FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312925317> ?p ?o ?g. }

• W4312925317 abstract "In this paper, we present a novel Distribution-Aware Single-stage (DAS) model for tackling the challenging multi-person 3D pose estimation problem. Different from existing top-down and bottom-up methods, the proposed DAS model simultaneously localizes person positions and their corresponding body joints in the 3D camera space in a one-pass manner. This leads to a simplified pipeline with enhanced efficiency. In addition, DAS learns the true distribution of body joints for the regression of their positions, rather than making a simple Laplacian or Gaussian assumption as previous works. This provides valuable priors for model prediction and thus boosts the regression-based scheme to achieve competitive performance with volumetric-base ones. Moreover, DAS exploits a recur-sive update strategy for progressively approaching to regression target, alleviating the optimization difficulty and further lifting the regression performance. DAS is implemented with a fully Convolutional Neural Network and end-to-end learnable. Comprehensive experiments on benchmarks CMU Panoptic and MuPoTS-3D demonstrate the superior efficiency of the proposed DAS model, specifically 1.5x speedup over previous best model, and its stat-of-the-art accuracy for multi-person 3D pose estimation." @default.
• W4312925317 created "2023-01-05" @default.
• W4312925317 creator A5008232261 @default.
• W4312925317 creator A5015856593 @default.
• W4312925317 creator A5029978692 @default.
• W4312925317 creator A5062309027 @default.
• W4312925317 creator A5065392880 @default.
• W4312925317 date "2022-06-01" @default.
• W4312925317 modified "2023-09-30" @default.
• W4312925317 title "Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation" @default.
• W4312925317 cites W2089513492 @default.
• W4312925317 cites W2092385861 @default.
• W4312925317 cites W2137940226 @default.
• W4312925317 cites W2150059981 @default.
• W4312925317 cites W2194775991 @default.
• W4312925317 cites W2215643317 @default.
• W4312925317 cites W2554247908 @default.
• W4312925317 cites W2559085405 @default.
• W4312925317 cites W2565639579 @default.
• W4312925317 cites W2585185777 @default.
• W4312925317 cites W2604375920 @default.
• W4312925317 cites W2605947573 @default.
• W4312925317 cites W2792747672 @default.
• W4312925317 cites W2797184202 @default.
• W4312925317 cites W2798411580 @default.
• W4312925317 cites W2888934629 @default.
• W4312925317 cites W2963351448 @default.
• W4312925317 cites W2982770724 @default.
• W4312925317 cites W2993728126 @default.
• W4312925317 cites W2998273692 @default.
• W4312925317 cites W3035129432 @default.
• W4312925317 cites W3035581100 @default.
• W4312925317 cites W3106126861 @default.
• W4312925317 cites W3108664802 @default.
• W4312925317 cites W3109769043 @default.
• W4312925317 cites W3169660519 @default.
• W4312925317 cites W3203617912 @default.
• W4312925317 cites W4214517305 @default.
• W4312925317 cites W4229890965 @default.
• W4312925317 doi "https://doi.org/10.1109/cvpr52688.2022.01275" @default.
• W4312925317 hasPublicationYear "2022" @default.
• W4312925317 type Work @default.
• W4312925317 citedByCount "10" @default.
• W4312925317 countsByYear W43129253172022 @default.
• W4312925317 countsByYear W43129253172023 @default.
• W4312925317 crossrefType "proceedings-article" @default.
• W4312925317 hasAuthorship W4312925317A5008232261 @default.
• W4312925317 hasAuthorship W4312925317A5015856593 @default.
• W4312925317 hasAuthorship W4312925317A5029978692 @default.
• W4312925317 hasAuthorship W4312925317A5062309027 @default.
• W4312925317 hasAuthorship W4312925317A5065392880 @default.
• W4312925317 hasBestOaLocation W43129253172 @default.
• W4312925317 hasConcept C105795698 @default.
• W4312925317 hasConcept C107673813 @default.
• W4312925317 hasConcept C111919701 @default.
• W4312925317 hasConcept C119857082 @default.
• W4312925317 hasConcept C121332964 @default.
• W4312925317 hasConcept C153180895 @default.
• W4312925317 hasConcept C154945302 @default.
• W4312925317 hasConcept C163716315 @default.
• W4312925317 hasConcept C177769412 @default.
• W4312925317 hasConcept C199360897 @default.
• W4312925317 hasConcept C31972630 @default.
• W4312925317 hasConcept C33923547 @default.
• W4312925317 hasConcept C36613465 @default.
• W4312925317 hasConcept C41008148 @default.
• W4312925317 hasConcept C43521106 @default.
• W4312925317 hasConcept C52102323 @default.
• W4312925317 hasConcept C62520636 @default.
• W4312925317 hasConcept C68339613 @default.
• W4312925317 hasConcept C81363708 @default.
• W4312925317 hasConcept C83546350 @default.
• W4312925317 hasConceptScore W4312925317C105795698 @default.
• W4312925317 hasConceptScore W4312925317C107673813 @default.
• W4312925317 hasConceptScore W4312925317C111919701 @default.
• W4312925317 hasConceptScore W4312925317C119857082 @default.
• W4312925317 hasConceptScore W4312925317C121332964 @default.
• W4312925317 hasConceptScore W4312925317C153180895 @default.
• W4312925317 hasConceptScore W4312925317C154945302 @default.
• W4312925317 hasConceptScore W4312925317C163716315 @default.
• W4312925317 hasConceptScore W4312925317C177769412 @default.
• W4312925317 hasConceptScore W4312925317C199360897 @default.
• W4312925317 hasConceptScore W4312925317C31972630 @default.
• W4312925317 hasConceptScore W4312925317C33923547 @default.
• W4312925317 hasConceptScore W4312925317C36613465 @default.
• W4312925317 hasConceptScore W4312925317C41008148 @default.
• W4312925317 hasConceptScore W4312925317C43521106 @default.
• W4312925317 hasConceptScore W4312925317C52102323 @default.
• W4312925317 hasConceptScore W4312925317C62520636 @default.
• W4312925317 hasConceptScore W4312925317C68339613 @default.
• W4312925317 hasConceptScore W4312925317C81363708 @default.
• W4312925317 hasConceptScore W4312925317C83546350 @default.
• W4312925317 hasFunder F4320321001 @default.
• W4312925317 hasFunder F4320335787 @default.
• W4312925317 hasLocation W43129253171 @default.
• W4312925317 hasLocation W43129253172 @default.
• W4312925317 hasOpenAccess W4312925317 @default.
• W4312925317 hasPrimaryLocation W43129253171 @default.
• W4312925317 hasRelatedWork W1968716783 @default.
• W4312925317 hasRelatedWork W2004095265 @default.

• next