[1] GIRSHICK R, DONAHUE J, DARRELL T et al. Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation[C], 580-587(23).

[2] GIRSHICK R. Fast R-CNN[C], 1440-1448(7).

[3] REN S Q, HE K M, GIRSHICK R et al. Faster R-CNN： Towards Real-Time Object Detection with Region Proposal Networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 1137-1149(2017).

[4] LIU W, ANGUELOV D, ERHAN D et al. SSD： Single Shot Multibox Detector[M]. Computer Vision - ECCV 2016, 21-37(2016).

[5] REDMON J, DIVVALA S, GIRSHICK R et al. You Only Look Once： Unified， Real-Time Object Detection[C], 779-788(27).

[6] REDMON J, FARHADI A. YOLO9000： Better， Faster， Stronger[C], 6517-6525(21).

[7] REDMON J, FARHADI A. YOLOv3： An Incremental Improvement[webpage]. arXiv, 1804-02767(2018). https：//arxiv.org/abs/1804.02767

[8] BOCHKOVSKIY A, WANG C Y, LIAO H Y M. YOLOv4： Optimal Speed and Accuracy of Object Detection[webpage]. arXiv, 2004-10934(2020). https：//arxiv.org/abs/2004.10934

[9] CHEN Q, WANG Y M, YANG T et al. You Only Look One-Level Feature[C], 13034-13043(20).

[10] KARLINSKY L, SHTOK J, HARARY S et al. RepMet： Representative-Based Metric Learning for Classification and Few-Shot Object Detection[C], 5192-5201(15).

[11] YAN X P, CHEN Z L, XU A N et al. Meta R-CNN： Towards General Solver for Instance-Level Low-Shot Learning[C], 9576-9585.

[12] CHEN H, WANG Y L, WANG G Y et al. LSTD： A Low-Shot Transfer Detector for Object Detection[C], 32(2018).

[13] KANG B Y, LIU Z, WANG X et al. Few-Shot Object Detection via Feature Reweighting[C], 8419-8428(2019).

[14] WANG X, HUANG T E, DARRELL T et al. Frustratingly Simple Few-Shot Object Detection[webpage]. arXiv, 2003-06957(2020). https：//arxiv.org/abs/2003.06957

[15] SUN B, LI B H, CAI S C et al. FSCE： Few-Shot Object Detection via Contrastive Proposal Encoding[C], 7348-7358(2021).

[16] OKSUZ K, CAM B C, AKBAS E et al. Rank & Sort Loss for Object Detection and Instance Segmentation[C], 2989-2998(10).

[17] LIN T Y, DOLLÁR P, GIRSHICK R et al. Feature Pyramid Networks For Object Detection[C], 936-944(21).

[18] LIN T Y, MAIRE M, BELONGIE S et al. Microsoft COCO： Common Objects in Context[webpage]. arXiv, 1405-0312(2014). https：//arxiv.org/abs/1405.0312

[19] WU J X, LIU S T, HUANG D et al. Multi-Scale Positive Sample Refinement for Few-Shot Object Detection[M]. Computer Vision - ECCV 2020, 456-472(2020).