Fire detection using vision transformer on power plant

被引：6

作者：

Zhang, Kaidi ^{[1
]}

Wang, Binjun ^{[1
]}

Tong, Xin ^{[1
]}

Liu, Keke ^{[2
]}

机构：

[1] Peoples Publ Secur Univ China, Sch Informat & Cyber Secur, Beijing 100038, Peoples R China

[2] Yunnan Univ Finance & Econ, Kunming 650000, Yunnan, Peoples R China

来源：

ENERGY REPORTS | 2022年 / 8卷

关键词：

Deep learning; Fire detection; Power plant; Vision transformer; CONVOLUTIONAL NEURAL-NETWORKS; SURVEILLANCE;

D O I：

10.1016/j.egyr.2022.05.224

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

The importance of power plant safety is increasing in the era of gradual technological development. When a fire occurs in the power plant, it will cause huge material losses, social unrest, and even casualties. The paper studies the common methods and models of fire warning, and introduces several model recognition techniques based on flames or smoke. Improved an automated power plant identification system based on the vision transformer, and proved the advantages of the technology through comparative analysis. (C) 2022 Published by Elsevier Ltd.

引用

页码：657 / 664

页数：8

共 50 条

[1] Fire Detection Approach Based on Vision Transformer
Khudayberdiev, Otabek
Zhang, Jiashu
Elkhalil, Ahmed
Balde, Lansana
ARTIFICIAL INTELLIGENCE AND SECURITY, ICAIS 2022, PT I, 2022, 13338 : 41 - 53
[2] Fire Detection using Transformer Network
Shahid, Mohammad
Hua, Kai-lung
PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL (ICMR '21), 2021, : 627 - 630
[3] Fire Detection Using Computer Vision
Zaman, Taha
Hasan, Muhammad
Ahmed, Saneeha
Ashfaq, Shumaila
2018 IEEE 61ST INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS), 2018, : 356 - 359
[4] A novel hierarchical framework for plant leaf disease detection using residual vision transformer
Vallabhajosyula, Sasikala
Sistla, Venkatramaphanikumar
Kolli, Venkata Krishna Kishore
HELIYON, 2024, 10 (09)
[5] Driver Drowsiness Detection Using Vision Transformer
Usmani, Shaheen
Chandwani, Bharat
Sadhya, Debanjan
COMPUTER VISION AND IMAGE PROCESSING, CVIP 2023, PT I, 2024, 2009 : 445 - 454
[6] Face Mask Detection using Vision Transformer
Pandya, Bhavik
Patel, Darshana
Yow, Kin-Choong
2023 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CCECE, 2023,
[7] Fall Event Detection using Vision Transformer
Dey, Ankita
Rajan, Sreeraman
Xiao, George
Lu, Jianping
2022 IEEE SENSORS, 2022,
[8] Pupil Detection Using Hybrid Vision Transformer
Wang, Li
Wang, Changyuan
Zhang, Yu
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2022, 36 (12)
[9] A modified vision transformer architecture with scratch learning capabilities for effective fire detection
Yar, Hikmat
Khan, Zulfiqar Ahmad
Hussain, Tanveer
Baik, Sung Wook
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 252
[10] Efficient deepfake detection using shallow vision transformer
Shaheen Usmani
Sunil Kumar
Debanjan Sadhya
Multimedia Tools and Applications, 2024, 83 : 12339 - 12362

← 1 2 3 4 5 →