Fast Terahertz Coded-Aperture Imaging Based on Convolutional Neural Network

[1]  Michael Unser,et al.  Convolutional Neural Networks for Inverse Problems in Imaging: A Review , 2017, IEEE Signal Processing Magazine.

[2]  Emmanuel J. Candès,et al.  Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information , 2004, IEEE Transactions on Information Theory.

[3]  David R. Smith,et al.  Metamaterial Apertures for Computational Imaging , 2013, Science.

[4]  Reza Safian,et al.  A Graphene-Based THz Ring Resonator for Label-Free Sensing , 2016, IEEE Sensors Journal.

[5]  T. Ferguson An Inconsistent Maximum Likelihood Estimate , 1982 .

[6]  V. Gildenburg,et al.  Optical-to-THz wave conversion via excitation of plasma oscillations in the tunneling-ionization process. , 2007, Physical review letters.

[7]  M. Tani,et al.  Detection of up to 20 THz with a low-temperature-grown GaAs photoconductive antenna gated with 15 fs light pulses , 2000 .

[8]  Lars M. H. Ulander,et al.  Synthetic-aperture radar processing using fast factorized back-projection , 2003 .

[9]  Xiang Wan,et al.  Transmission-Type 2-Bit Programmable Metasurface for Single-Sensor and Single-Frequency Microwave Imaging , 2016, Scientific Reports.

[10]  Yachao Li,et al.  Bayesian Inverse Synthetic Aperture Radar Imaging , 2011, IEEE Geoscience and Remote Sensing Letters.

[11]  Stephan Antholzer,et al.  Deep learning for photoacoustic tomography from sparse data , 2017, Inverse problems in science and engineering.

[12]  Hongqiang Wang,et al.  Enhanced Radar Imaging Using a Complex-Valued Convolutional Neural Network , 2019, IEEE Geoscience and Remote Sensing Letters.

[13]  Willie J Padilla,et al.  THz Wave Modulators: A Brief Review on Different Modulation Techniques , 2013 .

[14]  Bhaskar D. Rao,et al.  Sparse Bayesian learning for basis selection , 2004, IEEE Transactions on Signal Processing.

[15]  Yibo Zhang,et al.  Phase recovery and holographic image reconstruction using deep learning in neural networks , 2017, Light: Science & Applications.

[16]  Yin Zhang,et al.  An efficient augmented Lagrangian method with applications to total variation minimization , 2013, Computational Optimization and Applications.

[17]  Xiaoli Zhou,et al.  Radar Coincidence Imaging with Stochastic Frequency Modulated Array , 2017, IEEE Journal of Selected Topics in Signal Processing.

[18]  Shuliang Gui,et al.  Security Imaging for Multi-Target Screening Based on Adaptive Scene Segmentation With Terahertz Radar , 2019, IEEE Sensors Journal.

[19]  Zhuo Xu,et al.  Ghost Imaging Based on Deep Learning , 2018, Scientific Reports.

[20]  Shuai Li,et al.  Lensless computational imaging through deep learning , 2017, ArXiv.

[21]  Guohai Situ,et al.  Deep-learning-based ghost imaging , 2017, Scientific Reports.

[22]  Bin Deng,et al.  Study on coding strategies for radar coded-aperture imaging in terahertz band , 2017, J. Electronic Imaging.

[23]  Fei Wang,et al.  Learning from simulation: An end-to-end deep-learning approach for computational ghost imaging. , 2019, Optics express.

[24]  Guangsheng Deng,et al.  Electrically tunable terahertz dual-band metamaterial absorber based on a liquid crystal , 2018 .

[25]  Michael Unser,et al.  Deep Convolutional Neural Network for Inverse Problems in Imaging , 2016, IEEE Transactions on Image Processing.

[26]  A. Ferrari,et al.  Graphene field-effect transistors as room-temperature terahertz detectors. , 2012, Nature materials.

[27]  Kush R. Varshney,et al.  Sparsity-Driven Synthetic Aperture Radar Imaging: Reconstruction, autofocusing, moving targets, and compressed sensing , 2014, IEEE Signal Processing Magazine.

[28]  Bin Deng,et al.  Phaseless Terahertz Coded-Aperture Imaging Based on Incoherent Detection , 2019, Sensors.

[29]  Reza Safian,et al.  Significant enhancement in the efficiency of photoconductive antennas using a hybrid graphene molybdenum disulphide structure , 2016 .

[30]  Bin Deng,et al.  Three-Dimensional Terahertz Coded-Aperture Imaging Based on Single Input Multiple Output Technology , 2018, Sensors.

[31]  Stephen E Ralph,et al.  Efficient photoconductive terahertz source using line excitation. , 2005, Optics letters.

[32]  Wai Lam Chan,et al.  A single-pixel terahertz imaging system based on compressed sensing , 2008 .

[33]  Alfred Leitenstorfer,et al.  Ultrabroadband detection of multi-terahertz field transients with GaSe electro-optic sensors: Approaching the near infrared , 2004 .

[34]  Bin Deng,et al.  High-resolution terahertz coded-aperture imaging for near-field three-dimensional target. , 2019, Applied optics.