Electronics Optics & Control, Volume. 30, Issue 5, 39(2023)
A Target Detection Algorithm in SAR Image Based on Joint Task Learning
[1] [1] ZHAO J P,ZHANG Z H,YU W X,et al.A cascade coupled convolutional neural network guided visual attention method for ship detection from SAR images[J].IEEE Access,2018,6:50693-50708.
[2] [2] DU L,LI L,WEI D,et al.Saliency-guided single shot multibox detector for target detection in SAR images[J].IEEE Transactions on Geoscience and Remote Sensing, 2020,58(5):3366-3376.
[3] [3] XIA R F,CHEN J,HUANG Z X,et al.CRTransSar:a visual transformer based on contextual joint representation learning for SAR ship detection[J].Remote Sensing, 2022,14(6):1488.
[4] [4] GIRSHICK R,DONAHUE J,DARRELL T,et al.Region-based convolutional networks for accurate object detection and segmentation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2016,38(1):142-158.
[5] [5] GIRSHICK R.Fast R-CNN[C]//IEEE International Conference on Computer Vision (ICCV).Santiago:IEEE, 2015.doi:10.1109/ICCV.2015.169.
[6] [6] 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,2017,39(6):1137-1149.
[7] [7] DAI J F,LI Y,HE K M,et al.R-FCN:object detection via region-based fully convolutional networks[C]//NIPS16:Proceedings of the 30th International Conference on Neural Information Processing Systems.Red Hook,NY:NIPS, 2016:379-387.
[8] [8] LIN T Y,DOLLAR P,GIRSHICK R,et al.Feature pyramid networks for object detection[C]//IEEE Conference on Computer Vision and Pattern Recognition (CVPR).Honolulu,HI:IEEE,2017.doi:10.1109/CVPR.2017.106.
[9] [9] SINGH B,DAVIS L S.An analysis of scale invariance in object detection SNIP[C]//IEEE Conference on Computer Vision and Pattern Recognition (CVPR).Salt Lake City,UT:IEEE,2018.doi:10.1109/CVPR.2018.00377.
[10] [10] REDMON J,FARHADI A.YOLOv3:an incremental improvement[R].Los Alamos:arXiv Preprint,2018: arXiv: 1804.02767.
[11] [11] LIU W,ANGUELOV D,ERHAN D,et al.SSD:single shot multibox detector[C]//European Conference on Computer Vision (ECCV).Cham:Springer International Publishing,2016:21-37.
[12] [12] ZHANG S F,WEN L Y,BIAN X,et al.Single-shot refinement neural network for object detection[C]// IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR).Salt Lake City,UT:IEEE,2018.doi:10.1109/CVPR.2018.00442.
[13] [13] TIAN Z,SHEN C H,CHEN H,et al.FCOS:fully convolutional one-stage object detection[C]//IEEE/CVF International Conference on Computer Vision (ICCV).Seoul:IEEE,2019.doi:10.1109/ICCV.2019.00972.
[14] [14] LIN T Y,GOYAL P,GIRSHICK R,et al.Focal loss for dense object detection[C]//IEEE International Conference on Computer Vision (ICCV).Venice:IEEE,2017.doi:10.1109/ICCV.2017.324.
[15] [15] CARION N,MASSA F,SYNNAEVE G,et al.End-to-end object detection with transformers[R].Los Alamos: ar-Xiv Preprint,2020: arXiv: 2005.12872.
[16] [16] PANG J M,CHEN K ,SHI J P,et al.Libra R-CNN:towards balanced learning for object detection[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Long Beach,CA:CVPR,2019:821-830.
[17] [17] ZHOU X Y,WANG D Q,KRHENBHL P.Objects as points[R].Los Alamos: arXiv Preprint,2019: arXiv: 1904.07850.
[18] [18] ZHANG H Y,WANG Y,DAYOUB F,et al.VarifocalNet:an IoU-aware dense object detector[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).Nashville,TN:IEEE,2021.doi:10.1109/CVPR46437.2021.00841.
Get Citation
Copy Citation Text
AI Shufang, TIAN Zhuangzhuang, WANG Kun, LI Lin. A Target Detection Algorithm in SAR Image Based on Joint Task Learning[J]. Electronics Optics & Control, 2023, 30(5): 39
Category:
Received: Jan. 31, 2023
Accepted: --
Published Online: Nov. 29, 2023
The Author Email: