Forest fire detection using machine learning



Yüklə 79,82 Kb.
səhifə3/3
tarix02.05.2023
ölçüsü79,82 Kb.
#106287
1   2   3
FiredetectionusingMachinelearning

REFERENCES


[1] Saponara, S., Elhanashi, A. & Gagliardi, A. Real-time video fire/smoke detection based on CNN in antifire surveillance systems. J Real-Time Image Proc 18, 889–900 (2021).


[2] Qingjie Zhang, Jiaolong Xu, Liang Xu and Haifeng Guo, Deep Convolutional Neural Networks for Forest Fire Detection. IFMEITA 2016.

[3] Pragati, S. S. (2019-2020). International Journal Of Advance Scientific Research. Forest Fire Detection Using Machine Learning, 1,2.


[4] A Arul, R. S. (2021, May). Fire Detection System Using Machine Learning. Retrieved from ResearchGate: https://www.researchgate.net/publication/351926970_Fire_Detection_System_Using_Machine_Learning.


[5] Yuanbin Wang, L. D. (2019). Journal of algorithms and Computational technology. Forest fire image recognition based on convolutional neural network, 1.


[6] Kim, Byoungjun, and Joonwhoan Lee. 2019. "A Video-Based Fire Detection Using Deep Learning Models" Applied Sciences 9, no. 14: 2862


[7] Xu, R.; Lin, H.; Lu, K.; Cao, L.; Liu, Y. A Forest Fire Detection System Based on Ensemble Learning. Forests 202112, 217. https://doi.org/10.3390/f12020217

[8] BoWFire Dataset. Available online: https://bitbucket.org/gbdi/bowfire-dataset/downloads/ (accessed on 1 January 2021). 29.


[9] FD-Dataset. Available online: http://www.nnmtl.cn/EFDNet/ (accessed on 1 January 2021).


[10] ForestryImages. Available online: https://www.forestryimages.org/browse/subthumb.cfm?sub=740 (accessed on 1 January 2021). 31. [10].


[11] VisiFire. Available online: http://signal.ee.bilkent.edu.tr/VisiFire/ (accessed on 1 January 2021).


[12] Alkhatib, A. A. (2014). International Journal of distributed sensor networks. A Review on Forest Fire Detection Techniques.


[13] Begoña C. Arrue, A. O. (2000). An Intelligent System for FalseAlarm Reduction in Infrared Forest-Fire Detection. Retrieved from IEEE: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=846287


[14] Eric den breejen, M. B. (1998, November). FOREST FIRE DETECTION USING MACHINE LEARNING. Retrieved from Researchgate: https://www.researchgate.net/profile/Klamer-Schutte/publication/2478027_Autonomous_Forest_Fire_Detection/links/0912f514831a07aee6000000/Autonomous-Forest-Fire-Detection.pdf


[15] Liyang Yu, N. W. (2005). Real-time Forest Fire Detection with Wireless Sensor. Retrieved from IEEE: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1544272


[16] Prof. K.Angayarkkani, D. (2009). IJCSNS International Journal of Computer Science and Network Security, VOL.9 No.3,. Efficient Forest Fire Detection System: A Spatial Data Miningand Image Processing Based Approach.


[17] Vilar, A. M. (2003, May 30). Development of neural networ kcommittee machines forautomatic forest "re detection using lidar. Retrieved from Elsevier:https://reader.elsevier.com/reader/sd/pii/S0031320304001360?token=968DC84A900F4C42AE37E41A3022A9DD59B7C4F0B162AC74483B4342E3E538CAE2FA99241CF7F860BE63A3B0FDEEAE78&originRegion=eu-west-1&originCreation=20220111135749



[18] Cheng, C., Sun, F. and Zhou, X., 2011. One fire detection method using neural networks. Tsinghua science and technology16(1), pp.31-35.

[19] Wiame Benzekri1, A. E. (2020). (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 11. Early Forest Fire Detection System using Wireless Sensor Network and Deep Learning.
[20]Muhammad, K., Ahmad, J., Mehmood, I., Rho, S. and Baik, S.W., 2018. Convolutional neural networks based fire detection in surveillance videos. IEEE Access6, pp.18174-18183.


Yüklə 79,82 Kb.

Dostları ilə paylaş:
1   2   3




Verilənlər bazası müəlliflik hüququ ilə müdafiə olunur ©azkurs.org 2024
rəhbərliyinə müraciət

gir | qeydiyyatdan keç
    Ana səhifə


yükləyin