Dehong Liu

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 37

Top Topics

Multiple Scattering

Camera Pose Estimation

Robust Parameter Estimation

Blind Deconvolution

Top Venues

Publications

Dehong Liu, Retsu Sugawara, Shota Hanioka, Philip V. Orlik
EMI Mitigation Using a Learning-Based Frequency Modulation Carrier in PWM Inverters. IECON (2023)
Tony Tohme, Dehong Liu, Kamal Youcef-Toumi
GSR: A Generalized Symbolic Regression Approach. Trans. Mach. Learn. Res. 2023 (2023)
Kai Huang, Bowen Li, Dongliang Xiong, Haitian Jiang, Xiaowen Jiang, Xiaolang Yan, Luc Claesen, Dehong Liu, Junjian Chen, Zhili Liu
Structured Dynamic Precision for Deep Neural Networks Quantization. ACM Trans. Design Autom. Electr. Syst. 28 (1) (2023)
Varun A. Kelkar, Dehong Liu, Hiroshi Inoue, Makoto Kanemaru
Sparsity-Driven Joint Blind Deconvolution-Demodulation with Application to Motor Fault Detection. ICASSP (2023)
Syed Rahman, Dehong Liu, Marcel Menner, Yebin Wang, Tomoki Takegami
Extended Kalman Filter-Based Predictive Maintenance of High-Voltage DC/DC Converter. IECON (2023)
Lantao Yu, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Fast and High-Quality Blind Multi-Spectral Image Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jinlong Liu, Junjian Chen, Dehong Liu, Liang Hu, Jun Li, Gang Chen, Jun Li, Ke Tang
Research on High Performance Domestic Chip Architecture Based on Digital Grid Edge Computing. CSSE (2022)
Tony Tohme, Dehong Liu, Kamal Youcef-Toumi
GSR: A Generalized Symbolic Regression Approach. CoRR (2022)
Xiaowen Jiang, Tianyi Sha, Dehong Liu, Junjian Chen, Chen Chen, Kai Huang
Flexible and Dynamic Scheduling of Mixed-Criticality Systems. Sensors 22 (19) (2022)
Laixi Shi, Dehong Liu, Jay Thornton
Robust Camera Pose Estimation For Image Stitching. ICIP (2021)
Laixi Shi, Dehong Liu, Masaki Umeda, Norihiko Hana
Fusion-Based Digital Image Correlation Framework for Strain Measurement. ICASSP (2021)
Lantao Yu, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Fast and High-Quality Blind Multi-Spectral Image Pansharpening. CoRR (2021)
Muhammad Asad Lodhi, Yanting Ma, Hassan Mansour, Petros T. Boufounos, Dehong Liu
Inverse Multiple Scattering with Phaseless Measurements. ICASSP (2020)
Lantao Yu, Dehong Liu, Hassan Mansour, Petros T. Boufounos, Yanting Ma
Blind Multi-Spectral Image Pan-Sharpening. ICASSP (2020)
Youye Xie, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Robust Parameter Estimation of Contaminated Damped Exponentials. ICASSP (2020)
Dehong Liu, Siheng Chen, Petros T. Boufounos
Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar. IGARSS (2020)
Ajinkya Kadu, Hassan Mansour, Petros T. Boufounos, Dehong Liu
Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion. ICASSP (2019)
Dehong Liu, Hassan Mansour, Petros T. Boufounos
Robust Mutual Information-Based Multi-Image Registration. IGARSS (2019)
Suhas Lohit, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Unrolled Projected Gradient Descent for Multi-spectral Image Fusion. ICASSP (2019)
Bihan Wen, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Deepcasd: An End-to-End Approach for Multi-Spectral Image Super-Resolution. ICASSP (2018)
Hsiou-Yuan Liu, Dehong Liu, Hassan Mansour, Petros T. Boufounos, Laura Waller, Ulugbek S. Kamilov
SEAGLE: Sparsity-Driven Image Reconstruction Under Multiple Scattering. IEEE Trans. Computational Imaging 4 (1) (2018)
Hassan Mansour, Dehong Liu, Ulugbek S. Kamilov, Petros T. Boufounos
Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging. IEEE Trans. Computational Imaging 4 (4) (2018)
Hassan Mansour, Dehong Liu, Ulugbek S. Kamilov, Petros T. Boufounos
Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging. CoRR (2018)
Yanting Ma, Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. ICASSP (2018)
Dehong Liu, Hassan Mansour, Petros T. Boufounos, Ulugbek Kamilov
