FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2758852207> ?p ?o ?g. }

• W2758852207 abstract "This paper addresses the problem of joint detection and recounting of abnormal events in videos. Recounting of abnormal events, i.e., explaining why they are judged to be abnormal, is an unexplored but critical task in video surveillance, because it helps human observers quickly judge if they are false alarms or not. To describe the events in the human-understandable form for event recounting, learning generic knowledge about visual concepts (e.g., object and action) is crucial. Although convolutional neural networks (CNNs) have achieved promising results in learning such concepts, it remains an open question as to how to effectively use CNNs for abnormal event detection, mainly due to the environment-dependent nature of the anomaly detection. In this paper, we tackle this problem by integrating a generic CNN model and environment-dependent anomaly detectors. Our approach first learns CNN with multiple visual tasks to exploit semantic information that is useful for detecting and recounting abnormal events. By appropriately plugging the model into anomaly detectors, we can detect and recount abnormal events while taking advantage of the discriminative power of CNNs. Our approach outperforms the state-of-the-art on Avenue and UCSD Ped2 benchmarks for abnormal event detection and also produces promising results of abnormal event recounting." @default.
• W2758852207 created "2017-10-06" @default.
• W2758852207 creator A5006166354 @default.
• W2758852207 creator A5017597537 @default.
• W2758852207 creator A5070532113 @default.
• W2758852207 date "2017-09-26" @default.
• W2758852207 modified "2023-10-07" @default.
• W2758852207 title "Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge" @default.
• W2758852207 cites W1498983721 @default.
• W2758852207 cites W1522734439 @default.
• W2758852207 cites W1861492603 @default.
• W2758852207 cites W1900913856 @default.
• W2758852207 cites W1907877624 @default.
• W2758852207 cites W1957718552 @default.
• W2758852207 cites W1958932515 @default.
• W2758852207 cites W1967456674 @default.
• W2758852207 cites W1983103633 @default.
• W2758852207 cites W2012931101 @default.
• W2758852207 cites W2021659075 @default.
• W2758852207 cites W2043727559 @default.
• W2758852207 cites W2097363716 @default.
• W2758852207 cites W2098411764 @default.
• W2758852207 cites W2115627867 @default.
• W2758852207 cites W2122361470 @default.
• W2758852207 cites W2124509324 @default.
• W2758852207 cites W2125105611 @default.
• W2758852207 cites W2129520225 @default.
• W2758852207 cites W2130349088 @default.
• W2758852207 cites W2138092272 @default.
• W2758852207 cites W2142412278 @default.
• W2758852207 cites W2161969291 @default.
• W2758852207 cites W2163612318 @default.
• W2758852207 cites W2214124602 @default.
• W2758852207 cites W2277195237 @default.
• W2758852207 cites W243985932 @default.
• W2758852207 cites W261873710 @default.
• W2758852207 cites W2797602122 @default.
• W2758852207 cites W2950773078 @default.
• W2758852207 cites W2950846287 @default.
• W2758852207 cites W2951548327 @default.
• W2758852207 cites W2953084276 @default.
• W2758852207 cites W2962791923 @default.
• W2758852207 cites W2962835968 @default.
• W2758852207 cites W960165457 @default.
• W2758852207 hasPublicationYear "2017" @default.
• W2758852207 type Work @default.
• W2758852207 sameAs 2758852207 @default.
• W2758852207 citedByCount "6" @default.
• W2758852207 countsByYear W27588522072018 @default.
• W2758852207 countsByYear W27588522072019 @default.
• W2758852207 countsByYear W27588522072020 @default.
• W2758852207 countsByYear W27588522072021 @default.
• W2758852207 crossrefType "posted-content" @default.
• W2758852207 hasAuthorship W2758852207A5006166354 @default.
• W2758852207 hasAuthorship W2758852207A5017597537 @default.
• W2758852207 hasAuthorship W2758852207A5070532113 @default.
• W2758852207 hasConcept C108583219 @default.
• W2758852207 hasConcept C119857082 @default.
• W2758852207 hasConcept C121332964 @default.
• W2758852207 hasConcept C127413603 @default.
• W2758852207 hasConcept C153180895 @default.
• W2758852207 hasConcept C154945302 @default.
• W2758852207 hasConcept C162324750 @default.
• W2758852207 hasConcept C165696696 @default.
• W2758852207 hasConcept C170154142 @default.
• W2758852207 hasConcept C18555067 @default.
• W2758852207 hasConcept C187736073 @default.
• W2758852207 hasConcept C204321447 @default.
• W2758852207 hasConcept C2776151529 @default.
• W2758852207 hasConcept C2779662365 @default.
• W2758852207 hasConcept C2780451532 @default.
• W2758852207 hasConcept C2780791683 @default.
• W2758852207 hasConcept C2781238097 @default.
• W2758852207 hasConcept C38652104 @default.
• W2758852207 hasConcept C41008148 @default.
• W2758852207 hasConcept C62520636 @default.
• W2758852207 hasConcept C739882 @default.
• W2758852207 hasConcept C81363708 @default.
• W2758852207 hasConcept C97931131 @default.
• W2758852207 hasConceptScore W2758852207C108583219 @default.
• W2758852207 hasConceptScore W2758852207C119857082 @default.
• W2758852207 hasConceptScore W2758852207C121332964 @default.
• W2758852207 hasConceptScore W2758852207C127413603 @default.
• W2758852207 hasConceptScore W2758852207C153180895 @default.
• W2758852207 hasConceptScore W2758852207C154945302 @default.
• W2758852207 hasConceptScore W2758852207C162324750 @default.
• W2758852207 hasConceptScore W2758852207C165696696 @default.
• W2758852207 hasConceptScore W2758852207C170154142 @default.
• W2758852207 hasConceptScore W2758852207C18555067 @default.
• W2758852207 hasConceptScore W2758852207C187736073 @default.
• W2758852207 hasConceptScore W2758852207C204321447 @default.
• W2758852207 hasConceptScore W2758852207C2776151529 @default.
• W2758852207 hasConceptScore W2758852207C2779662365 @default.
• W2758852207 hasConceptScore W2758852207C2780451532 @default.
• W2758852207 hasConceptScore W2758852207C2780791683 @default.
• W2758852207 hasConceptScore W2758852207C2781238097 @default.
• W2758852207 hasConceptScore W2758852207C38652104 @default.
• W2758852207 hasConceptScore W2758852207C41008148 @default.
• W2758852207 hasConceptScore W2758852207C62520636 @default.
• W2758852207 hasConceptScore W2758852207C739882 @default.

• next