FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4304080369> ?p ?o ?g. }

• W4304080369 abstract "Video anomaly detection aims to discriminate events that deviate from normal patterns in a video. Modeling the decision boundaries of anomalies is challenging, due to the uncertainty in the probability of deviating from normal patterns. In this paper, we propose a deep evidential reasoning method that explicitly learns the uncertainty to model the boundaries. Our method encodes various visual cues as evidences representing potential deviations, assigns beliefs to the predicted probability of deviating from normal patterns based on the evidences, and estimates the uncertainty from the remained beliefs to model the boundaries. To do this, we build a deep evidential reasoning network to encode evidence vectors and estimate uncertainty by learning evidence distributions and deriving beliefs from the distributions. We introduce an unsupervised strategy to train our network by minimizing an energy function of the deep Gaussian mixed model (GMM). Experimental results show that our uncertainty score is beneficial for modeling the boundaries of video anomalies on three benchmark datasets." @default.
• W4304080369 created "2022-10-10" @default.
• W4304080369 creator A5027527378 @default.
• W4304080369 creator A5064291165 @default.
• W4304080369 creator A5071656520 @default.
• W4304080369 date "2022-10-10" @default.
• W4304080369 modified "2023-10-18" @default.
• W4304080369 title "Evidential Reasoning for Video Anomaly Detection" @default.
• W4304080369 cites W2117079761 @default.
• W4304080369 cites W2122646361 @default.
• W4304080369 cites W2163612318 @default.
• W4304080369 cites W2540481276 @default.
• W4304080369 cites W2560474170 @default.
• W4304080369 cites W2579718262 @default.
• W4304080369 cites W2766042539 @default.
• W4304080369 cites W2777342313 @default.
• W4304080369 cites W2790413099 @default.
• W4304080369 cites W2897879219 @default.
• W4304080369 cites W2921906393 @default.
• W4304080369 cites W2960737790 @default.
• W4304080369 cites W2963061824 @default.
• W4304080369 cites W2963149653 @default.
• W4304080369 cites W2963610939 @default.
• W4304080369 cites W2963833205 @default.
• W4304080369 cites W2963899855 @default.
• W4304080369 cites W2964232409 @default.
• W4304080369 cites W3014352273 @default.
• W4304080369 cites W3034671389 @default.
• W4304080369 cites W3035240825 @default.
• W4304080369 cites W3085932345 @default.
• W4304080369 cites W3093119843 @default.
• W4304080369 cites W3177187266 @default.
• W4304080369 cites W3190308053 @default.
• W4304080369 cites W3190318906 @default.
• W4304080369 cites W3192880336 @default.
• W4304080369 cites W3202590754 @default.
• W4304080369 cites W3207605004 @default.
• W4304080369 cites W3207639163 @default.
• W4304080369 cites W4214751560 @default.
• W4304080369 cites W4283818851 @default.
• W4304080369 cites W4312640451 @default.
• W4304080369 doi "https://doi.org/10.1145/3503161.3548091" @default.
• W4304080369 hasPublicationYear "2022" @default.
• W4304080369 type Work @default.
• W4304080369 citedByCount "1" @default.
• W4304080369 countsByYear W43040803692023 @default.
• W4304080369 crossrefType "proceedings-article" @default.
• W4304080369 hasAuthorship W4304080369A5027527378 @default.
• W4304080369 hasAuthorship W4304080369A5064291165 @default.
• W4304080369 hasAuthorship W4304080369A5071656520 @default.
• W4304080369 hasConcept C104317684 @default.
• W4304080369 hasConcept C108583219 @default.
• W4304080369 hasConcept C119857082 @default.
• W4304080369 hasConcept C121332964 @default.
• W4304080369 hasConcept C12997251 @default.
• W4304080369 hasConcept C13280743 @default.
• W4304080369 hasConcept C14036430 @default.
• W4304080369 hasConcept C153180895 @default.
• W4304080369 hasConcept C154945302 @default.
• W4304080369 hasConcept C163716315 @default.
• W4304080369 hasConcept C185592680 @default.
• W4304080369 hasConcept C185798385 @default.
• W4304080369 hasConcept C205649164 @default.
• W4304080369 hasConcept C26873012 @default.
• W4304080369 hasConcept C41008148 @default.
• W4304080369 hasConcept C55493867 @default.
• W4304080369 hasConcept C61224824 @default.
• W4304080369 hasConcept C62520636 @default.
• W4304080369 hasConcept C66746571 @default.
• W4304080369 hasConcept C739882 @default.
• W4304080369 hasConcept C78458016 @default.
• W4304080369 hasConcept C86803240 @default.
• W4304080369 hasConcept C97385483 @default.
• W4304080369 hasConceptScore W4304080369C104317684 @default.
• W4304080369 hasConceptScore W4304080369C108583219 @default.
• W4304080369 hasConceptScore W4304080369C119857082 @default.
• W4304080369 hasConceptScore W4304080369C121332964 @default.
• W4304080369 hasConceptScore W4304080369C12997251 @default.
• W4304080369 hasConceptScore W4304080369C13280743 @default.
• W4304080369 hasConceptScore W4304080369C14036430 @default.
• W4304080369 hasConceptScore W4304080369C153180895 @default.
• W4304080369 hasConceptScore W4304080369C154945302 @default.
• W4304080369 hasConceptScore W4304080369C163716315 @default.
• W4304080369 hasConceptScore W4304080369C185592680 @default.
• W4304080369 hasConceptScore W4304080369C185798385 @default.
• W4304080369 hasConceptScore W4304080369C205649164 @default.
• W4304080369 hasConceptScore W4304080369C26873012 @default.
• W4304080369 hasConceptScore W4304080369C41008148 @default.
• W4304080369 hasConceptScore W4304080369C55493867 @default.
• W4304080369 hasConceptScore W4304080369C61224824 @default.
• W4304080369 hasConceptScore W4304080369C62520636 @default.
• W4304080369 hasConceptScore W4304080369C66746571 @default.
• W4304080369 hasConceptScore W4304080369C739882 @default.
• W4304080369 hasConceptScore W4304080369C78458016 @default.
• W4304080369 hasConceptScore W4304080369C86803240 @default.
• W4304080369 hasConceptScore W4304080369C97385483 @default.
• W4304080369 hasLocation W43040803691 @default.
• W4304080369 hasOpenAccess W4304080369 @default.
• W4304080369 hasPrimaryLocation W43040803691 @default.
• W4304080369 hasRelatedWork W1501213224 @default.

• next