Jie Chen

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 151

Top Venues

ICASSP

CoRR

Signal Process.

IEEE Trans. Signal Process.

University of Technology of Troyes, France (PHD)

Education History

University of Technology of Troyes, France

PHD

Publications

Ziye Yang, Mengfei Zhang, Jie Chen
Distributed speech dereverberation using weighted prediction error. Signal Process. 225 (2024)
Mengfei Zhang, Yuchen Dong, Jie Chen, Cédric Richard
Diffusion-Based Distributed Wave-Domain Active Noise Control With Convex Sum of Non-Convex Quadratic Costs. IEEE Trans. Circuits Syst. II Express Briefs 71 (3) (2024)
Wei Gao, Jingyu Yang, Jie Chen
Proportional Perturbation Model for Hyperspectral Unmixing Accounting for Endmember Variability. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Tingting Fang, Fei Zhu, Jie Chen
Hyperspecral Unmixing Based on Multilinear Mixing Model Using Convolutional Autoencoders. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jingen Ni, Yiwei Xing, Zhanyu Zhu, Jie Chen
Proportionate Total Adaptive Filtering Algorithms for Sparse System Identification. IEEE Trans. Syst. Man Cybern. Syst. 54 (3) (2024)
Wei Gao, Jie Chen, Cédric Richard
Theoretical Analysis of the Performance of the Data-Reuse RLS Algorithm. IEEE Trans. Circuits Syst. II Express Briefs 71 (1) (2024)
Min Zhao, Jie Chen, Nicolas Dobigeon
AE-RED: A Hyperspectral Unmixing Framework Powered by Deep Autoencoder and Regularization by Denoising. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiuheng Wang, Jie Chen, Cédric Richard
Tuning-Free Plug-and-Play Hyperspectral Image Deconvolution With Deep Priors. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Min Zhao, Nicolas Dobigeon, Jie Chen
Guided Deep Generative Model-Based Spatial Regularization for Multiband Imaging Inverse Problems. IEEE Trans. Image Process. 32 (2023)
Zhu Qing, Jingen Ni, Zhe Li, Engin Cemal Mengüç, Jie Chen, Danilo P. Mandic
Performance analysis of the augmented complex-valued least mean kurtosis algorithm. Signal Process. 203 (2023)
Longbin Yan, Min Zhao, Shumin Liu, Shuaikai Shi, Jie Chen
Cascaded transformer U-net for image restoration. Signal Process. 206 (2023)
Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare
An efficient randomized QLP algorithm for approximating the singular value decomposition. Inf. Sci. 648 (2023)
Wei Gao, Di Rao, Yang Yang, Jie Chen
Edge Devices Friendly Self-Supervised Monocular Depth Estimation via Knowledge Distillation. IEEE Robotics Autom. Lett. 8 (12) (2023)
Longbin Yan, Yunxiao Qin, Jie Chen
Scale-Balanced Real-Time Object Detection With Varying Input-Image Resolution. IEEE Trans. Circuits Syst. Video Technol. 33 (1) (2023)
Zeng Li, Jie Chen, Muhammad Mobeen Movania, Susanto Rahardja
GPU Implementation of Graph-Regularized Sparse Unmixing With Superpixel Structures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare, Susanto Rahardja
Randomized Rank-Revealing QLP for Low-Rank Matrix Decomposition. IEEE Access 11 (2023)
Wei Gao, Jie Chen, Cédric Richard, Wentao Shi, Qunfei Zhang
Adaptive Random Fourier Features Kernel LMS. ICSPCC (2023)
Yingjie Song, Shuaikai Shi, Jie Chen
Deep-RX for Hyperspectral Anomaly Detection. IGARSS (2023)
Linruize Tang, Min Zhao, Shuaikai Shi, Jie Chen, Jinwei Li, Qiang Li, Rengang Li
Tobacco Impurities Detection with Deep Image Segmentation Method on Hyperspectral Imaging. ICSPCC (2023)
Jie Chen, Min Zhao, Xiuheng Wang, Cédric Richard, Susanto Rahardja
Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods. IEEE Signal Process. Mag. 40 (2) (2023)
Mengfei Zhang, Junqing Zhang, Jie Chen, Cédric Richard
Distributed Pressure Matching for Personal Sound Zone Control Using Diffusion Adaptation. CAMSAP (2023)
Shumin Liu, Jie Chen, Susanto Rahardja
An Alternative to Bilinear and Nearest-Neighbour Enlarging for Monitor Displays. ICIP (2023)
Zhu Qing, Jingen Ni, Jie Chen, H. C. So
Diffusion least mean kurtosis algorithm and its performance analysis. Inf. Sci. 638 (2023)
