UAV Lightweight Object Detection Based on the Improved YOLO Algorithm

Author:

Chen YunFei1,Chen Xingwu1,Chen Lingfeng2,He Dongwei1,Zheng Jishi3,Xu Chao1,Lin Yang4,Liu Lisang5

Affiliation:

1. School of Electronic, Electrical Engineering and Physics Fujian University of Technology & Fujian Society of Aeronautics and Astronautics, Fuzhou, China

2. CTFF Information Technology Co., Ltd, Fuzhou, China

3. School of Transportation, Fujian University of Technology & Fujian Society of Aeronautics and Astronautics, Fuzhou, China

4. School of Electronic, Electrical Engineering and Physics, Fujian University of Technology, Fuzhou, China

5. School of Electronic, Electrical Engineering and Physics Fujian University of Technology Fuzhou, China

Publisher

ACM

Reference13 articles.

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2. com.atypon.pdfplus.internal.model.plusxml.impl.AuthorGroup@7989efc8 Proceedings of the IEEE international conference on computer vision. 2015: 1440--1448 . GIRSHICK R. Fast r-cnn[C]. Proceedings of the IEEE international conference on computer vision. 2015: 1440--1448.

3. com.atypon.pdfplus.internal.model.plusxml.impl.AuthorGroup@7db66421 Faster r-cnn: Towards real-time object detection with region proposal networks[J]. Advances in neural information processing systems , 2015 , 28: 91--99. REN S, HE K, GIRSHICK R, et al. Faster r-cnn: Towards real-time object detection with region proposal networks[J]. Advances in neural information processing systems, 2015, 28: 91--99.

4. com.atypon.pdfplus.internal.model.plusxml.impl.AuthorGroup@38b4e5f3 SSD: Single shot multibox detector[C]//European conference on computer vision . Springer , Cham , 2016 : 21--37. LIU W, ANGUELOV D, ERHAN D, et al. SSD: Single shot multibox detector[C]//European conference on computer vision. Springer, Cham, 2016: 21--37.

5. com.atypon.pdfplus.internal.model.plusxml.impl.AuthorGroup@3f075133 Yolov3: An incremental improvement[J]. arXiv preprint arXiv:1804.02767 , 2018 . REDMON J, FARHADI A. Yolov3: An incremental improvement[J]. arXiv preprint arXiv:1804.02767, 2018.

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