Electronics Optics & Control, Volume. 27, Issue 11, 81(2020)
Deep Learning Based Multi-resolution Ocean Target Detection
[3] [3] ZHU C R,ZHOU H,WANG R S,et al.A novel hierarchical method of ship detection from spaceborne optical image based on shape and texture features[J].IEEE Transactions on Geoscience and Remote Sensing,2010,48(9):3446-3456.
[5] [5] GIRSHICK R,DONAHUE J,DARRELL T,et al.Rich feature hierarchies for accurate object detection and semantic segmentation [C]//IEEE Conference on Computer Vision and Pattern Recognition,2014:580-587.
[6] [6] HE K M,ZHANG X Y,REN S Q,et al.Spatial pyramid pooling in deep convolutional networks for visual recognition [J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2015,37(9):1904-1916.
[7] [7] 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.
[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),2017:2117-2125.
[10] [10] REDMON J,DIVVALA S,GIRSHICK R,et al.You only look once:unified,real-time detection[C]//IEEE Conference on Computer Vision and Pattern Recognition, 2016:779-788.
[11] [11] LIU W,ANGUELOV D,ERHAN D,et al.SSD:single shot multibox detector[C]//European Conference on Computer Vision(CVPR),2016:21-37.
[12] [12] LIN T Y,GOYAL P,GIRSHICK R,et al.Focal loss for dense object detection[C]//IEEE International Conference on Computer Vision(ICCV),2017:2980-2988.
[14] [14] HU J,SHEN L,SUN G.Squeeze-and-excitation networks[C]//IEEE Conference on Computer Vision and Pattern Recognition(CVPR),2018:7132-7141.
Get Citation
Copy Citation Text
YANG Tiantian, CHEN Zhiming, LYU Ying, WU Yunhua, HUA Bing. Deep Learning Based Multi-resolution Ocean Target Detection[J]. Electronics Optics & Control, 2020, 27(11): 81
Category:
Received: Sep. 23, 2019
Accepted: --
Published Online: Dec. 25, 2020
The Author Email: