Automatic Detection of Weapons in Surveillance Cameras Using Efficient-Net
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| Vydáno v: | Computers, materials & continua Ročník 72; číslo 3; s. 4615 - 4630 |
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| Hlavní autoři: | , , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
2022
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| ISSN: | 1546-2226 |
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| Author | Alghamdi, Ahmed Arif, Erssa S. Alshahrani, Abdullah Khuram Shahzad, Syed Waseem Iqbal, Muhammad Arfan Jaffar, Muhammad |
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| Author_xml | – sequence: 1 givenname: Erssa surname: Arif fullname: Arif, Erssa – sequence: 2 givenname: Syed surname: Khuram Shahzad fullname: Khuram Shahzad, Syed – sequence: 3 givenname: Muhammad surname: Waseem Iqbal fullname: Waseem Iqbal, Muhammad – sequence: 4 givenname: Muhammad surname: Arfan Jaffar fullname: Arfan Jaffar, Muhammad – sequence: 5 givenname: Abdullah surname: S. Alshahrani fullname: S. Alshahrani, Abdullah – sequence: 6 givenname: Ahmed surname: Alghamdi fullname: Alghamdi, Ahmed |
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| Cites_doi | 10.1109/TNNLS.2019.2933467 10.1080/14043858.2017.1387410 10.1007/s13748-019-00203-0 10.1016/j.procs.2022.01.045 10.18494/SAM.2021.3526 10.32604/cmc.2022.019344 10.1007/s10610-017-9341-6 10.1117/1.JEI.30.2.023015 10.1007/978-981-13-2414-7_3 10.1109/TPAMI.2015.2389824 10.32604/iasc.2022.021061 |
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| References | He (ref7) 2015; 37 Cheng (ref21) 2021; 30 Alexandrie (ref1) 2017; 18 Mahajan (ref16) 2018 Chen (ref24) 2021; 33 Liu (ref6) 2016 Arif (ref20) 2022; 32 Luo (ref25) 2022; 199 Nazir (ref23) 2022; 70 Verma (ref10) 2017 Dhillon (ref9) 2019; 9 Lim (ref11) 2019 Bagavathi (ref5) 2019 He (ref4) 2015 Gelana (ref17) 2019 Navalgund (ref14) 2018 Tsang (ref19) 2019 Hosseini (ref22) 2020 Jain (ref13) 2020 Ashby (ref2) 2017; 23 Abruzzo (ref8) 2019 Raturi (ref15) 2019 Zhao (ref18) 2019; 30 LeCun (ref3) 2015 El-Din (ref12) 2020; 98 |
| References_xml | – start-page: 21 year: 2016 ident: ref6 article-title: SSD: Single shot multibox detector – volume: 30 start-page: 1 year: 2019 ident: ref18 article-title: Object detection with deep learning: A review publication-title: IEEE Transactions on Neural Networks and Learning Systems doi: 10.1109/TNNLS.2019.2933467 – start-page: 1998 year: 2019 ident: ref11 article-title: Gun detection in surveillance videos using deep neural networks – volume: 18 start-page: 210 year: 2017 ident: ref1 article-title: Surveillance cameras and crime: A review of randomized and natural experiments publication-title: Journal of Scandinavian Studies in Criminology and Crime Prevention doi: 10.1080/14043858.2017.1387410 – start-page: 326 year: 2020 ident: ref22 article-title: CONET: Channel optimization for convolutional neural networks – start-page: 1 year: 2019 ident: ref8 article-title: Cascaded neural networks for identification and posture-based threat assessment of armed people – volume: 9 start-page: 85 year: 2019 ident: ref9 article-title: Convolutional neural network: A review of models, methodologies and applications to object detection publication-title: Progress in Artificial Intelligence doi: 10.1007/s13748-019-00203-0 – volume: 199 start-page: 369 year: 2022 ident: ref25 article-title: Human behavior recognition model based on improved effivient net publication-title: Procedia Computer Science doi: 10.1016/j.procs.2022.01.045 – volume: 98 start-page: 1817 year: 2020 ident: ref12 article-title: Multi-spectral fusion system based on deep transfer learning and dempster-shafer theory publication-title: Journal of Theoretical and Applied Information Technology – volume: 33 start-page: 4031 year: 2021 ident: ref24 article-title: Efficient net: A low-bandwidth IoT image sensor framework for cassava leaf disease classification publication-title: Sensors and Materials doi: 10.18494/SAM.2021.3526 – start-page: 181 year: 2019 ident: ref15 article-title: ADoCW: An automated method for detection of concealed weapon – start-page: 84 year: 2017 ident: ref10 article-title: A handheld gun detection using faster R-CNN deep learning – volume: 70 start-page: 1479 year: 2022 ident: ref23 article-title: Load balancing framework for cross-region tasks in cloud computing publication-title: Computers, Materials & Continua doi: 10.32604/cmc.2022.019344 – start-page: 7036 year: 2019 ident: ref19 article-title: Review-NAS-FPN: Learning scalable feature pyramid architecture for object detection – volume: 23 start-page: 441 year: 2017 ident: ref2 article-title: The value of CCTV surveillance cameras as an investigative tool: An empirical analysis publication-title: European Journal on Criminal Policy and Research doi: 10.1007/s10610-017-9341-6 – start-page: 849 year: 2019 ident: ref5 article-title: Hardware designs for histogram of oriented gradients in pedestrian detection: A survey – volume: 30 start-page: 23015 year: 2021 ident: ref21 article-title: Weighted feature fusion and attention mechanism for object detection publication-title: Journal of Electronic Imaging doi: 10.1117/1.JEI.30.2.023015 – start-page: 436 year: 2015 ident: ref3 article-title: Deep learning – start-page: 375 year: 2018 ident: ref16 article-title: Detection of concealed weapons using image processing techniques: A review – start-page: 25 year: 2019 ident: ref17 publication-title: Smart Innovations in Communication and Computational Sciences doi: 10.1007/978-981-13-2414-7_3 – volume: 37 start-page: 1904 year: 2015 ident: ref7 article-title: Spatial pyramid pooling in deep convolutional networks for visual recognition publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence doi: 10.1109/TPAMI.2015.2389824 – start-page: 1 year: 2018 ident: ref14 article-title: Crime intention detection system using deep learning – start-page: 1026 year: 2015 ident: ref4 article-title: Delivering deep into rectifiers: surpassing human-level performance on imagenet classification – volume: 32 start-page: 909 year: 2022 ident: ref20 article-title: Deep neural networks for gun detection in public surveillance publication-title: Intelligent Automation and Soft Computing (IASC) doi: 10.32604/iasc.2022.021061 – start-page: 193 year: 2020 ident: ref13 article-title: Weapon detection using artificial intelligence and deep learning for security |
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| Title | Automatic Detection of Weapons in Surveillance Cameras Using Efficient-Net |
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