{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T01:30:54Z","timestamp":1771464654774,"version":"3.50.1"},"reference-count":33,"publisher":"Wiley","license":[{"start":{"date-parts":[[2020,11,12]],"date-time":"2020-11-12T00:00:00Z","timestamp":1605139200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61871475"],"award-info":[{"award-number":["61871475"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61471133"],"award-info":[{"award-number":["61471133"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61571444"],"award-info":[{"award-number":["61571444"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2015ZB54007"],"award-info":[{"award-number":["2015ZB54007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["201905010006"],"award-info":[{"award-number":["201905010006"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2019b020215003"],"award-info":[{"award-number":["2019b020215003"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2017b0101260016"],"award-info":[{"award-number":["2017b0101260016"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2017a070712019"],"award-info":[{"award-number":["2017a070712019"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2016a070712020"],"award-info":[{"award-number":["2016a070712020"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2017gczx0014"],"award-info":[{"award-number":["2017gczx0014"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2016kzdxm0013"],"award-info":[{"award-number":["2016kzdxm0013"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["L201627"],"award-info":[{"award-number":["L201627"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["L201750"],"award-info":[{"award-number":["L201750"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["L201704"],"award-info":[{"award-number":["L201704"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["61871475"],"award-info":[{"award-number":["61871475"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["61471133"],"award-info":[{"award-number":["61471133"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["61571444"],"award-info":[{"award-number":["61571444"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["2015ZB54007"],"award-info":[{"award-number":["2015ZB54007"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["201905010006"],"award-info":[{"award-number":["201905010006"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["2019b020215003"],"award-info":[{"award-number":["2019b020215003"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["2017b0101260016"],"award-info":[{"award-number":["2017b0101260016"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["2017a070712019"],"award-info":[{"award-number":["2017a070712019"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["2016a070712020"],"award-info":[{"award-number":["2016a070712020"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["2017gczx0014"],"award-info":[{"award-number":["2017gczx0014"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["2016kzdxm0013"],"award-info":[{"award-number":["2016kzdxm0013"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["L201627"],"award-info":[{"award-number":["L201627"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["L201750"],"award-info":[{"award-number":["L201750"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004750","name":"Aeronautical Science Foundation of China","doi-asserted-by":"publisher","award":["L201704"],"award-info":[{"award-number":["L201704"]}],"id":[{"id":"10.13039\/501100004750","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["61871475"],"award-info":[{"award-number":["61871475"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["61471133"],"award-info":[{"award-number":["61471133"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["61571444"],"award-info":[{"award-number":["61571444"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["2015ZB54007"],"award-info":[{"award-number":["2015ZB54007"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["201905010006"],"award-info":[{"award-number":["201905010006"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["2019b020215003"],"award-info":[{"award-number":["2019b020215003"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["2017b0101260016"],"award-info":[{"award-number":["2017b0101260016"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["2017a070712019"],"award-info":[{"award-number":["2017a070712019"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["2016a070712020"],"award-info":[{"award-number":["2016a070712020"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["2017gczx0014"],"award-info":[{"award-number":["2017gczx0014"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["2016kzdxm0013"],"award-info":[{"award-number":["2016kzdxm0013"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["L201627"],"award-info":[{"award-number":["L201627"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["L201750"],"award-info":[{"award-number":["L201750"]}]},{"name":"Guangzhou Innovation Platform Construction Project","award":["L201704"],"award-info":[{"award-number":["L201704"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["61871475"],"award-info":[{"award-number":["61871475"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["61471133"],"award-info":[{"award-number":["61471133"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["61571444"],"award-info":[{"award-number":["61571444"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["2015ZB54007"],"award-info":[{"award-number":["2015ZB54007"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["201905010006"],"award-info":[{"award-number":["201905010006"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["2019b020215003"],"award-info":[{"award-number":["2019b020215003"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["2017b0101260016"],"award-info":[{"award-number":["2017b0101260016"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["2017a070712019"],"award-info":[{"award-number":["2017a070712019"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["2016a070712020"],"award-info":[{"award-number":["2016a070712020"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["2017gczx0014"],"award-info":[{"award-number":["2017gczx0014"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["2016kzdxm0013"],"award-info":[{"award-number":["2016kzdxm0013"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["L201627"],"award-info":[{"award-number":["L201627"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["L201750"],"award-info":[{"award-number":["L201750"]}]},{"name":"Guangdong