Forest fire and smoke detection using deep learning-based learning without forgetting

被引：0
|
作者：
Veerappampalayam Easwaramoorthy Sathishkumar
Jaehyuk Cho
Malliga Subramanian
Obuli Sai Naren
机构：
[1] Jeonbuk National University,Department of Software Engineering
[2] Kongu Engineering College,Department of Computer Science and Engineering
来源：
Fire Ecology | / 19卷
关键词：
Forest fire; Image processing; Deep learning; CNN; Learning without forgetting; Transfer learning;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Forest fire and smoke detection using deep learning-based learning without forgetting
    Sathishkumar, Veerappampalayam Easwaramoorthy
    Cho, Jaehyuk
    Subramanian, Malliga
    Naren, Obuli Sai
    FIRE ECOLOGY, 2023, 19 (01)
  • [2] A real-time forest fire and smoke detection system using deep learning
    Mohammed, Raghad K.
    INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2022, 13 (01): : 2053 - 2063
  • [3] Deep Learning Applied to Forest Fire Detection
    Arteaga, Byron
    Diaz, Mauricio
    Jojoa, Mario
    2020 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT 2020), 2020,
  • [4] Forest Fire Smoke Detection Based on Deep Learning Approaches and Unmanned Aerial Vehicle Images
    Kim, Soon-Young
    Muminov, Azamjon
    SENSORS, 2023, 23 (12)
  • [5] Learning-Based Smoke Detection for Unmanned Aerial Vehicles Applied to Forest Fire Surveillance
    Yuan, Chi
    Liu, Zhixiang
    Zhang, Youmin
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2019, 93 (1-2) : 337 - 349
  • [6] Learning-Based Smoke Detection for Unmanned Aerial Vehicles Applied to Forest Fire Surveillance
    Chi Yuan
    Zhixiang Liu
    Youmin Zhang
    Journal of Intelligent & Robotic Systems, 2019, 93 : 337 - 349
  • [7] A Study on Fire Detection Using Deep Learning and Image Filtering Based on Characteristics of Flame and Smoke
    Kwak, Dong-Kurl
    Ryu, Jin-Kyu
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2023, 18 (05) : 3887 - 3895
  • [8] A Study on Fire Detection Using Deep Learning and Image Filtering Based on Characteristics of Flame and Smoke
    Dong-Kurl Kwak
    Jin-Kyu Ryu
    Journal of Electrical Engineering & Technology, 2023, 18 : 3887 - 3895
  • [9] Desert/Forest Fire Detection Using Machine/Deep Learning Techniques
    Davis, Mason
    Shekaramiz, Mohammad
    FIRE-SWITZERLAND, 2023, 6 (11):
  • [10] Exploiting drone images for forest fire detection using metaheuristics with deep learning model
    Rajalakshmi, S.
    Sellam
    Kannan, N.
    Saranya, S.
    GLOBAL NEST JOURNAL, 2023, 25 (07): : 147 - 154
12345