FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3125253896> ?p ?o ?g. }

• W3125253896 abstract "Gait recognition is a promising video-based biometric for identifying individual walking patterns from a long distance. At present, most gait recognition methods use silhouette images to represent a person in each frame. However, silhouette images can lose fine-grained spatial information, and most papers do not regard how to obtain these silhouettes in complex scenes. Furthermore, silhouette images contain not only gait features but also other visual clues that can be recognized. Hence these approaches can not be considered as strict gait recognition. We leverage recent advances in human pose estimation to estimate robust skeleton poses directly from RGB images to bring back model-based gait recognition with a cleaner representation of gait. Thus, we propose GaitGraph that combines skeleton poses with Graph Convolutional Network (GCN) to obtain a modern model-based approach for gait recognition. The main advantages are a cleaner, more elegant extraction of the gait features and the ability to incorporate powerful spatio-temporal modeling using GCN. Experiments on the popular CASIA-B gait dataset show that our method archives state-of-the-art performance in model-based gait recognition. The code and models are publicly available." @default.
• W3125253896 created "2021-02-01" @default.
• W3125253896 creator A5003778152 @default.
• W3125253896 creator A5031810609 @default.
• W3125253896 creator A5039092855 @default.
• W3125253896 creator A5053560842 @default.
• W3125253896 creator A5054514789 @default.
• W3125253896 creator A5084517854 @default.
• W3125253896 date "2021-01-27" @default.
• W3125253896 modified "2023-09-23" @default.
• W3125253896 title "GaitGraph: Graph Convolutional Network for Skeleton-Based Gait Recognition" @default.
• W3125253896 cites W1861492603 @default.
• W3125253896 cites W2104335344 @default.
• W3125253896 cites W2126680226 @default.
• W3125253896 cites W2131737076 @default.
• W3125253896 cites W2149516292 @default.
• W3125253896 cites W2322772590 @default.
• W3125253896 cites W2517225990 @default.
• W3125253896 cites W2765328347 @default.
• W3125253896 cites W2788751553 @default.
• W3125253896 cites W2886790699 @default.
• W3125253896 cites W2916798096 @default.
• W3125253896 cites W2962681434 @default.
• W3125253896 cites W2963076818 @default.
• W3125253896 cites W2963301258 @default.
• W3125253896 cites W2963854019 @default.
• W3125253896 cites W2966138416 @default.
• W3125253896 cites W2977530922 @default.
• W3125253896 cites W3034399482 @default.
• W3125253896 cites W3035400973 @default.
• W3125253896 cites W3100345210 @default.
• W3125253896 hasPublicationYear "2021" @default.
• W3125253896 type Work @default.
• W3125253896 sameAs 3125253896 @default.
• W3125253896 citedByCount "1" @default.
• W3125253896 countsByYear W31252538962021 @default.
• W3125253896 crossrefType "posted-content" @default.
• W3125253896 hasAuthorship W3125253896A5003778152 @default.
• W3125253896 hasAuthorship W3125253896A5031810609 @default.
• W3125253896 hasAuthorship W3125253896A5039092855 @default.
• W3125253896 hasAuthorship W3125253896A5053560842 @default.
• W3125253896 hasAuthorship W3125253896A5054514789 @default.
• W3125253896 hasAuthorship W3125253896A5084517854 @default.
• W3125253896 hasConcept C132525143 @default.
• W3125253896 hasConcept C151800584 @default.
• W3125253896 hasConcept C153083717 @default.
• W3125253896 hasConcept C153180895 @default.
• W3125253896 hasConcept C154945302 @default.
• W3125253896 hasConcept C173906292 @default.
• W3125253896 hasConcept C17744445 @default.
• W3125253896 hasConcept C184297639 @default.
• W3125253896 hasConcept C199539241 @default.
• W3125253896 hasConcept C2776359362 @default.
• W3125253896 hasConcept C31972630 @default.
• W3125253896 hasConcept C41008148 @default.
• W3125253896 hasConcept C42407357 @default.
• W3125253896 hasConcept C58103923 @default.
• W3125253896 hasConcept C80444323 @default.
• W3125253896 hasConcept C81363708 @default.
• W3125253896 hasConcept C82990744 @default.
• W3125253896 hasConcept C86803240 @default.
• W3125253896 hasConcept C94625758 @default.
• W3125253896 hasConceptScore W3125253896C132525143 @default.
• W3125253896 hasConceptScore W3125253896C151800584 @default.
• W3125253896 hasConceptScore W3125253896C153083717 @default.
• W3125253896 hasConceptScore W3125253896C153180895 @default.
• W3125253896 hasConceptScore W3125253896C154945302 @default.
• W3125253896 hasConceptScore W3125253896C173906292 @default.
• W3125253896 hasConceptScore W3125253896C17744445 @default.
• W3125253896 hasConceptScore W3125253896C184297639 @default.
• W3125253896 hasConceptScore W3125253896C199539241 @default.
• W3125253896 hasConceptScore W3125253896C2776359362 @default.
• W3125253896 hasConceptScore W3125253896C31972630 @default.
• W3125253896 hasConceptScore W3125253896C41008148 @default.
• W3125253896 hasConceptScore W3125253896C42407357 @default.
• W3125253896 hasConceptScore W3125253896C58103923 @default.
• W3125253896 hasConceptScore W3125253896C80444323 @default.
• W3125253896 hasConceptScore W3125253896C81363708 @default.
• W3125253896 hasConceptScore W3125253896C82990744 @default.
• W3125253896 hasConceptScore W3125253896C86803240 @default.
• W3125253896 hasConceptScore W3125253896C94625758 @default.
• W3125253896 hasLocation W31252538961 @default.
• W3125253896 hasOpenAccess W3125253896 @default.
• W3125253896 hasPrimaryLocation W31252538961 @default.
• W3125253896 hasRelatedWork W113731755 @default.
• W3125253896 hasRelatedWork W1507469440 @default.
• W3125253896 hasRelatedWork W1953543587 @default.
• W3125253896 hasRelatedWork W1974961708 @default.
• W3125253896 hasRelatedWork W2126680226 @default.
• W3125253896 hasRelatedWork W2215122932 @default.
• W3125253896 hasRelatedWork W2548179557 @default.
• W3125253896 hasRelatedWork W2609963459 @default.
• W3125253896 hasRelatedWork W2790191723 @default.
• W3125253896 hasRelatedWork W2894383060 @default.
• W3125253896 hasRelatedWork W2948793584 @default.
• W3125253896 hasRelatedWork W2962681434 @default.
• W3125253896 hasRelatedWork W3007914324 @default.
• W3125253896 hasRelatedWork W3127043252 @default.
• W3125253896 hasRelatedWork W3128882859 @default.
• W3125253896 hasRelatedWork W3142506192 @default.

• next