FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205653891> ?p ?o ?g. }

• W4205653891 endingPage "103416" @default.
• W4205653891 startingPage "103416" @default.
• W4205653891 abstract "Vision-based gait emerged as the preferred biometric in smart surveillance systems due to its unobtrusive nature. Recent advancements in low-cost depth sensors resulted in numerous 3D skeleton-based gait analysis techniques. For spatial–temporal analysis, existing state-of-the-art algorithms use frame-level information as the timestamp. This paper proposes gait event-level spatial–temporal features and LSTM-based deep learning model that treats each gait event as a timestamp to identify individuals from walking patterns observed in single and multi-view scenarios. On four publicly available datasets, the proposed system stands superior to state-of-the-art approaches utilizing a variety of conventional benchmark protocols. The proposed system achieved a recognition rate of greater than 99% in low-level ranks during the CMC test, making it suitable for practical applications. The statistical study of gait event-level features demonstrated retrieved features’ discriminating capacity in classification. Additionally, the ANOVA test performed on findings from K folds demonstrated the proposed system’s significance in human identification." @default.
• W4205653891 created "2022-01-26" @default.
• W4205653891 creator A5055129016 @default.
• W4205653891 creator A5057047272 @default.
• W4205653891 date "2022-01-01" @default.
• W4205653891 modified "2023-10-17" @default.
• W4205653891 title "Human identification system using 3D skeleton-based gait features and LSTM model" @default.
• W4205653891 cites W1969100482 @default.
• W4205653891 cites W2030085475 @default.
• W4205653891 cites W2056898157 @default.
• W4205653891 cites W2064675550 @default.
• W4205653891 cites W2067905443 @default.
• W4205653891 cites W2109606373 @default.
• W4205653891 cites W2126680226 @default.
• W4205653891 cites W2405392835 @default.
• W4205653891 cites W2538878479 @default.
• W4205653891 cites W2558423823 @default.
• W4205653891 cites W2587763979 @default.
• W4205653891 cites W2603621370 @default.
• W4205653891 cites W2610635404 @default.
• W4205653891 cites W2743106775 @default.
• W4205653891 cites W2766630207 @default.
• W4205653891 cites W2767216394 @default.
• W4205653891 cites W2770895349 @default.
• W4205653891 cites W2896515397 @default.
• W4205653891 cites W2902259627 @default.
• W4205653891 cites W2916695504 @default.
• W4205653891 cites W2977530922 @default.
• W4205653891 cites W2983901841 @default.
• W4205653891 cites W2989592705 @default.
• W4205653891 cites W3007914324 @default.
• W4205653891 cites W3010790568 @default.
• W4205653891 cites W3014854053 @default.
• W4205653891 cites W3037601737 @default.
• W4205653891 cites W3045167173 @default.
• W4205653891 cites W3088750566 @default.
• W4205653891 cites W3132419015 @default.
• W4205653891 cites W3150815828 @default.
• W4205653891 cites W3189096331 @default.
• W4205653891 cites W747418368 @default.
• W4205653891 doi "https://doi.org/10.1016/j.jvcir.2021.103416" @default.
• W4205653891 hasPublicationYear "2022" @default.
• W4205653891 type Work @default.
• W4205653891 citedByCount "2" @default.
• W4205653891 countsByYear W42056538912022 @default.
• W4205653891 crossrefType "journal-article" @default.
• W4205653891 hasAuthorship W4205653891A5055129016 @default.
• W4205653891 hasAuthorship W4205653891A5057047272 @default.
• W4205653891 hasConcept C113954288 @default.
• W4205653891 hasConcept C116834253 @default.
• W4205653891 hasConcept C119857082 @default.
• W4205653891 hasConcept C121332964 @default.
• W4205653891 hasConcept C124101348 @default.
• W4205653891 hasConcept C13280743 @default.
• W4205653891 hasConcept C138885662 @default.
• W4205653891 hasConcept C151800584 @default.
• W4205653891 hasConcept C153180895 @default.
• W4205653891 hasConcept C154945302 @default.
• W4205653891 hasConcept C173906292 @default.
• W4205653891 hasConcept C184297639 @default.
• W4205653891 hasConcept C185798385 @default.
• W4205653891 hasConcept C205649164 @default.
• W4205653891 hasConcept C2776401178 @default.
• W4205653891 hasConcept C2779662365 @default.
• W4205653891 hasConcept C31972630 @default.
• W4205653891 hasConcept C41008148 @default.
• W4205653891 hasConcept C41895202 @default.
• W4205653891 hasConcept C42407357 @default.
• W4205653891 hasConcept C59822182 @default.
• W4205653891 hasConcept C62520636 @default.
• W4205653891 hasConcept C79403827 @default.
• W4205653891 hasConcept C86803240 @default.
• W4205653891 hasConceptScore W4205653891C113954288 @default.
• W4205653891 hasConceptScore W4205653891C116834253 @default.
• W4205653891 hasConceptScore W4205653891C119857082 @default.
• W4205653891 hasConceptScore W4205653891C121332964 @default.
• W4205653891 hasConceptScore W4205653891C124101348 @default.
• W4205653891 hasConceptScore W4205653891C13280743 @default.
• W4205653891 hasConceptScore W4205653891C138885662 @default.
• W4205653891 hasConceptScore W4205653891C151800584 @default.
• W4205653891 hasConceptScore W4205653891C153180895 @default.
• W4205653891 hasConceptScore W4205653891C154945302 @default.
• W4205653891 hasConceptScore W4205653891C173906292 @default.
• W4205653891 hasConceptScore W4205653891C184297639 @default.
• W4205653891 hasConceptScore W4205653891C185798385 @default.
• W4205653891 hasConceptScore W4205653891C205649164 @default.
• W4205653891 hasConceptScore W4205653891C2776401178 @default.
• W4205653891 hasConceptScore W4205653891C2779662365 @default.
• W4205653891 hasConceptScore W4205653891C31972630 @default.
• W4205653891 hasConceptScore W4205653891C41008148 @default.
• W4205653891 hasConceptScore W4205653891C41895202 @default.
• W4205653891 hasConceptScore W4205653891C42407357 @default.
• W4205653891 hasConceptScore W4205653891C59822182 @default.
• W4205653891 hasConceptScore W4205653891C62520636 @default.
• W4205653891 hasConceptScore W4205653891C79403827 @default.
• W4205653891 hasConceptScore W4205653891C86803240 @default.
• W4205653891 hasLocation W42056538911 @default.
• W4205653891 hasOpenAccess W4205653891 @default.

• next