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According to Federal Aviation Agency\u2019s statistics, the false alarm rate is as high as 99%. Since, in the cargo of civil aircraft, visible image processing technology cannot be used to detect smoke in the event of a fire due to the closed dark environment, a novel smoke detection method using infrared image processing technology is presented. Experiments were conducted under different environment pressures in the full-size cargo of civil aircraft. The results show that the proposed method can effectively detect smoke at the early stage of fire which is applicable for fire detection in civil aircraft cargoes. <\/jats:p>","DOI":"10.1177\/15501477211009808","type":"journal-article","created":{"date-parts":[[2021,4,10]],"date-time":"2021-04-10T05:19:27Z","timestamp":1618031967000},"page":"155014772110098","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["Detection of smoke from infrared image frames in the aircraft cargoes"],"prefix":"10.1177","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8196-823X","authenticated-orcid":false,"given":"Li","family":"Deng","sequence":"first","affiliation":[{"name":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China"},{"name":"School of Civil Aviation Safety Engineering, Civil Aviation Flight University of China, Guanghan, 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