Province Science and Technology Plan Project","award":["L201704"],"award-info":[{"award-number":["L201704"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["61871475"],"award-info":[{"award-number":["61871475"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["61471133"],"award-info":[{"award-number":["61471133"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["61571444"],"award-info":[{"award-number":["61571444"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["2015ZB54007"],"award-info":[{"award-number":["2015ZB54007"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["201905010006"],"award-info":[{"award-number":["201905010006"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["2019b020215003"],"award-info":[{"award-number":["2019b020215003"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["2017b0101260016"],"award-info":[{"award-number":["2017b0101260016"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["2017a070712019"],"award-info":[{"award-number":["2017a070712019"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["2016a070712020"],"award-info":[{"award-number":["2016a070712020"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["2017gczx0014"],"award-info":[{"award-number":["2017gczx0014"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["2016kzdxm0013"],"award-info":[{"award-number":["2016kzdxm0013"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["L201627"],"award-info":[{"award-number":["L201627"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["L201750"],"award-info":[{"award-number":["L201750"]}]},{"name":"Guangdong University Engineering Technology Research Center","award":["L201704"],"award-info":[{"award-number":["L201704"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["61871475"],"award-info":[{"award-number":["61871475"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["61471133"],"award-info":[{"award-number":["61471133"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["61571444"],"award-info":[{"award-number":["61571444"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["2015ZB54007"],"award-info":[{"award-number":["2015ZB54007"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["201905010006"],"award-info":[{"award-number":["201905010006"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["2019b020215003"],"award-info":[{"award-number":["2019b020215003"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["2017b0101260016"],"award-info":[{"award-number":["2017b0101260016"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["2017a070712019"],"award-info":[{"award-number":["2017a070712019"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["2016a070712020"],"award-info":[{"award-number":["2016a070712020"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["2017gczx0014"],"award-info":[{"award-number":["2017gczx0014"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["2016kzdxm0013"],"award-info":[{"award-number":["2016kzdxm0013"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["L201627"],"award-info":[{"award-number":["L201627"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["L201750"],"award-info":[{"award-number":["L201750"]}]},{"name":"Guangdong Provincial Major Scientific Research Project","award":["L201704"],"award-info":[{"award-number":["L201704"]}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["61871475"],"award-info":[{"award-number":["61871475"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["61471133"],"award-info":[{"award-number":["61471133"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["61571444"],"award-info":[{"award-number":["61571444"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["2015ZB54007"],"award-info":[{"award-number":["2015ZB54007"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["201905010006"],"award-info":[{"award-number":["201905010006"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["2019b020215003"],"award-info":[{"award-number":["2019b020215003"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["2017b0101260016"],"award-info":[{"award-number":["2017b0101260016"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["2017a070712019"],"award-info":[{"award-number":["2017a070712019"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["2016a070712020"],"award-info":[{"award-number":["2016a070712020"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["2017gczx0014"],"award-info":[{"award-number":["2017gczx0014"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["2016kzdxm0013"],"award-info":[{"award-number":["2016kzdxm0013"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["L201627"],"award-info":[{"award-number":["L201627"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["L201750"],"award-info":[{"award-number":["L201750"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007620","name":"Department of Education of Liaoning Province","doi-asserted-by":"publisher","award":["L201704"],"award-info":[{"award-number":["L201704"]}],"id":[{"id":"10.13039\/501100007620","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2020,11,12]]},"abstract":"<jats:p>Real-time smoke detection is of great significance for early warning of fire, which can avoid the serious loss caused by fire. Detecting smoke in actual scenes is still a challenging task due to large variance of smoke color, texture, and shapes. Moreover, the smoke detection in the actual scene is faced with the difficulties in data collection and insufficient smoke datasets, and the smoke morphology is susceptible to environmental influences. To improve the performance of smoke detection and solve the problem of too few datasets in real scenes, this paper proposes a model that combines a deep convolutional generative adversarial network and a convolutional neural network (DCG-CNN) to extract smoke features and detection. The vibe algorithm was used to collect smoke and nonsmoke images in the dynamic scene and deep convolutional generative adversarial network (DCGAN) used these images to generate images that are as realistic as possible. Besides, we designed an improved convolutional neural network (CNN) model for extracting smoke features and smoke detection. The experimental results show that the method has a good detection performance on the smoke generated in the actual scenes and effectively reduces the false alarm rate.