<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Video Smoke Detection For Surveillance Cameras Based On Deep Learning In Indoor Environment"^^ . "An early fire detection in indoor environment is essential for people’s safety. During the past\r\nfew years, many approaches using image processing\r\nand computer vision techniques were proposed. However, it is still a challenging task for application of\r\nvideo smoke detection in indoor environment, because\r\nthe limitations of data for training and lack of efficient\r\nalgorithms. The purpose of this paper is to present\r\na new smoke detection method by using surveillance\r\ncameras. The proposed method is composed of two\r\nstages. In the first stage, motion regions between\r\nconsecutive frames are located by using optical flow. In\r\nthe second stage, a deep convolutional neural network\r\nis used to detect smoke in motion regions. To overcome\r\nthe problem of lacking data, simulated smoke images\r\nare used to enrich the dataset. The proposed method\r\nis tested on our data set and real video sequences.\r\nExperiments show that the new method is successfully\r\napplied to various indoor smoke videos and significant\r\nfor improving the accuracy of fire smoke detection.\r\nSource code and the dataset have been made available\r\nonline"^^ . "2020" . . . . . . . . . . . . . . "Cong Hoang"^^ . "Quach"^^ . "Cong Hoang Quach"^^ . . "Minh Trien"^^ . "Pham"^^ . "Minh Trien Pham"^^ . . "Viet Thang"^^ . "Nguyen"^^ . "Viet Thang Nguyen"^^ . . . . "The 4th International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom2020)"^^ . . . . . "Hanoi, Vietnam"^^ . . . . . . "Video Smoke Detection For Surveillance Cameras Based On Deep Learning In Indoor Environment (PDF)"^^ . . . "1570637332-2.pdf"^^ . . . "Video Smoke Detection For Surveillance Cameras Based On Deep Learning In Indoor Environment (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "Video Smoke Detection For Surveillance Cameras Based On Deep Learning In Indoor Environment (Other)"^^ . . . . . . "preview.jpg"^^ . . . "Video Smoke Detection For Surveillance Cameras Based On Deep Learning In Indoor Environment (Other)"^^ . . . . . . "small.jpg"^^ . . . "Video Smoke Detection For Surveillance Cameras Based On Deep Learning In Indoor Environment (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #4021 \n\nVideo Smoke Detection For Surveillance Cameras Based On Deep Learning In Indoor Environment\n\n" . "text/html" . . . "Electronics and Communications"@en . .