Robust Sensor Localization Based on Euclidean Distance Matrix. IGARSS (2018)
Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov
Radar Autofocus Using Sparse Blind Deconvolution. ICASSP (2018)
Yanting Ma, Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov
Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. CoRR (2017)
Yanting Ma, Dehong Liu, Hassan Mansour, Ulugbek S. Kamilov, Yuichi Taguchi, Petros T. Boufounos, Anthony Vetro
Fusion of multi-angular aerial images based on epipolar geometry and matrix completion. ICIP (2017)
Hsiou-Yuan Liu, Dehong Liu, Hassan Mansour, Petros T. Boufounos, Laura Waller, Ulugbek S. Kamilov
SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering. CoRR (2017)
Kévin Degraux, Ulugbek S. Kamilov, Petros T. Boufounos, Dehong Liu
Online convolutional dictionary learning for multimodal imaging. ICIP (2017)
Kévin Degraux, Ulugbek S. Kamilov, Petros T. Boufounos, Dehong Liu
Online Convolutional Dictionary Learning for Multimodal Imaging. CoRR (2017)
Hsiou-Yuan Liu, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Compressive imaging with iterative forward models. ICASSP (2017)
Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos
A Recursive Born Approach to Nonlinear Inverse Scattering. IEEE Signal Process. Lett. 23 (8) (2016)
Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos
A Recursive Born Approach to Nonlinear Inverse Scattering. CoRR (2016)
Dehong Liu
Sparsity-driven radar auto-focus imaging under over-wavelength position perturbations. SAM (2016)
Zemin Zhang, Dehong Liu, Shuchin Aeron, Anthony Vetro
An online tensor robust PCA algorithm for sequential 2D data. ICASSP (2016)
Hsiou-Yuan Liu, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos
Compressive Imaging with Iterative Forward Models. CoRR (2016)
Dehong Liu, Ulugbek S. Kamilov, Petros T. Boufounos
Sparsity-driven distributed array imaging. CAMSAP (2015)
Dehong Liu
Compressive sensing based 3D imaging with a moving MIMO array. IGARSS (2015)
Hiroyuki Handa, Hassan Mansour, Dehong Liu, Ulugbek S. Kamilov
Extended target localization with total-variation denoising in through-the-wall-imaging. CAMSAP (2015)
Li Li, Petros T. Boufounos, Dehong Liu, Hassan Mansour, Zafer Sahinoglu
Sparse MIMO architectures for through-the-wall imaging. SAM (2014)
Dehong Liu, Petros T. Boufounos
Compressive sensing based 3D SAR imaging with multi-PRF baselines. IGARSS (2014)
Dehong Liu, Petros T. Boufounos
Random steerable arrays for synthetic aperture imaging. ICASSP (2013)
Hassan Mansour, Dehong Liu
Blind multi-path elimination by sparse inversion in Through-The-Wall-Imaging. CAMSAP (2013)
Dehong Liu, Petros T. Boufounos
Synthetic aperture imaging using a randomly steered spotlight. IGARSS (2013)
Dehong Liu, Petros T. Boufounos
Dictionary learning based pan-sharpening. ICASSP (2012)
Dehong Liu, Petros T. Boufounos
Pan-sharpening with multi-scale wavelet dictionary. IGARSS (2012)
Dehong Liu, Petros Boufounos
High resolution SAR imaging using random pulse timing. IGARSS (2011)
Eric Wang, Dehong Liu, Jorge G. Silva, David B. Dunson, Lawrence Carin
Joint Analysis of Time-Evolving Binary Matrices and Associated Documents. NIPS (2010)
Lawrence Carin, Dehong Liu, Wenbin Lin, Bin Guo
Compressive sensing for multi-static scattering analysis. J. Comput. Phys. 228 (9) (2009)
Yuting Qi, Dehong Liu, David B. Dunson, Lawrence Carin
Multi-task compressive sensing with Dirichlet process priors. ICML (2008)
Dehong Liu, Lawrence Carin
Wideband Array Imaging of a Target Situated in an Unknown Random Media. ICASSP (1) (2007)
Dehong Liu, Jeffrey L. Krolik, Lawrence Carin
Electromagnetic Target Detection in Uncertain Media: Time-Reversal and Minimum-Variance Algorithms. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
Dehong Liu, Lihan He, Lawrence Carin
Airport detection in large aerial optical imagery. ICASSP (5) (2004)