Improved YOLOX-X based UAV aerial photography object detection algorithm

Author:

Wang Xin,He Ning,Hong Chen,Wang Qi,Chen Ming

Publisher

Elsevier BV

Subject

Computer Vision and Pattern Recognition,Signal Processing

Reference59 articles.

1. Survey of object detection in uav imagery based on deep learning;Jiang;Acta Aeronaut. Astronaut. Sin.,2021

2. T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, C.L. Zitnick, Microsoft coco: Common objects in context, in: European conference on computer vision, Springer, pp. 740–755.

3. Y. Liu, Z. Ding, Y. Cao, M. Chang, Multi-scale feature fusion uav image object detection method based on dilated convolution and attention mechanism, in: 2020 The 8th International Conference on Information Technology: IoT and Smart City, pp. 125–132.

4. X. Zhang, E. Izquierdo, K. Chandramouli, Dense and small object detection in uav vision based on cascade network, in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, pp. 0–0.

5. J. Dai, H. Qi, Y. Xiong, Y. Li, G. Zhang, H. Hu, Y. Wei, Deformable convolutional networks, in: Proceedings of the IEEE international conference on computer vision, pp. 764–773.

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