[1] Girshick R, Donahue J, Darrell T et al. Rich feature hierarchies for accurate object detection and semantic segmentation[C], 580-587(2014).

[2] Girshick R. Fast R-CNN[C], 1440-1448(2015).

[3] Ren S Q, He K M, Girshick R et al. Faster R-CNN: towards real-time object detection with region proposal networks[C], 91-99(2015).

[4] He K M, Gkioxari G, Dollár P et al. Mask R-CNN[C], 2980-2988(2017).

[5] Redmon J, Divvala S, Girshick R et al. You only look once: unified, real-time object detection[C], 779-788(2016).

[6] Redmon J, Farhadi A. YOLO9000: better, faster, stronger[C], 6517-6525(2017).

[7] Redmon J, Farhadi A. Yolov3: an incremental improvement[EB/OL]. https://arxiv.org/abs/1804.02767

[8] Liu W, Anguelov D, Erhan D et al. SSD: single shot MultiBox detector[M]. Leibe B, Matas J, Sebe N, et al. Computer vision-ECCV 2016. Lecture notes in computer science, 9905, 21-37(2016).

[9] Tian Z, Shen C H, Chen H et al. FCOS: fully convolutional one-stage object detection[C], 9626-9635(2019).

[10] Law H, Deng J. CornerNet: detecting objects as paired keypoints[J]. International Journal of Computer Vision, 128, 642-656(2020).

[11] Liu F, Wu Z W, Yang A Z et al. Multi-scale feature fusion based adaptive object detection for UAV[J]. Acta Optica Sinica, 40, 1015002(2020).

[12] Wang Q, Yi B S. Insulator defect recognition in aerial images based on Gaussian YOLOv3[J]. Laser & Optoelectronics Progress, 58, 1210022(2021).

[13] Xu Y L, Liang J R, Dong G J et al. Aerial image target detection algorithm based on improved CenterNet[J]. Laser & Optoelectronics Progress, 58, 2010013(2021).

[14] Zhang G R, Chen X, Zhao Y et al. Lightweight YOLOv3 algorithm for small object detection[J]. Acta Optica Sinica, 59, 1610008(2022).

[15] He K M, Zhang X Y, Ren S Q et al. Deep residual learning for image recognition[C], 770-778(2016).

[16] Hu J, Shen L, Sun G. Squeeze-and-excitation networks[C], 7132-7141(2018).

[17] Wu Y, Chen Y P, Yuan L et al. Rethinking classification and localization for object detection[C], 10183-10192(2020).

[18] Wang X L, Girshick R, Gupta A et al. Non-local neural networks[C], 7794-7803(2018).

[19] Zhu P F, Du D W, Wen L Y et al. VisDrone-VID2019: the vision meets drone object detection in video challenge results[C], 227-235(2019).

[20] Du D W, Qi Y K, Yu H Y et al. The unmanned aerial vehicle benchmark: object detection and tracking[EB/OL]. https://arxiv.org/abs/1804.00518

[21] Lin T Y, Dollár P, Girshick R et al. Feature pyramid networks for object detection[C], 936-944(2017).

[22] Cai Z W, Vasconcelos N. Cascade R-CNN: delving into high quality object detection[C], 6154-6162(2018).

[23] Chen Y P, Li J N, Xiao H X et al. Dual path networks[EB/OL]. https://arxiv.org/abs/1707.01629

[24] Li Y H, Chen Y T, Wang N Y et al. Scale-aware trident networks for object detection[C], 6053-6062(2019).