
• W2796020336 creator A5046413348 @default.
• W2796020336 date "2018-04-03" @default.
• W2796020336 modified "2023-10-16" @default.
• W2796020336 title "Dynamic Video Segmentation Network" @default.
• W2796020336 cites W1522301498 @default.
• W2796020336 cites W1686810756 @default.
• W2796020336 cites W1849277567 @default.
• W2796020336 cites W1861492603 @default.
• W2796020336 cites W1923697677 @default.
• W2796020336 cites W2037227137 @default.
• W2796020336 cites W2109255472 @default.
• W2796020336 cites W2158865742 @default.
• W2796020336 cites W2161236525 @default.
• W2796020336 cites W2274287116 @default.
• W2796020336 cites W2286929393 @default.
• W2796020336 cites W2293078015 @default.
• W2796020336 cites W2339890635 @default.
• W2796020336 cites W2412782625 @default.
• W2796020336 cites W2508741746 @default.
• W2796020336 cites W2557406251 @default.
• W2796020336 cites W2611259176 @default.
• W2796020336 cites W2630837129 @default.
• W2796020336 cites W2737258237 @default.
• W2796020336 cites W2949117887 @default.
• W2796020336 cites W2949650786 @default.
• W2796020336 cites W2950179405 @default.
• W2796020336 cites W2950937274 @default.
• W2796020336 cites W2951523806 @default.
• W2796020336 cites W2952596663 @default.
• W2796020336 cites W2952632681 @default.
• W2796020336 cites W2953139137 @default.
• W2796020336 cites W2962728572 @default.
• W2796020336 cites W2962867954 @default.
• W2796020336 cites W2963866581 @default.
• W2796020336 doi "https://doi.org/10.48550/arxiv.1804.00931" @default.
• W2796020336 hasPublicationYear "2018" @default.
• W2796020336 type Work @default.
• W2796020336 sameAs 2796020336 @default.
• W2796020336 citedByCount "0" @default.
• W2796020336 crossrefType "posted-content" @default.
• W2796020336 hasAuthorship W2796020336A5016353272 @default.
• W2796020336 hasAuthorship W2796020336A5028600832 @default.
• W2796020336 hasAuthorship W2796020336A5036747250 @default.
• W2796020336 hasAuthorship W2796020336A5046413348 @default.
• W2796020336 hasBestOaLocation W27960203361 @default.
• W2796020336 hasConcept C114809511 @default.
• W2796020336 hasConcept C119857082 @default.
• W2796020336 hasConcept C124101348 @default.
• W2796020336 hasConcept C126042441 @default.
• W2796020336 hasConcept C126255220 @default.
• W2796020336 hasConcept C13280743 @default.
• W2796020336 hasConcept C153180895 @default.
• W2796020336 hasConcept C154945302 @default.
• W2796020336 hasConcept C162324750 @default.
• W2796020336 hasConcept C176217482 @default.
• W2796020336 hasConcept C176809094 @default.
• W2796020336 hasConcept C205649164 @default.
• W2796020336 hasConcept C21547014 @default.
• W2796020336 hasConcept C31258907 @default.
• W2796020336 hasConcept C33923547 @default.
• W2796020336 hasConcept C41008148 @default.
• W2796020336 hasConcept C50644808 @default.
• W2796020336 hasConcept C81363708 @default.
• W2796020336 hasConcept C89600930 @default.
• W2796020336 hasConceptScore W2796020336C114809511 @default.
• W2796020336 hasConceptScore W2796020336C119857082 @default.
• W2796020336 hasConceptScore W2796020336C124101348 @default.
• W2796020336 hasConceptScore W2796020336C126042441 @default.
• W2796020336 hasConceptScore W2796020336C126255220 @default.
• W2796020336 hasConceptScore W2796020336C13280743 @default.
• W2796020336 hasConceptScore W2796020336C153180895 @default.
• W2796020336 hasConceptScore W2796020336C154945302 @default.
• W2796020336 hasConceptScore W2796020336C162324750 @default.
• W2796020336 hasConceptScore W2796020336C176217482 @default.
• W2796020336 hasConceptScore W2796020336C176809094 @default.
• W2796020336 hasConceptScore W2796020336C205649164 @default.
• W2796020336 hasConceptScore W2796020336C21547014 @default.
• W2796020336 hasConceptScore W2796020336C31258907 @default.
• W2796020336 hasConceptScore W2796020336C33923547 @default.
• W2796020336 hasConceptScore W2796020336C41008148 @default.
• W2796020336 hasConceptScore W2796020336C50644808 @default.
• W2796020336 hasConceptScore W2796020336C81363708 @default.
• W2796020336 hasConceptScore W2796020336C89600930 @default.
• W2796020336 hasLocation W27960203361 @default.
• W2796020336 hasOpenAccess W2796020336 @default.
• W2796020336 hasPrimaryLocation W27960203361 @default.
• W2796020336 hasRelatedWork W2175746458 @default.
• W2796020336 hasRelatedWork W2732542196 @default.
• W2796020336 hasRelatedWork W2769435486 @default.
• W2796020336 hasRelatedWork W3027997911 @default.
• W2796020336 hasRelatedWork W3093612317 @default.
• W2796020336 hasRelatedWork W3102253946 @default.
• W2796020336 hasRelatedWork W4200528772 @default.
• W2796020336 hasRelatedWork W4287776258 @default.
• W2796020336 hasRelatedWork W4293211451 @default.

• next