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Works cited by this work

33 works

Work: Drone-Based Wildfire Detection with Multi-Sensor Integration

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    Other18 citations
    ABI

  2. Robust Forest Fire Detection Method for Surveillance Systems Based on You Only Look Once Version 8 and Transfer Learning Approaches

    Nodir Yunusov, Bappy MD Siful Islam, Akmalbek Abdusalomov +1

    ArticleFire Detection and Safety SystemsProcesses20247 citations
    ABI

  3. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

    Shaoqing Ren, Kaiming He, Ross Girshick +1

    Article20166 citations
    ABI

  4. Advanced Object Detection for Maritime Fire Safety

    Fazliddin Makhmudov, Sabina Umirzakova, Alpamis Kutlimuratov +2

    ArticleFire Detection and Safety SystemsFire20244 citations
    ABI

  5. A Collaborative Region Detection and Grading Framework for Forest Fire Smoke Using Weakly Supervised Fine Segmentation and Lightweight Faster-RCNN

    Jin Pan, Xiaoming Ou, Xu Liang

    Article20213 citations
    ABI

  6. Deep Encoder-Decoder Network-based Wildfire Segmentation and Detection Using Drone Images in Real Time

    Shakhnoza Muksimova, Sevara Mardieva, Young Im Cho

    PreprintFire Detection and Safety SystemsResearch Square20223 citations
    ABI

  7. 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

  8. A Multi-Scale Approach to Early Fire Detection in Smart Homes

    Akmalbek Abdusalomov, Sabina Umirzakova, Furkat Safarov +3

    ArticleFire Detection and Safety SystemsElectronics20243 citations
    ABI

  9. Forest fire surveillance systems: A review of deep learning methods

    Azlan Saleh, Mohd Asyraf Zulkifley, Hazimah Haspi Harun +3

    Review article20232 citations
    ABI

  10. Applying deep learning to real-time UAV-based forest monitoring: Leveraging multi-sensor imagery for improved results

    T.R. Marques, Samuel Carreira, Rolando Miragaia +2

    Article20242 citations
    ABI

  11. A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management

    Sayed Pedram Haeri Boroujeni, Abolfazl Razi, Sahand Khoshdel +7

    Article20242 citations
    ABI

  12. Semantic segmentation and thermal imaging for forest fires detection and monitoring by drones

    Mimoun Yandouzi, Mohammed Berrahal, Mounir Grari +5

    Article20242 citations
    ABI

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