Matches in SemOpenAlex for { <https://semopenalex.org/work/W3096732040> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3096732040 abstract "Gait recognition is one of the most important biometric technologies and has been applied in many fields. Recent gait recognition frameworks represent each human gait frame by descriptors extracted from either global appearances or local regions of humans. However, the representations based on global information often neglect the details of the gait frame, while local region based descriptors cannot capture the relations among neighboring regions, thus reducing their discriminativeness. In this paper, we propose a novel feature extraction and fusion framework to achieve discriminative feature representations for gait recognition. Towards this goal, we take advantage of both global visual information and local region details and develop a Global and Local Feature Extractor (GLFE). Specifically, our GLFE module is composed of our newly designed multiple global and local convolutional layers (GLConv) to ensemble global and local features in a principle manner. Furthermore, we present a novel operation, namely Local Temporal Aggregation (LTA), to further preserve the spatial information by reducing the temporal resolution to obtain higher spatial resolution. With the help of our GLFE and LTA, our method significantly improves the discriminativeness of our visual features, thus improving the gait recognition performance. Extensive experiments demonstrate that our proposed method outperforms state-of-the-art gait recognition methods on popular widely-used CASIA-B and OUMVLP datasets." @default.
- W3096732040 created "2020-11-09" @default.
- W3096732040 creator A5003076238 @default.
- W3096732040 creator A5008075761 @default.
- W3096732040 creator A5063642673 @default.
- W3096732040 creator A5066698982 @default.
- W3096732040 creator A5070864445 @default.
- W3096732040 date "2020-11-03" @default.
- W3096732040 modified "2023-09-27" @default.
- W3096732040 title "Learning Effective Representations from Global and Local Features for Cross-View Gait Recognition" @default.
- W3096732040 cites W1181052087 @default.
- W3096732040 cites W2038118117 @default.
- W3096732040 cites W2059901520 @default.
- W3096732040 cites W2068715223 @default.
- W3096732040 cites W2103610282 @default.
- W3096732040 cites W2104335344 @default.
- W3096732040 cites W2116800718 @default.
- W3096732040 cites W2136964982 @default.
- W3096732040 cites W2139391203 @default.
- W3096732040 cites W2148568366 @default.
- W3096732040 cites W2154171558 @default.
- W3096732040 cites W2517225990 @default.
- W3096732040 cites W2587215467 @default.
- W3096732040 cites W2598634450 @default.
- W3096732040 cites W2765328347 @default.
- W3096732040 cites W2789834341 @default.
- W3096732040 cites W2807461033 @default.
- W3096732040 cites W2899771611 @default.
- W3096732040 cites W2960957522 @default.
- W3096732040 hasPublicationYear "2020" @default.
- W3096732040 type Work @default.
- W3096732040 sameAs 3096732040 @default.
- W3096732040 citedByCount "2" @default.
- W3096732040 countsByYear W30967320402021 @default.
- W3096732040 crossrefType "posted-content" @default.
- W3096732040 hasAuthorship W3096732040A5003076238 @default.
- W3096732040 hasAuthorship W3096732040A5008075761 @default.
- W3096732040 hasAuthorship W3096732040A5063642673 @default.
- W3096732040 hasAuthorship W3096732040A5066698982 @default.
- W3096732040 hasAuthorship W3096732040A5070864445 @default.
- W3096732040 hasConcept C126042441 @default.
- W3096732040 hasConcept C138885662 @default.
- W3096732040 hasConcept C151800584 @default.
- W3096732040 hasConcept C153180895 @default.
- W3096732040 hasConcept C154945302 @default.
- W3096732040 hasConcept C184297639 @default.
- W3096732040 hasConcept C2776401178 @default.
- W3096732040 hasConcept C31972630 @default.
- W3096732040 hasConcept C41008148 @default.
- W3096732040 hasConcept C41895202 @default.
- W3096732040 hasConcept C42407357 @default.
- W3096732040 hasConcept C52622490 @default.
- W3096732040 hasConcept C76155785 @default.
- W3096732040 hasConcept C86803240 @default.
- W3096732040 hasConcept C97931131 @default.
- W3096732040 hasConceptScore W3096732040C126042441 @default.
- W3096732040 hasConceptScore W3096732040C138885662 @default.
- W3096732040 hasConceptScore W3096732040C151800584 @default.
- W3096732040 hasConceptScore W3096732040C153180895 @default.
- W3096732040 hasConceptScore W3096732040C154945302 @default.
- W3096732040 hasConceptScore W3096732040C184297639 @default.
- W3096732040 hasConceptScore W3096732040C2776401178 @default.
- W3096732040 hasConceptScore W3096732040C31972630 @default.
- W3096732040 hasConceptScore W3096732040C41008148 @default.
- W3096732040 hasConceptScore W3096732040C41895202 @default.
- W3096732040 hasConceptScore W3096732040C42407357 @default.
- W3096732040 hasConceptScore W3096732040C52622490 @default.
- W3096732040 hasConceptScore W3096732040C76155785 @default.
- W3096732040 hasConceptScore W3096732040C86803240 @default.
- W3096732040 hasConceptScore W3096732040C97931131 @default.
- W3096732040 hasLocation W30967320401 @default.
- W3096732040 hasOpenAccess W3096732040 @default.
- W3096732040 hasPrimaryLocation W30967320401 @default.
- W3096732040 hasRelatedWork W2466608878 @default.
- W3096732040 hasRelatedWork W2754370399 @default.
- W3096732040 hasRelatedWork W2765392974 @default.
- W3096732040 hasRelatedWork W2901693269 @default.
- W3096732040 hasRelatedWork W2907300572 @default.
- W3096732040 hasRelatedWork W2945236438 @default.
- W3096732040 hasRelatedWork W2957985854 @default.
- W3096732040 hasRelatedWork W2990401730 @default.
- W3096732040 hasRelatedWork W3012047728 @default.
- W3096732040 hasRelatedWork W3035400973 @default.
- W3096732040 hasRelatedWork W3093251642 @default.
- W3096732040 hasRelatedWork W3129204760 @default.
- W3096732040 hasRelatedWork W3157063219 @default.
- W3096732040 hasRelatedWork W3159398210 @default.
- W3096732040 hasRelatedWork W3159719055 @default.
- W3096732040 hasRelatedWork W3163457359 @default.
- W3096732040 hasRelatedWork W3168423733 @default.
- W3096732040 hasRelatedWork W3194184585 @default.
- W3096732040 hasRelatedWork W35537891 @default.
- W3096732040 hasRelatedWork W855623855 @default.
- W3096732040 isParatext "false" @default.
- W3096732040 isRetracted "false" @default.
- W3096732040 magId "3096732040" @default.
- W3096732040 workType "article" @default.