FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2947432162> ?p ?o ?g. }

• W2947432162 abstract "In this paper, we propose a novel effective light-weight framework, called LightTrack, for online human pose tracking. The proposed framework is designed to be generic for top-down pose tracking and is faster than existing online and offline methods. Single-person Pose Tracking (SPT) and Visual Object Tracking (VOT) are incorporated into one unified functioning entity, easily implemented by a replaceable single-person pose estimation module. Our framework unifies single-person pose tracking with multi-person identity association and sheds first light upon bridging keypoint tracking with object tracking. We also propose a Siamese Graph Convolution Network (SGCN) for human pose matching as a Re-ID module in our pose tracking system. In contrary to other Re-ID modules, we use a graphical representation of human joints for matching. The skeleton-based representation effectively captures human pose similarity and is computationally inexpensive. It is robust to sudden camera shift that introduces human drifting. To the best of our knowledge, this is the first paper to propose an online human pose tracking framework in a top-down fashion. The proposed framework is general enough to fit other pose estimators and candidate matching mechanisms. Our method outperforms other online methods while maintaining a much higher frame rate, and is very competitive with our offline state-of-the-art. We make the code publicly available at: https://github.com/Guanghan/lighttrack." @default.
• W2947432162 created "2019-06-07" @default.
• W2947432162 creator A5081493266 @default.
• W2947432162 creator A5082349270 @default.
• W2947432162 date "2019-05-07" @default.
• W2947432162 modified "2023-09-24" @default.
• W2947432162 title "LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking" @default.
• W2947432162 cites W2080873731 @default.
• W2947432162 cites W2124781496 @default.
• W2947432162 cites W2135533529 @default.
• W2947432162 cites W2255781698 @default.
• W2947432162 cites W2407521645 @default.
• W2947432162 cites W2554082199 @default.
• W2947432162 cites W2555751471 @default.
• W2947432162 cites W2559320744 @default.
• W2947432162 cites W2766141522 @default.
• W2947432162 cites W2769331938 @default.
• W2947432162 cites W2769833683 @default.
• W2947432162 cites W2784435047 @default.
• W2947432162 cites W2788996589 @default.
• W2947432162 cites W2801438667 @default.
• W2947432162 cites W2886335102 @default.
• W2947432162 cites W2895150009 @default.
• W2947432162 cites W2904290346 @default.
• W2947432162 cites W2907715846 @default.
• W2947432162 cites W2914868659 @default.
• W2947432162 cites W2916798096 @default.
• W2947432162 cites W2949533892 @default.
• W2947432162 cites W2949650786 @default.
• W2947432162 cites W2950477723 @default.
• W2947432162 cites W2950762923 @default.
• W2947432162 cites W2951548327 @default.
• W2947432162 cites W2952025147 @default.
• W2947432162 cites W2963197583 @default.
• W2947432162 cites W2963402313 @default.
• W2947432162 cites W2964070329 @default.
• W2947432162 doi "https://doi.org/10.48550/arxiv.1905.02822" @default.
• W2947432162 hasPublicationYear "2019" @default.
• W2947432162 type Work @default.
• W2947432162 sameAs 2947432162 @default.
• W2947432162 citedByCount "4" @default.
• W2947432162 countsByYear W29474321622019 @default.
• W2947432162 countsByYear W29474321622020 @default.
• W2947432162 crossrefType "posted-content" @default.
• W2947432162 hasAuthorship W2947432162A5081493266 @default.
• W2947432162 hasAuthorship W2947432162A5082349270 @default.
• W2947432162 hasBestOaLocation W29474321621 @default.
• W2947432162 hasConcept C103278499 @default.
• W2947432162 hasConcept C105795698 @default.
• W2947432162 hasConcept C115961682 @default.
• W2947432162 hasConcept C132525143 @default.
• W2947432162 hasConcept C154586513 @default.
• W2947432162 hasConcept C154945302 @default.
• W2947432162 hasConcept C157286648 @default.
• W2947432162 hasConcept C15744967 @default.
• W2947432162 hasConcept C165064840 @default.
• W2947432162 hasConcept C177264268 @default.
• W2947432162 hasConcept C17744445 @default.
• W2947432162 hasConcept C19417346 @default.
• W2947432162 hasConcept C199360897 @default.
• W2947432162 hasConcept C199539241 @default.
• W2947432162 hasConcept C202474056 @default.
• W2947432162 hasConcept C22100474 @default.
• W2947432162 hasConcept C2775936607 @default.
• W2947432162 hasConcept C2776359362 @default.
• W2947432162 hasConcept C2776760102 @default.
• W2947432162 hasConcept C2781238097 @default.
• W2947432162 hasConcept C31972630 @default.
• W2947432162 hasConcept C33923547 @default.
• W2947432162 hasConcept C36613465 @default.
• W2947432162 hasConcept C41008148 @default.
• W2947432162 hasConcept C52102323 @default.
• W2947432162 hasConcept C56461940 @default.
• W2947432162 hasConcept C80444323 @default.
• W2947432162 hasConcept C94625758 @default.
• W2947432162 hasConceptScore W2947432162C103278499 @default.
• W2947432162 hasConceptScore W2947432162C105795698 @default.
• W2947432162 hasConceptScore W2947432162C115961682 @default.
• W2947432162 hasConceptScore W2947432162C132525143 @default.
• W2947432162 hasConceptScore W2947432162C154586513 @default.
• W2947432162 hasConceptScore W2947432162C154945302 @default.
• W2947432162 hasConceptScore W2947432162C157286648 @default.
• W2947432162 hasConceptScore W2947432162C15744967 @default.
• W2947432162 hasConceptScore W2947432162C165064840 @default.
• W2947432162 hasConceptScore W2947432162C177264268 @default.
• W2947432162 hasConceptScore W2947432162C17744445 @default.
• W2947432162 hasConceptScore W2947432162C19417346 @default.
• W2947432162 hasConceptScore W2947432162C199360897 @default.
• W2947432162 hasConceptScore W2947432162C199539241 @default.
• W2947432162 hasConceptScore W2947432162C202474056 @default.
• W2947432162 hasConceptScore W2947432162C22100474 @default.
• W2947432162 hasConceptScore W2947432162C2775936607 @default.
• W2947432162 hasConceptScore W2947432162C2776359362 @default.
• W2947432162 hasConceptScore W2947432162C2776760102 @default.
• W2947432162 hasConceptScore W2947432162C2781238097 @default.
• W2947432162 hasConceptScore W2947432162C31972630 @default.
• W2947432162 hasConceptScore W2947432162C33923547 @default.
• W2947432162 hasConceptScore W2947432162C36613465 @default.
• W2947432162 hasConceptScore W2947432162C41008148 @default.
• W2947432162 hasConceptScore W2947432162C52102323 @default.

• next