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Works cited by this work

36 works

Work: Breaking Barriers in Fire Detection – A Lightweight Model for Forest Surveillance

  1. Squeeze-and-Excitation Networks

    Jie Hu, Li Shen, Gang Sun

    Preprint20188 citations
    ABI

  2. Fast forest fire smoke detection using MVMNet

    Yaowen Hu, Jialei Zhan, Guoxiong Zhou +5

    Article20223 citations
    ABI

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

    V E Sathishkumar, Jaehyuk Cho, Malliga Subramanian +1

    Article20233 citations
    ABI

  4. Review of Modern Forest Fire Detection Techniques: Innovations in Image Processing and Deep Learning

    Berk Özel, Muhammad Shahab Alam, Muhammad Umer Khan

    Article20243 citations
    ABI

  5. A lightweight early forest fire and smoke detection method

    Yinsheng Chen, Jiahao Li, Kun Sun +1

    Article20233 citations
    ABI

  6. An Improved Forest Fire and Smoke Detection Model Based on YOLOv5

    Junhui Li, Renjie Xu, Yunfei Liu

    Article20232 citations
    ABI

  7. SMWE-GFPNNet: A high-precision and robust method for forest fire smoke detection

    Rui Li, Yaowen Hu, Lin Li +7

    Article20242 citations
    ABI

  8. Forest Smoke-Fire Net (FSF Net): A Wildfire Smoke Detection Model That Combines MODIS Remote Sensing Images with Regional Dynamic Brightness Temperature Thresholds

    Yunhong Ding, Mingyang Wang, Yujia Fu +1

    Article20242 citations
    ABI

  9. Advancements in remote sensing for active fire detection: A review of datasets and methods

    Songxi Yang, Qunying Huang, Manzhu Yu

    Review article20242 citations
    ABI

  10. Lightweight Deep Learning Model for Fire Classification in Tunnels

    Shakhnoza Muksimova, Sabina Umirzakova, Jushkin Baltayev +1

    ArticleFire Detection and Safety SystemsFire20252 citations
    ABI

  11. FLAME: fire detection in videos combining a deep neural network with a model-based motion analysis

    Diego Gragnaniello, Antonio Greco, Carlo Sansone +1

    Article20252 citations
    ABI

  12. Efficient fire and smoke detection in complex environments via adaptive spatial feature fusion and dual attention mechanism

    Jie Hu, Lei Wang, Bo Peng +2

    Article20252 citations
    ABI

  13. MAG-FSNet:A high-precision robust forest fire smoke detection model integrating local features and global information

    Chunman Yan, Jun Wang

    Article20252 citations
    ABI

  14. A Comparative Analysis of YOLOv9, YOLOv10, YOLOv11 for Smoke and Fire Detection

    Eman H. Alkhammash

    Article20252 citations
    ABI

  15. Real-Time Detection of Smoke and Fire in the Wild Using Unmanned Aerial Vehicle Remote Sensing Imagery

    Xijian Fan, Fan Lei, Kun Yang

    Article20252 citations
    ABI

  16. Revolutionizing Wildfire Detection Through UAV-Driven Fire Monitoring with a Transformer-Based Approach

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +2

    ArticleFire Detection and Safety SystemsFire20241 citations
    ABI

  17. Lightweight Fire Detection in Tunnel Environments

    Shakhnoza Muksimova, Sabina Umirzakova, Dilnoza Abduxalikovna Babaraximova +1

    ArticleFire Detection and Safety SystemsFire20251 citations
    ABI

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