全卷积网络多层特征融合的飞机快速检测 下载: 1265次
辛鹏, 许悦雷, 唐红, 马时平, 李帅, 吕超. 全卷积网络多层特征融合的飞机快速检测[J]. 光学学报, 2018, 38(3): 0315003.
Xin Peng, Xu Yuelei, Tang Hong, Ma Shiping, Li Shuai, Lü Chao. Fast Airplane Detection Based on Multi-Layer Feature Fusion of Fully Convolutional Networks[J]. Acta Optica Sinica, 2018, 38(3): 0315003.
[2] LiW, Xiang SM, Wang HB, et al. Robust airplane detection in satellite images[C]. 18 th IEEE International Conference on Image Processing (ICIP) , 2011: 12504922.
LiW, Xiang SM, Wang HB, et al. Robust airplane detection in satellite images[C]. 18 th IEEE International Conference on Image Processing (ICIP) , 2011: 12504922.
[3] YildizC, PolatE. Detection of stationary aircrafts from satelitte images[C]. IEEE Conference on Signal Processing and Communications Applications (SIU), 2011: 12075218.
YildizC, PolatE. Detection of stationary aircrafts from satelitte images[C]. IEEE Conference on Signal Processing and Communications Applications (SIU), 2011: 12075218.
[4] 刘峰, 沈同圣, 娄树理, 等. 全局模型和局部优化的深度网络显著性检测[J]. 光学学报, 2017, 37(12): 1215005.
刘峰, 沈同圣, 娄树理, 等. 全局模型和局部优化的深度网络显著性检测[J]. 光学学报, 2017, 37(12): 1215005.
[5] Chen XY, Xiang SM, Liu CL, et al. Aircraft detection by deep belief nets[C]. IAPR Asian Conference on Pattern Recognition (ACPR), 2013: 14198071.
Chen XY, Xiang SM, Liu CL, et al. Aircraft detection by deep belief nets[C]. IAPR Asian Conference on Pattern Recognition (ACPR), 2013: 14198071.
[6] WuH, ZhangH, Zhang JF, et al. Fast aircraft detection in satellite images based on convolutional neural networks[C]. IEEE International Conference on Image Processing (ICIP), 2015: 15654338.
WuH, ZhangH, Zhang JF, et al. Fast aircraft detection in satellite images based on convolutional neural networks[C]. IEEE International Conference on Image Processing (ICIP), 2015: 15654338.
[7] GirshickR. Fast R-CNN[C]. IEEE International Conference on Computer Vision, 2015: 1440- 1448.
GirshickR. Fast R-CNN[C]. IEEE International Conference on Computer Vision, 2015: 1440- 1448.
[8] Ren SQ, He KM, GirshickR, et al. Faster R-CNN: Towards real-time object detection with region proposal networks[C]. Advances in Neural Information Processing Systems, 2015: 91- 99.
Ren SQ, He KM, GirshickR, et al. Faster R-CNN: Towards real-time object detection with region proposal networks[C]. Advances in Neural Information Processing Systems, 2015: 91- 99.
[9] LongJ, ShelhamerE, DarrellT. Fully convolutional networks for semantic segmentation[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2015: 3431- 3440.
LongJ, ShelhamerE, DarrellT. Fully convolutional networks for semantic segmentation[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2015: 3431- 3440.
[10] 王鑫, 侯志强, 余旺盛, 等. 基于多层卷积特征融合的目标尺度自适应稳健跟踪[J]. 光学学报, 2017, 37(11): 1115005.
王鑫, 侯志强, 余旺盛, 等. 基于多层卷积特征融合的目标尺度自适应稳健跟踪[J]. 光学学报, 2017, 37(11): 1115005.
[11] He KM, Zhang XY, Ren SQ, et al. Spatial pyramid pooling in deep convolutional networks for visual recognition[C]. European Conference on Computer Vision, 2014: 346- 361.
He KM, Zhang XY, Ren SQ, et al. Spatial pyramid pooling in deep convolutional networks for visual recognition[C]. European Conference on Computer Vision, 2014: 346- 361.
[12] KongT, Yao AB, Chen YR, et al. Hypernet: Towards accurate region proposal generation and joint object detection[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2016: 845- 853.
KongT, Yao AB, Chen YR, et al. Hypernet: Towards accurate region proposal generation and joint object detection[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2016: 845- 853.
[13] ZhangP, NiuX, DouY, et al. Airport detection from remote sensing images using transferable convolutional neural networks[C]. International Joint Conference on Neural Networks (IJCNN), 2016: 16430277.
ZhangP, NiuX, DouY, et al. Airport detection from remote sensing images using transferable convolutional neural networks[C]. International Joint Conference on Neural Networks (IJCNN), 2016: 16430277.
[14] DengJ, DongW, SocherR, et al. Imagenet: A large-scale hierarchical image database[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2009: 10836047.
DengJ, DongW, SocherR, et al. Imagenet: A large-scale hierarchical image database[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2009: 10836047.
[15] Zeiler MD, FergusR. Visualizing and understanding convolutional networks[C]. European Conference on Computer Vision, 2014: 818- 833.
Zeiler MD, FergusR. Visualizing and understanding convolutional networks[C]. European Conference on Computer Vision, 2014: 818- 833.
辛鹏, 许悦雷, 唐红, 马时平, 李帅, 吕超. 全卷积网络多层特征融合的飞机快速检测[J]. 光学学报, 2018, 38(3): 0315003. Xin Peng, Xu Yuelei, Tang Hong, Ma Shiping, Li Shuai, Lü Chao. Fast Airplane Detection Based on Multi-Layer Feature Fusion of Fully Convolutional Networks[J]. Acta Optica Sinica, 2018, 38(3): 0315003.