[1] [1] CHI M M,PLAZA A,BENEDIKTSSON J A,et al.Big data for remote sensing:challenges and opportunities［J］.Proceedings of the IEEE,2016,104(11):2207-2219.

[2] [2] LOEW D G.Distinctive image feature from scale-invariant keypoint［J］.International Journal of Computer Vision,2004,60:91-110.

[3] [3] CHA Y J,CHOI W,BUYUKOZTURK O.Deep learningbased crack damage detection using convolutional neural networks［J］.ComputerAided Civil and Infrastructure Engineering,2017,32(5):361-378.

[5] [5] REDMON J,DIVVALA S,GIRSHICK R,et al.You only look once:unifiedreal-time object detection［C］//2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).Las Vegas:IEEE,2016:779-788.

[6] [6] LIU W,ANGUELOV D,ERHAN D,et al.SSD:single shot multibox detector［DB/OL］.(2016-12-29) ［2023-03-15］.https://arxiv.org/abs/1512.02325.

[7] [7] GIRSHICK R B.Fast R,CNN［C］//Proceedings of the IEEE International Conference on Computer Vision.Santiago:IEEE,2015:1440-1448.

[8] [8] HE K,GKIOXARI G,DOLLAR P,et al.Mask R-CNN［C］//2017 IEEE International Conference on Computer Vision (ICCV).Venice:IEEE,2017:2980-2988.

[9] [9] LI K,CHENG G,BU S,et al.Rotation-insensitive and context-augmented object detection in remote sensing images［J］.IEEE Transactions on Geoscience and Remote Sensing,2018,56(4):2337-2348.

[10] [10] YANG X,SUN H,SUN X,et al.Position detection and direction prediction for arbitraryoriented ships via multitask rotation region convolutional neural network［J］.IEEE Access,2018,6:50839-50849.

[12] [12] JIANG S L,YAO W,WONG M S,et al.An optimized deep neural network detecting small and narrow rectangular objects in google earth images［J］.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2020,13:1068-1081.

[13] [13] WANG Y Y,LI W,LI X,et al.Ship detection by modified retinanet［C］//2018 10th IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS).Beijing:IEEE,2018:1-5.

[14] [14] YANG X,YANG J R,YAN J C,et al.SCRDet:towards more robust detection for smallcluttered and rotated objects［C］//2019 IEEE/CVF International Conference on Computer Vision (ICCV).Seoul:IEEE2019:8231-8240.

[15] [15] YAO Q L,HU X,LEI H.Multiscale convolutional neural networks for geospatial object detection in VHR satellite images［J］.IEEE Geoscience and Remote Sensing Letters,2021,18(1):23-27.

[18] [18] WANG C Y,BOCHKOVSKIY A,LIAO H Y M.YOLOv7:trainable bagoffreebies sets new stateoftheart for real-time object detectors［C］//2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Vancouver:IEEE,2023:7464-7475.

[19] [19] LIU Z,LIN Y,CAO Y,et al.Swin transformer:hierarchical vision transformer using shifted windows［C］//2021 IEEE/CVF International Conference on Computer Vision (ICCV).Montreal:IEEE,2021:9992-10002.

[20] [20] LI K,WAN G,CHENG G,et al.Object detection in optical remote sensing images:a survey and a new benchmark［J］.ISPRS Journal of Photogrammetry and Remote Sensing,2020,159:296-307.

[21] [21] GEVORGYAN Z.SIoU loss:more powerful learning for bounding box regression［DB/OL］.(2022-05-25) ［2023-03-15］.https://arxiv.org/abs/2205.12740.