FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2887356857> ?p ?o ?g. }

• W2887356857 abstract "Abnormal event detection from video surveillance is a key issue for social security. At present, the challenge lies in the effective feature extraction of video data. In order to solve the problem, a deep learning method based on convolutional autoencoder was proposed in this paper. Firstly, video data are preprocessed to obtain video volumes for subsequent training. Secondly, the video volumes are put into the convolutional autoencoder to learn the spatiotemporal features. Specifically, the model can capture spatial features by performing convolution and learn temporal features by Long Short-Term Memory (LSTM). Finally, abnormal event detection is carried out according to the normalized reconstruction error, which is adopted as the index of anomaly degree. Experimental results show that the proposed method had higher accuracy and generalization ability on the challenging Avenue and UCSD datasets." @default.
• W2887356857 created "2018-08-22" @default.
• W2887356857 creator A5006952941 @default.
• W2887356857 creator A5079238028 @default.
• W2887356857 creator A5086491608 @default.
• W2887356857 date "2018-01-01" @default.
• W2887356857 modified "2023-09-27" @default.
• W2887356857 title "Abnormal Event Detection by Learning Spatiotemporal Features in Videos" @default.
• W2887356857 cites W1498436455 @default.
• W2887356857 cites W2012931101 @default.
• W2887356857 cites W2136655611 @default.
• W2887356857 cites W2138092272 @default.
• W2887356857 cites W2163612318 @default.
• W2887356857 cites W2164489414 @default.
• W2887356857 cites W2341058432 @default.
• W2887356857 cites W2540481276 @default.
• W2887356857 cites W2593841121 @default.
• W2887356857 cites W2739846485 @default.
• W2887356857 cites W2777342313 @default.
• W2887356857 doi "https://doi.org/10.1007/978-981-13-1702-6_42" @default.
• W2887356857 hasPublicationYear "2018" @default.
• W2887356857 type Work @default.
• W2887356857 sameAs 2887356857 @default.
• W2887356857 citedByCount "2" @default.
• W2887356857 countsByYear W28873568572019 @default.
• W2887356857 countsByYear W28873568572020 @default.
• W2887356857 crossrefType "book-chapter" @default.
• W2887356857 hasAuthorship W2887356857A5006952941 @default.
• W2887356857 hasAuthorship W2887356857A5079238028 @default.
• W2887356857 hasAuthorship W2887356857A5086491608 @default.
• W2887356857 hasConcept C101738243 @default.
• W2887356857 hasConcept C108583219 @default.
• W2887356857 hasConcept C121332964 @default.
• W2887356857 hasConcept C134306372 @default.
• W2887356857 hasConcept C138885662 @default.
• W2887356857 hasConcept C153180895 @default.
• W2887356857 hasConcept C154945302 @default.
• W2887356857 hasConcept C177148314 @default.
• W2887356857 hasConcept C26517878 @default.
• W2887356857 hasConcept C2776401178 @default.
• W2887356857 hasConcept C2779662365 @default.
• W2887356857 hasConcept C31972630 @default.
• W2887356857 hasConcept C33923547 @default.
• W2887356857 hasConcept C38652104 @default.
• W2887356857 hasConcept C41008148 @default.
• W2887356857 hasConcept C41895202 @default.
• W2887356857 hasConcept C45347329 @default.
• W2887356857 hasConcept C50644808 @default.
• W2887356857 hasConcept C52622490 @default.
• W2887356857 hasConcept C62520636 @default.
• W2887356857 hasConcept C739882 @default.
• W2887356857 hasConcept C81363708 @default.
• W2887356857 hasConceptScore W2887356857C101738243 @default.
• W2887356857 hasConceptScore W2887356857C108583219 @default.
• W2887356857 hasConceptScore W2887356857C121332964 @default.
• W2887356857 hasConceptScore W2887356857C134306372 @default.
• W2887356857 hasConceptScore W2887356857C138885662 @default.
• W2887356857 hasConceptScore W2887356857C153180895 @default.
• W2887356857 hasConceptScore W2887356857C154945302 @default.
• W2887356857 hasConceptScore W2887356857C177148314 @default.
• W2887356857 hasConceptScore W2887356857C26517878 @default.
• W2887356857 hasConceptScore W2887356857C2776401178 @default.
• W2887356857 hasConceptScore W2887356857C2779662365 @default.
• W2887356857 hasConceptScore W2887356857C31972630 @default.
• W2887356857 hasConceptScore W2887356857C33923547 @default.
• W2887356857 hasConceptScore W2887356857C38652104 @default.
• W2887356857 hasConceptScore W2887356857C41008148 @default.
• W2887356857 hasConceptScore W2887356857C41895202 @default.
• W2887356857 hasConceptScore W2887356857C45347329 @default.
• W2887356857 hasConceptScore W2887356857C50644808 @default.
• W2887356857 hasConceptScore W2887356857C52622490 @default.
• W2887356857 hasConceptScore W2887356857C62520636 @default.
• W2887356857 hasConceptScore W2887356857C739882 @default.
• W2887356857 hasConceptScore W2887356857C81363708 @default.
• W2887356857 hasLocation W28873568571 @default.
• W2887356857 hasOpenAccess W2887356857 @default.
• W2887356857 hasPrimaryLocation W28873568571 @default.
• W2887356857 hasRelatedWork W2141966200 @default.
• W2887356857 hasRelatedWork W2516118128 @default.
• W2887356857 hasRelatedWork W2579718262 @default.
• W2887356857 hasRelatedWork W2739846485 @default.
• W2887356857 hasRelatedWork W2757473709 @default.
• W2887356857 hasRelatedWork W2899292143 @default.
• W2887356857 hasRelatedWork W2903380502 @default.
• W2887356857 hasRelatedWork W2920052808 @default.
• W2887356857 hasRelatedWork W2944092955 @default.
• W2887356857 hasRelatedWork W2953823172 @default.
• W2887356857 hasRelatedWork W2962943250 @default.
• W2887356857 hasRelatedWork W2996443765 @default.
• W2887356857 hasRelatedWork W3003638350 @default.
• W2887356857 hasRelatedWork W3009227837 @default.
• W2887356857 hasRelatedWork W3044374951 @default.
• W2887356857 hasRelatedWork W3122083122 @default.
• W2887356857 hasRelatedWork W3185269742 @default.
• W2887356857 hasRelatedWork W3186220917 @default.
• W2887356857 hasRelatedWork W3203943960 @default.
• W2887356857 hasRelatedWork W2934125491 @default.
• W2887356857 isParatext "false" @default.
• W2887356857 isRetracted "false" @default.
• W2887356857 magId "2887356857" @default.

• next