FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2696706365> ?p ?o ?g. }

• W2696706365 abstract "Recent works have shown that hierarchical models lead to significant improvement in human activity recognition, which can not only enhance descriptive capability, but also improve discriminative power. However, most existing methods exploit just one of the two advantages. In this paper, a new hierarchical spatio-temporal model (HSTM) is proposed to integrate feature learning into two-layer hierarchical classification model simultaneously. On the one hand, the two-layer model has sufficient descriptive capability. The bottom layer aims at capturing spatial relations in each frame and learning high-level representations, and the top layer utilizes these learned features to characterize temporal relations in the whole video sequence. On the other hand, the hierarchical model has strong discriminative power. Both spatial similarity and temporal similarity of activities are measured. Experimental results show that the HSTM can successfully recognize human activities with higher accuracies on one-person actions (KTH and UCF), human-human interactions (CASIA), and human-object interactional activities (Gupta)." @default.
• W2696706365 created "2017-06-30" @default.
• W2696706365 creator A5028467654 @default.
• W2696706365 creator A5036031567 @default.
• W2696706365 creator A5071889746 @default.
• W2696706365 creator A5075136358 @default.
• W2696706365 date "2017-03-01" @default.
• W2696706365 modified "2023-09-25" @default.
• W2696706365 title "Learning a hierarchical spatio-temporal model for human activity recognition" @default.
• W2696706365 cites W1892072966 @default.
• W2696706365 cites W1923332106 @default.
• W2696706365 cites W1941902227 @default.
• W2696706365 cites W1944615693 @default.
• W2696706365 cites W1967934172 @default.
• W2696706365 cites W1976323859 @default.
• W2696706365 cites W1979393784 @default.
• W2696706365 cites W1980956450 @default.
• W2696706365 cites W1989560997 @default.
• W2696706365 cites W1999192586 @default.
• W2696706365 cites W2057443918 @default.
• W2696706365 cites W2066757459 @default.
• W2696706365 cites W2101194540 @default.
• W2696706365 cites W2114361838 @default.
• W2696706365 cites W2136917337 @default.
• W2696706365 cites W2140978750 @default.
• W2696706365 cites W2149084152 @default.
• W2696706365 cites W2152239535 @default.
• W2696706365 cites W2156372729 @default.
• W2696706365 cites W2169393274 @default.
• W2696706365 cites W2533739470 @default.
• W2696706365 doi "https://doi.org/10.1109/icassp.2017.7952428" @default.
• W2696706365 hasPublicationYear "2017" @default.
• W2696706365 type Work @default.
• W2696706365 sameAs 2696706365 @default.
• W2696706365 citedByCount "5" @default.
• W2696706365 countsByYear W26967063652017 @default.
• W2696706365 countsByYear W26967063652018 @default.
• W2696706365 countsByYear W26967063652020 @default.
• W2696706365 countsByYear W26967063652022 @default.
• W2696706365 crossrefType "proceedings-article" @default.
• W2696706365 hasAuthorship W2696706365A5028467654 @default.
• W2696706365 hasAuthorship W2696706365A5036031567 @default.
• W2696706365 hasAuthorship W2696706365A5071889746 @default.
• W2696706365 hasAuthorship W2696706365A5075136358 @default.
• W2696706365 hasConcept C103278499 @default.
• W2696706365 hasConcept C115961682 @default.
• W2696706365 hasConcept C119857082 @default.
• W2696706365 hasConcept C121687571 @default.
• W2696706365 hasConcept C124101348 @default.
• W2696706365 hasConcept C126042441 @default.
• W2696706365 hasConcept C138885662 @default.
• W2696706365 hasConcept C144986985 @default.
• W2696706365 hasConcept C153180895 @default.
• W2696706365 hasConcept C154945302 @default.
• W2696706365 hasConcept C165696696 @default.
• W2696706365 hasConcept C178790620 @default.
• W2696706365 hasConcept C185592680 @default.
• W2696706365 hasConcept C2776401178 @default.
• W2696706365 hasConcept C2778112365 @default.
• W2696706365 hasConcept C2779227376 @default.
• W2696706365 hasConcept C2781238097 @default.
• W2696706365 hasConcept C38652104 @default.
• W2696706365 hasConcept C41008148 @default.
• W2696706365 hasConcept C41895202 @default.
• W2696706365 hasConcept C54355233 @default.
• W2696706365 hasConcept C76155785 @default.
• W2696706365 hasConcept C86803240 @default.
• W2696706365 hasConcept C97931131 @default.
• W2696706365 hasConceptScore W2696706365C103278499 @default.
• W2696706365 hasConceptScore W2696706365C115961682 @default.
• W2696706365 hasConceptScore W2696706365C119857082 @default.
• W2696706365 hasConceptScore W2696706365C121687571 @default.
• W2696706365 hasConceptScore W2696706365C124101348 @default.
• W2696706365 hasConceptScore W2696706365C126042441 @default.
• W2696706365 hasConceptScore W2696706365C138885662 @default.
• W2696706365 hasConceptScore W2696706365C144986985 @default.
• W2696706365 hasConceptScore W2696706365C153180895 @default.
• W2696706365 hasConceptScore W2696706365C154945302 @default.
• W2696706365 hasConceptScore W2696706365C165696696 @default.
• W2696706365 hasConceptScore W2696706365C178790620 @default.
• W2696706365 hasConceptScore W2696706365C185592680 @default.
• W2696706365 hasConceptScore W2696706365C2776401178 @default.
• W2696706365 hasConceptScore W2696706365C2778112365 @default.
• W2696706365 hasConceptScore W2696706365C2779227376 @default.
• W2696706365 hasConceptScore W2696706365C2781238097 @default.
• W2696706365 hasConceptScore W2696706365C38652104 @default.
• W2696706365 hasConceptScore W2696706365C41008148 @default.
• W2696706365 hasConceptScore W2696706365C41895202 @default.
• W2696706365 hasConceptScore W2696706365C54355233 @default.
• W2696706365 hasConceptScore W2696706365C76155785 @default.
• W2696706365 hasConceptScore W2696706365C86803240 @default.
• W2696706365 hasConceptScore W2696706365C97931131 @default.
• W2696706365 hasLocation W26967063651 @default.
• W2696706365 hasOpenAccess W2696706365 @default.
• W2696706365 hasPrimaryLocation W26967063651 @default.
• W2696706365 hasRelatedWork W1483867890 @default.
• W2696706365 hasRelatedWork W1492713237 @default.
• W2696706365 hasRelatedWork W1513096798 @default.
• W2696706365 hasRelatedWork W1517296358 @default.
• W2696706365 hasRelatedWork W1592888114 @default.

• next