<\/jats:p>","DOI":"10.1155\/2020\/6843869","type":"journal-article","created":{"date-parts":[[2020,11,16]],"date-time":"2020-11-16T23:12:53Z","timestamp":1605568373000},"page":"1-12","source":"Crossref","is-referenced-by-count":22,"title":["Deep Convolutional Generative Adversarial Network and Convolutional Neural Network for Smoke Detection"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4605-8008","authenticated-orcid":true,"given":"Hang","family":"Yin","sequence":"first","affiliation":[{"name":"Academy of Smart Agricultural Engineering Innovations, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China"},{"name":"School of Computer Science, Shenyang Aerospace University, Shenyang 110136, China"},{"name":"Smart Agriculture Engineering Research Center of Guangdong Higher Education Institutes, Guangzhou 510225, China"},{"name":"Guangdong Provincial Agricultural Products Safety Big Data Engineering Technology Research Center, Guangzhou 510225, China"},{"name":"Guangzhou Key Laboratory of Agricultural Products Quality & Safety Traceability Information Technology, Guangzhou 510225, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3336-6987","authenticated-orcid":true,"given":"Yurong","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University, Shenyang 110136, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8042-5214","authenticated-orcid":true,"given":"Hedan","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University, Shenyang 110136, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4068-1096","authenticated-orcid":true,"given":"Shuangyin","family":"Liu","sequence":"additional","affiliation":[{"name":"Academy of Smart Agricultural Engineering Innovations, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China"},{"name":"Smart Agriculture Engineering Research Center of Guangdong Higher Education Institutes, Guangzhou 510225, China"},{"name":"Guangdong Provincial Agricultural Products Safety Big Data Engineering Technology Research Center, Guangzhou 510225, China"},{"name":"Guangzhou Key Laboratory of Agricultural Products Quality & Safety Traceability Information Technology, Guangzhou 510225, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3725-0228","authenticated-orcid":true,"given":"Chuanyun","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University, Shenyang 110136, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6335-5373","authenticated-orcid":true,"given":"Yacui","family":"Gao","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University, Shenyang 110136, China"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.firesaf.2009.08.003"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1134\/s1054661817010138"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2008.01.013"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.firesaf.2011.01.001"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.08.040"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2016.2601622"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2017.2756936"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/lgrs.2017.2749478"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2018.2867198"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2020.2987161"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.23919\/ChiCC.2017.8027997"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/access.2017.2747399"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/IUCC\/DSCI\/SmartCNS.2019.00167"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/ATSIP.2018.8364446"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.firesaf.2017.08.004"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-018-0990-3"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2019.2929009"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/2604191"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2010.2101613"},{"key":"22","first-page":"2672","article-title":"Generative adversarial nets","volume":"12","author":"I. Goodfellow","year":"2014","journal-title":"Advances in Neural Information Processing Systems"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/0047-259x(82)90077-x"},{"key":"24","article-title":"GANs trained by a two time-scale update rule converge to a local Nash equilibrium","volume":"12","author":"M. Heusel","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"25","author":"F. Chollet","year":"2017","journal-title":"Keras"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"27","article-title":"Very deep convolutional networks for large-scale image recognition","volume":"25","author":"K. Simonyan","year":"2014","journal-title":"Computer Vision and Pattern Recognition"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2016.2577887"},{"issue":"8","key":"29","doi-asserted-by":"crossref","DOI":"10.1201\/9780429469503","article-title":"The optical flow detection method of moving target using deep convolution neural network","volume":"48","author":"Z. Wang","year":"2018","journal-title":"Opto-Electronic Engineering"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-015-1923-y"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1504\/ijbic.2018.093328"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.3390\/math8091415"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1007\/s12293-016-0212-3"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/6843869.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/6843869.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/6843869.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,16]],"date-time":"2020-11-16T23:13:03Z","timestamp":1605568383000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/complexity\/2020\/6843869\/"}},"subtitle":[],"editor":[{"given":"Zhile","family":"Yang","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2020,11,12]]},"references-count":33,"alternative-id":["6843869","6843869"],"URL":"https:\/\/doi.org\/10.1155\/2020\/6843869","relation":{},"ISSN":["1099-0526","1076-2787"],"issn-type":[{"value":"1099-0526","type":"electronic"},{"value":"1076-2787","type":"print"}],"subject":[],"published":{"date-parts":[[2020,11,12]]}}}