INFRARED, Volume. 43, Issue 5, 41(2022)
Vehicle Detection from UAV Remote Sensing Images Based on Deep Learning
[1] [1] Ammar A, Koubaa A, Ahmed M, et al. Vehicle Detection from Aerial Images Using Deep Learning: A Comparative Study[J]. Electronics. 2021, 10(7): 820.
[3] [3] Kumar S, Rajan E G, Rani S,et al. A Study on Vehicle Detection through Aerial Images: Various Challenges, Issues and Applications[C]. Greater Noida: International Conference on Computing, Communication, and Intelligent Systems, 2021.
[5] [5] Osco L P, Jose M J, Ana P M R, et al. A Review on Deep Learning in UAV Remote Sensing[J]. International Journal of Applied Earth Observation and Geoinformation, 2021, 102: 102456.
[10] [10] Guo Y, Chen S, Wu Z, et al. Integrating Spectral and Textural Information for Monitoring the Growth of Pear Trees Using Optical Images from the UAV Platform[J]. Remote Sensing, 2021, 13(9): 1795.
[11] [11] Inoue Y, Masaki Y. Drone-based Remote Sensing of Crops and Soils and Its Application to Smart Agriculture[J]. Journal of The Remote Sensing Society of Japan, 2017, 37(3): 224-235.
[16] [16] Ronneberger O, Philipp F, Thomas B. U-net: Convolutional Networks for Biomedical Image Segmentation[C]. Cham: International conference on medical image computing and computer-assisted intervention, 2015.
[19] [19] Ammour N, Alhichri H, Bazi Y, et al. Deep Learning Approach for Car Detection in UAV Imagery[J]. Remote Sensing, 2017, 9(4): 312.
[20] [20] Moranduzzo T, Farid M. Automatic Car Counting Method for Unmanned Aerial Vehicle Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2013, 52(3): 1635-1647.
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TAN Lu-wen, HASI Ba-gan, CHENG Chao-min, XIE Xuan. Vehicle Detection from UAV Remote Sensing Images Based on Deep Learning[J]. INFRARED, 2022, 43(5): 41
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Received: Dec. 16, 2021
Accepted: --
Published Online: Jul. 23, 2022
The Author Email: Lu-wen TAN (hasibagan@staff.shnu.edu.cn)