FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3089969279> ?p ?o ?g. }

• W3089969279 abstract "Existing deep learning based methods for 3D human pose estimation cannot be deployed on resource-constrained devices. In this paper, we propose a Tiny-HourglassNet for 3D human pose estimation that improves the efficiency of Stacked Hourglass Networks with a guarantee of estimation performance. To be concrete, we develop an efficient Tiny-Hourglass backbone with two different types of ShuffleNet V2 blocks. At the meantime, we present a Simple Estimation Head (SEH) to reduce the resource utility for depth prediction. Furthermore, we develop two feature enhancement modules, namely Feature Enhancement Module (FEM) and Intermediate Enhancement Module (IEM), to improve the feature representation ability of Tiny-HourglassNet without evident increment of resource usage and computational complexity. Experimental results demonstrate that Tiny-HourglassNet achieves equivalent accuracy with a reduction of 80% complexity (FLOPs) in comparison to the baselines." @default.
• W3089969279 created "2020-10-08" @default.
• W3089969279 creator A5002494284 @default.
• W3089969279 creator A5003565475 @default.
• W3089969279 creator A5007322337 @default.
• W3089969279 creator A5016006337 @default.
• W3089969279 creator A5037121594 @default.
• W3089969279 creator A5045342512 @default.
• W3089969279 creator A5060456658 @default.
• W3089969279 creator A5085193896 @default.
• W3089969279 date "2020-10-01" @default.
• W3089969279 modified "2023-10-10" @default.
• W3089969279 title "Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation" @default.
• W3089969279 cites W2080873731 @default.
• W3089969279 cites W2101032778 @default.
• W3089969279 cites W2163605009 @default.
• W3089969279 cites W2194775991 @default.
• W3089969279 cites W2307770531 @default.
• W3089969279 cites W2554247908 @default.
• W3089969279 cites W2604375920 @default.
• W3089969279 cites W2611932403 @default.
• W3089969279 cites W2612445135 @default.
• W3089969279 cites W2612706635 @default.
• W3089969279 cites W2756050327 @default.
• W3089969279 cites W2788865504 @default.
• W3089969279 cites W2795089319 @default.
• W3089969279 cites W2795096917 @default.
• W3089969279 cites W2797184202 @default.
• W3089969279 cites W2809890486 @default.
• W3089969279 cites W2883780447 @default.
• W3089969279 cites W2934361577 @default.
• W3089969279 cites W2963125010 @default.
• W3089969279 cites W2963420686 @default.
• W3089969279 doi "https://doi.org/10.1109/icip40778.2020.9191056" @default.
• W3089969279 hasPublicationYear "2020" @default.
• W3089969279 type Work @default.
• W3089969279 sameAs 3089969279 @default.
• W3089969279 citedByCount "1" @default.
• W3089969279 countsByYear W30899692792021 @default.
• W3089969279 crossrefType "proceedings-article" @default.
• W3089969279 hasAuthorship W3089969279A5002494284 @default.
• W3089969279 hasAuthorship W3089969279A5003565475 @default.
• W3089969279 hasAuthorship W3089969279A5007322337 @default.
• W3089969279 hasAuthorship W3089969279A5016006337 @default.
• W3089969279 hasAuthorship W3089969279A5037121594 @default.
• W3089969279 hasAuthorship W3089969279A5045342512 @default.
• W3089969279 hasAuthorship W3089969279A5060456658 @default.
• W3089969279 hasAuthorship W3089969279A5085193896 @default.
• W3089969279 hasConcept C111335779 @default.
• W3089969279 hasConcept C11413529 @default.
• W3089969279 hasConcept C127532173 @default.
• W3089969279 hasConcept C127964446 @default.
• W3089969279 hasConcept C138885662 @default.
• W3089969279 hasConcept C153180895 @default.
• W3089969279 hasConcept C154945302 @default.
• W3089969279 hasConcept C166957645 @default.
• W3089969279 hasConcept C173608175 @default.
• W3089969279 hasConcept C17744445 @default.
• W3089969279 hasConcept C179799912 @default.
• W3089969279 hasConcept C199539241 @default.
• W3089969279 hasConcept C2524010 @default.
• W3089969279 hasConcept C2776359362 @default.
• W3089969279 hasConcept C2776401178 @default.
• W3089969279 hasConcept C31972630 @default.
• W3089969279 hasConcept C33923547 @default.
• W3089969279 hasConcept C36613465 @default.
• W3089969279 hasConcept C3826847 @default.
• W3089969279 hasConcept C41008148 @default.
• W3089969279 hasConcept C41895202 @default.
• W3089969279 hasConcept C52102323 @default.
• W3089969279 hasConcept C52622490 @default.
• W3089969279 hasConcept C94625758 @default.
• W3089969279 hasConcept C95457728 @default.
• W3089969279 hasConceptScore W3089969279C111335779 @default.
• W3089969279 hasConceptScore W3089969279C11413529 @default.
• W3089969279 hasConceptScore W3089969279C127532173 @default.
• W3089969279 hasConceptScore W3089969279C127964446 @default.
• W3089969279 hasConceptScore W3089969279C138885662 @default.
• W3089969279 hasConceptScore W3089969279C153180895 @default.
• W3089969279 hasConceptScore W3089969279C154945302 @default.
• W3089969279 hasConceptScore W3089969279C166957645 @default.
• W3089969279 hasConceptScore W3089969279C173608175 @default.
• W3089969279 hasConceptScore W3089969279C17744445 @default.
• W3089969279 hasConceptScore W3089969279C179799912 @default.
• W3089969279 hasConceptScore W3089969279C199539241 @default.
• W3089969279 hasConceptScore W3089969279C2524010 @default.
• W3089969279 hasConceptScore W3089969279C2776359362 @default.
• W3089969279 hasConceptScore W3089969279C2776401178 @default.
• W3089969279 hasConceptScore W3089969279C31972630 @default.
• W3089969279 hasConceptScore W3089969279C33923547 @default.
• W3089969279 hasConceptScore W3089969279C36613465 @default.
• W3089969279 hasConceptScore W3089969279C3826847 @default.
• W3089969279 hasConceptScore W3089969279C41008148 @default.
• W3089969279 hasConceptScore W3089969279C41895202 @default.
• W3089969279 hasConceptScore W3089969279C52102323 @default.
• W3089969279 hasConceptScore W3089969279C52622490 @default.
• W3089969279 hasConceptScore W3089969279C94625758 @default.
• W3089969279 hasConceptScore W3089969279C95457728 @default.
• W3089969279 hasLocation W30899692791 @default.
• W3089969279 hasOpenAccess W3089969279 @default.

• next