FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2096688401> ?p ?o ?g. }

• W2096688401 endingPage "1439" @default.
• W2096688401 startingPage "1429" @default.
• W2096688401 abstract "This paper proposes a supervised modeling approach for gait-based gender classification. Different from traditional temporal modeling methods, male and female gait traits are competitively learned by the addition of gender labels. Shape appearance and temporal dynamics of both genders are integrated into a sequential model called mixed conditional random field (CRF) (MCRF), which provides an open framework applicable to various spatiotemporal features. In this paper, for the spatial part, pyramids of fitting coefficients are used to generate the gait shape descriptors; for the temporal part, neighborhood-preserving embeddings are clustered to allocate the stance indexes over gait cycles. During these processes, we employ evaluation functions like the partition index and Xie and Beni's index to improve the feature sparseness. By fusion of shape descriptors and stance indexes, the MCRF is constructed in coordination with intra- and intergender temporary Markov properties. Analogous to the maximum likelihood decision used in hidden Markov models (HMMs), several classification strategies on the MCRF are discussed. We use CASIA (Data set B) and IRIP Gait Databases for the experiments. The results show the superior performance of the MCRF over HMMs and separately trained CRFs." @default.
• W2096688401 created "2016-06-24" @default.
• W2096688401 creator A5028016065 @default.
• W2096688401 creator A5050613147 @default.
• W2096688401 creator A5057385920 @default.
• W2096688401 creator A5088746837 @default.
• W2096688401 date "2011-10-01" @default.
• W2096688401 modified "2023-10-07" @default.
• W2096688401 title "Gait-Based Gender Classification Using Mixed Conditional Random Field" @default.
• W2096688401 cites W1996747841 @default.
• W2096688401 cites W2000740329 @default.
• W2096688401 cites W2001141328 @default.
• W2096688401 cites W2010399676 @default.
• W2096688401 cites W2025242337 @default.
• W2096688401 cites W2034383054 @default.
• W2096688401 cites W2038118117 @default.
• W2096688401 cites W2045499275 @default.
• W2096688401 cites W2050785999 @default.
• W2096688401 cites W2053186076 @default.
• W2096688401 cites W2057175746 @default.
• W2096688401 cites W2101534792 @default.
• W2096688401 cites W2102742858 @default.
• W2096688401 cites W2107969104 @default.
• W2096688401 cites W2117497855 @default.
• W2096688401 cites W2120861453 @default.
• W2096688401 cites W2122123235 @default.
• W2096688401 cites W2126680226 @default.
• W2096688401 cites W2126888709 @default.
• W2096688401 cites W2135541996 @default.
• W2096688401 cites W2136964982 @default.
• W2096688401 cites W2142532896 @default.
• W2096688401 cites W2151458682 @default.
• W2096688401 cites W2152115238 @default.
• W2096688401 cites W2152914237 @default.
• W2096688401 cites W2154624311 @default.
• W2096688401 cites W2156515921 @default.
• W2096688401 cites W2157014597 @default.
• W2096688401 cites W2158461740 @default.
• W2096688401 cites W2169039276 @default.
• W2096688401 cites W2170057905 @default.
• W2096688401 cites W2172043283 @default.
• W2096688401 doi "https://doi.org/10.1109/tsmcb.2011.2149518" @default.
• W2096688401 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/21622075" @default.
• W2096688401 hasPublicationYear "2011" @default.
• W2096688401 type Work @default.
• W2096688401 sameAs 2096688401 @default.
• W2096688401 citedByCount "48" @default.
• W2096688401 countsByYear W20966884012012 @default.
• W2096688401 countsByYear W20966884012013 @default.
• W2096688401 countsByYear W20966884012014 @default.
• W2096688401 countsByYear W20966884012015 @default.
• W2096688401 countsByYear W20966884012016 @default.
• W2096688401 countsByYear W20966884012017 @default.
• W2096688401 countsByYear W20966884012018 @default.
• W2096688401 countsByYear W20966884012019 @default.
• W2096688401 countsByYear W20966884012020 @default.
• W2096688401 countsByYear W20966884012021 @default.
• W2096688401 countsByYear W20966884012022 @default.
• W2096688401 countsByYear W20966884012023 @default.
• W2096688401 crossrefType "journal-article" @default.
• W2096688401 hasAuthorship W2096688401A5028016065 @default.
• W2096688401 hasAuthorship W2096688401A5050613147 @default.
• W2096688401 hasAuthorship W2096688401A5057385920 @default.
• W2096688401 hasAuthorship W2096688401A5088746837 @default.
• W2096688401 hasConcept C114614502 @default.
• W2096688401 hasConcept C119857082 @default.
• W2096688401 hasConcept C124504099 @default.
• W2096688401 hasConcept C138885662 @default.
• W2096688401 hasConcept C151800584 @default.
• W2096688401 hasConcept C152565575 @default.
• W2096688401 hasConcept C153180895 @default.
• W2096688401 hasConcept C154945302 @default.
• W2096688401 hasConcept C202444582 @default.
• W2096688401 hasConcept C23224414 @default.
• W2096688401 hasConcept C2775953691 @default.
• W2096688401 hasConcept C2776401178 @default.
• W2096688401 hasConcept C2778045648 @default.
• W2096688401 hasConcept C33923547 @default.
• W2096688401 hasConcept C41008148 @default.
• W2096688401 hasConcept C41895202 @default.
• W2096688401 hasConcept C42407357 @default.
• W2096688401 hasConcept C42812 @default.
• W2096688401 hasConcept C86803240 @default.
• W2096688401 hasConcept C89600930 @default.
• W2096688401 hasConcept C9652623 @default.
• W2096688401 hasConceptScore W2096688401C114614502 @default.
• W2096688401 hasConceptScore W2096688401C119857082 @default.
• W2096688401 hasConceptScore W2096688401C124504099 @default.
• W2096688401 hasConceptScore W2096688401C138885662 @default.
• W2096688401 hasConceptScore W2096688401C151800584 @default.
• W2096688401 hasConceptScore W2096688401C152565575 @default.
• W2096688401 hasConceptScore W2096688401C153180895 @default.
• W2096688401 hasConceptScore W2096688401C154945302 @default.
• W2096688401 hasConceptScore W2096688401C202444582 @default.
• W2096688401 hasConceptScore W2096688401C23224414 @default.
• W2096688401 hasConceptScore W2096688401C2775953691 @default.
• W2096688401 hasConceptScore W2096688401C2776401178 @default.
• W2096688401 hasConceptScore W2096688401C2778045648 @default.

• next