Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912796020> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W2912796020 endingPage "351" @default.
- W2912796020 startingPage "329" @default.
- W2912796020 abstract "In this work, we propose a novel context-aware framework towards long-term person re-identification. In contrast to the classical context-unaware architecture, in this method we exploit contextual features that can be identified reliably and guide the re-identification process in a much faster and accurate manner. The system is designed for the long-term Re-ID in walking scenarios, so persons are characterized by soft-biometric features (i.e., anthropometric and gait) acquired using a Kinect(^mathrm {TM}) v.2 sensor. Context is associated to the posture of the person with respect to the camera, since the quality of the data acquired from the used sensor significantly depends on this variable. Within each context, only the most relevant features are selected with the help of feature selection techniques, and custom individual classifiers are trained. Afterwards, a context-aware ensemble fusion strategy which we term as ‘Context specific score-level fusion’, merges the results of individual classifiers. In typical ‘in-the-wild’ scenarios the samples of a person may not appear in all contexts of interest. To tackle this problem we propose a cross-context analysis where features are mapped between contexts and allow the transfer of the identification characteristics of a person between different contexts. We demonstrate in this work the experimental verification of the performance of the proposed context-aware system against the classical context-unaware system. We include in the results the analysis of switching context conditions within a video sequence through a pilot study of circular path movement. All the analysis accentuate the impact of contexts in simplifying the searching process by bestowing promising results." @default.
- W2912796020 created "2019-02-21" @default.
- W2912796020 creator A5028959217 @default.
- W2912796020 creator A5049298671 @default.
- W2912796020 date "2019-01-01" @default.
- W2912796020 modified "2023-09-24" @default.
- W2912796020 title "A Context-Aware Method for View-Point Invariant Long-Term Re-identification" @default.
- W2912796020 cites W138224622 @default.
- W2912796020 cites W1558096990 @default.
- W2912796020 cites W1585588639 @default.
- W2912796020 cites W1594368566 @default.
- W2912796020 cites W2052184388 @default.
- W2912796020 cites W2072026441 @default.
- W2912796020 cites W2135321175 @default.
- W2912796020 cites W2138444337 @default.
- W2912796020 cites W2159543062 @default.
- W2912796020 cites W2182983406 @default.
- W2912796020 cites W2209524052 @default.
- W2912796020 cites W2209877316 @default.
- W2912796020 cites W2476685681 @default.
- W2912796020 cites W2555361934 @default.
- W2912796020 cites W2602987301 @default.
- W2912796020 cites W2603621370 @default.
- W2912796020 cites W2731389515 @default.
- W2912796020 cites W85220554 @default.
- W2912796020 doi "https://doi.org/10.1007/978-3-030-12209-6_16" @default.
- W2912796020 hasPublicationYear "2019" @default.
- W2912796020 type Work @default.
- W2912796020 sameAs 2912796020 @default.
- W2912796020 citedByCount "0" @default.
- W2912796020 crossrefType "book-chapter" @default.
- W2912796020 hasAuthorship W2912796020A5028959217 @default.
- W2912796020 hasAuthorship W2912796020A5049298671 @default.
- W2912796020 hasConcept C116834253 @default.
- W2912796020 hasConcept C121332964 @default.
- W2912796020 hasConcept C1276947 @default.
- W2912796020 hasConcept C154945302 @default.
- W2912796020 hasConcept C166957645 @default.
- W2912796020 hasConcept C190470478 @default.
- W2912796020 hasConcept C23123220 @default.
- W2912796020 hasConcept C2524010 @default.
- W2912796020 hasConcept C2779343474 @default.
- W2912796020 hasConcept C28719098 @default.
- W2912796020 hasConcept C33923547 @default.
- W2912796020 hasConcept C37914503 @default.
- W2912796020 hasConcept C41008148 @default.
- W2912796020 hasConcept C59822182 @default.
- W2912796020 hasConcept C61797465 @default.
- W2912796020 hasConcept C86803240 @default.
- W2912796020 hasConcept C95457728 @default.
- W2912796020 hasConceptScore W2912796020C116834253 @default.
- W2912796020 hasConceptScore W2912796020C121332964 @default.
- W2912796020 hasConceptScore W2912796020C1276947 @default.
- W2912796020 hasConceptScore W2912796020C154945302 @default.
- W2912796020 hasConceptScore W2912796020C166957645 @default.
- W2912796020 hasConceptScore W2912796020C190470478 @default.
- W2912796020 hasConceptScore W2912796020C23123220 @default.
- W2912796020 hasConceptScore W2912796020C2524010 @default.
- W2912796020 hasConceptScore W2912796020C2779343474 @default.
- W2912796020 hasConceptScore W2912796020C28719098 @default.
- W2912796020 hasConceptScore W2912796020C33923547 @default.
- W2912796020 hasConceptScore W2912796020C37914503 @default.
- W2912796020 hasConceptScore W2912796020C41008148 @default.
- W2912796020 hasConceptScore W2912796020C59822182 @default.
- W2912796020 hasConceptScore W2912796020C61797465 @default.
- W2912796020 hasConceptScore W2912796020C86803240 @default.
- W2912796020 hasConceptScore W2912796020C95457728 @default.
- W2912796020 hasLocation W29127960201 @default.
- W2912796020 hasOpenAccess W2912796020 @default.
- W2912796020 hasPrimaryLocation W29127960201 @default.
- W2912796020 hasRelatedWork W2101955803 @default.
- W2912796020 hasRelatedWork W2115485936 @default.
- W2912796020 hasRelatedWork W2119135658 @default.
- W2912796020 hasRelatedWork W2119214692 @default.
- W2912796020 hasRelatedWork W2144190808 @default.
- W2912796020 hasRelatedWork W2357241418 @default.
- W2912796020 hasRelatedWork W2366644548 @default.
- W2912796020 hasRelatedWork W2376314740 @default.
- W2912796020 hasRelatedWork W2384888906 @default.
- W2912796020 hasRelatedWork W2469626427 @default.
- W2912796020 isParatext "false" @default.
- W2912796020 isRetracted "false" @default.
- W2912796020 magId "2912796020" @default.
- W2912796020 workType "book-chapter" @default.