中国激光, 2020, 47 (9): 0909002, 网络出版: 2020-09-16   

毫米波全息成像快速反向传播算法研究 下载: 1125次

Fast Backpropagation Algorithm for Millimeter-Wave Holographic Imaging
牛轶杰 1,2柳兴 1,3乔灵博 3,*
作者单位
1 清华大学工程物理系, 北京100084
2 中国民航科学技术研究院, 北京 100028
3 危爆物品扫描探测技术国家工程实验室, 北京 100084
引用该论文

牛轶杰, 柳兴, 乔灵博. 毫米波全息成像快速反向传播算法研究[J]. 中国激光, 2020, 47(9): 0909002.

Niu Yijie, Liu Xing, Qiao Lingbo. Fast Backpropagation Algorithm for Millimeter-Wave Holographic Imaging[J]. Chinese Journal of Lasers, 2020, 47(9): 0909002.

参考文献

[1] 侯冰基, 杨明辉, 孙晓玮. 基于改进Faster RCNN的毫米波图像实时目标检测[J]. 激光与光电子学进展, 2019, 56(13): 131009.

    Hou B J, Yang M H, Sun X W. Real-time object detection for millimeter-wave images based on improved faster regions with convolutional neural networks[J]. Laser & Optoelectronics Progress, 2019, 56(13): 131009.

[2] 经文, 安健飞, 江舸, 等. 针对隐藏目标检测的太赫兹波站开式全极化全息雷达成像实验[J]. 中国激光, 2019, 46(6): 0614032.

    Jing W, An J F, Jiang G, et al. Standoff fully-polarimetric holographic-radar-imaging experiments in terahertz regime for concealed target detection[J]. Chinese Journal of Lasers, 2019, 46(6): 0614032.

[3] Collins DH, McMakin DL, Hall TE, et al. 1995-10-03.

[4] Sheen DM, Dale CollinsH, Hall TE, et al. 1996-09-17.

[5] Sheen D M. McMakin D L, Hall T E. Three-dimensional millimeter-wave imaging for concealed weapon detection[J]. IEEE Transactions on Microwave Theory and Techniques, 2001, 49(9): 1581-1592.

[6] 乔灵博, 王迎新, 赵自然, 等. 毫米波全息成像的空间采样条件[J]. 清华大学学报(自然科学版), 2014, 54(11): 1407-1411.

    Qiao L B, Wang Y X, Zhao Z R, et al. Spatial sampling for millimeter-wave holographic imaging[J]. Journal of Tsinghua University (Science and Technology), 2014, 54(11): 1407-1411.

[7] Sheen D. McMakin D, Hall T. Near-field three-dimensional radar imaging techniques and applications[J]. Applied Optics, 2010, 49(19): E83-E93.

[8] Tan K, Wu S Y, Wang Y C, et al. A novel two-dimensional sparse MIMO array topology for UWB short-range imaging[J]. IEEE Antennas and Wireless Propagation Letters, 2016, 15: 702-705.

[9] Zhuge X D, Yarovoy A G. Study on two-dimensional sparse MIMO UWB arrays for high resolution near-field imaging[J]. IEEE Transactions on Antennas and Propagation, 2012, 60(9): 4173-4182.

[10] Ahmed S S, Schiessl A, Schmidt L P. A novel fully electronic active real-time imager based on a planar multistatic sparse array[J]. IEEE Transactions on Microwave Theory and Techniques, 2011, 59(12): 3567-3576.

[11] Zhuge X D, Yarovoy A G. Three-dimensional near-field MIMO array imaging using range migration techniques[J]. IEEE Transactions on Image Processing, 2012, 21(6): 3026-3033.

[12] Alvarez Y, Rodriguez-Vaqueiro Y, Gonzalez-Valdes B, et al. Fourier-based imaging for multistatic radar systems[J]. IEEE Transactions on Microwave Theory and Techniques, 2014, 62(8): 1798-1810.

[13] Abbasi M, Shayei A, Shabany M, et al. Fast Fourier-based implementation of synthetic aperture radar algorithm for multistatic imaging system[J]. IEEE Transactions on Instrumentation and Measurement, 2019, 68(9): 3339-3349.

[14] Gao J K, Qin Y L, Deng B, et al. Novel efficient 3D short-range imaging algorithms for a scanning 1D-MIMO array[J]. IEEE Transactions on Image Processing, 2018, 27(7): 3631-3643.

[15] Ahmed S, Schiessl A, Gumbmann F, et al. Advanced microwave imaging[J]. IEEE Microwave Magazine, 2012, 13(6): 26-43.

[16] Qiao L B, Wang Y X, Zhao Z R, et al. Exactreconstruction for near-field three-dimensional planar millimeter-wave holographic imaging[J]. Journal of Infrared, Millimeter, and Terahertz Waves, 2015, 36(12): 1221-1236.

[17] Wang G W, Qi F, Liu Z, et al. Comparison between back projection algorithm and range migration algorithm in terahertz imaging[J]. IEEE Access, 2020, 8: 18772-18777.

[18] 王子野, 乔灵博, 王迎新, 等. 高分辨力亚毫米波全息成像系统[J]. 太赫兹科学与电子信息学报, 2016, 14(6): 833-837.

    Wang Z Y, Qiao L B, Wang Y X, et al. Wide-band three-dimensional submillimeter-wave holographic imaging system[J]. Journal of Terahertz Science and Electronic Information Technology, 2016, 14(6): 833-837.

[19] 吴磊, 吕国强, 薛治天, 等. 基于多尺度递归网络的图像超分辨率重建[J]. 光学学报, 2019, 39(6): 0610001.

    Wu L, Lü G Q, Xue Z T, et al. Super-resolution reconstruction of images based on multi-scale recursive network[J]. Acta Optica Sinica, 2019, 39(6): 0610001.

[20] 席志红, 侯彩燕, 袁昆鹏, 等. 基于深层残差网络的加速图像超分辨率重建[J]. 光学学报, 2019, 39(2): 0210003.

    Xi Z H, Hou C Y, Yuan K P, et al. Super-resolution reconstruction of accelerated image based on deep residual network[J]. Acta Optica Sinica, 2019, 39(2): 0210003.

牛轶杰, 柳兴, 乔灵博. 毫米波全息成像快速反向传播算法研究[J]. 中国激光, 2020, 47(9): 0909002. Niu Yijie, Liu Xing, Qiao Lingbo. Fast Backpropagation Algorithm for Millimeter-Wave Holographic Imaging[J]. Chinese Journal of Lasers, 2020, 47(9): 0909002.

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