Xiao Gong, Wei Chen, Lei Sun, Jie Chen, Bo Ai
An ESPRIT-Based Supervised Channel Estimation Method Using Tensor Train Decomposition for mmWave 3-D MIMO-OFDM Systems. IEEE Trans. Signal Process. 71 (2023)
Mengfei Zhang, Jie Chen, Cédric Richard
Distributed Learning with Convex SUM-of -Non-Convex Objective. CAMSAP (2023)
Yun Wang, Shuaikai Shi, Jie Chen
Efficient Blind Hyperspectral Unmixing with Non-Local Spatial Information Based on Swin Transformer. IGARSS (2023)
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen
Deep Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Haoyuan Cai, Maboud F. Kaloorazi, Jie Chen, Wei Chen, Cédric Richard
Online Dominant Generalized Eigenvectors Extraction via a Randomized Algorithm. IEEE Trans. Veh. Technol. 72 (6) (2023)
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen
Change Point Detection with Neural Online Density-Ratio Estimator. ICASSP (2023)
Min Zhao, Mou Wang, Jie Chen, Susanto Rahardja
Perceptual Loss-Constrained Adversarial Autoencoder Networks for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Min Zhao, Tiande Gao, Jie Chen, Wei Chen
Hyperspectral Unmixing via Nonnegative Matrix Factorization With Handcrafted and Learned Priors. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Wei Gao, Jie Chen, Cédric Richard, Wentao Shi, Qunfei Zhang
Transient Performance Analysis of the $\ell _1$-RLS. IEEE Signal Process. Lett. 29 (2022)
Jiansen Qiao, Wei Chen, Jie Chen, Bo Ai
Blind Modulation Classification Under Uncertain Noise Conditions: A Multitask Learning Approach. IEEE Commun. Lett. 26 (5) (2022)
Yifan Wu, Zhu Qing, Jingen Ni, Jie Chen
Block-sparse sign algorithm and its performance analysis. Digit. Signal Process. 128 (2022)
Min Zhao, Xiuheng Wang, Jie Chen, Wei Chen
A Plug-and-Play Priors Framework for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shuaikai Shi, Lijun Zhang, Yoann Altmann, Jie Chen
Deep Generative Model for Spatial-Spectral Unmixing With Multiple Endmember Priors. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shuaikai Shi, Min Zhao, Lijun Zhang, Yoann Altmann, Jie Chen
Probabilistic Generative Model for Hyperspectral Unmixing Accounting for Endmember Variability. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiuheng Wang, Jie Chen, Qi Wei, Cédric Richard
Hyperspectral Image Super-Resolution via Deep Prior Regularization With Parameter Estimation. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen
Deep Image Fusion Accounting for Inter-Image Variability. IEEECONF (2022)
Min Zhao, Mou Wang, Jie Chen, Susanto Rahardja
Hyperspectral Unmixing for Additive Nonlinear Models With a 3-D-CNN Autoencoder Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiuheng Wang, Jie Chen, Cédric Richard
Hyperspectral Image Super-resolution with Deep Priors and Degradation Model Inversion. CoRR (2022)
Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare, Susanto Rahardja
Randomized Rank-Revealing QLP for Low-Rank Matrix Decomposition. CoRR (2022)
Xiaoli Yang, Min Zhao, Shuaikai Shi, Jie Chen
Deep Constrained Energy Minimization for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Wei Gao, Jie Chen, Cédric Richard, Wentao Shi, Qunfei Zhang
Transient Analysis of Clustered Multitask Diffusion RLS Algorithm. ICASSP (2022)
Zeng Li, Yoann Altmann, Jie Chen, Stephen McLaughlin, Susanto Rahardja
Sparse Linear Spectral Unmixing of Hyperspectral Images Using Expectation-Propagation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Min Zhao, Shuaikai Shi, Jie Chen, Nicolas Dobigeon
A 3-D-CNN Framework for Hyperspectral Unmixing With Spectral Variability. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaoli Yang, Min Zhao, Tiande Gao, Jie Chen, Jie Zhang
Multiscale-Superpixel-Based SparseCEM for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Shumin Liu, Yuge Zhang, Jie Chen, Keng Pang Lim, Susanto Rahardja
A Deep Joint Network for Multispectral Demosaicking Based on Pseudo-Panchromatic Images. IEEE J. Sel. Top. Signal Process. 16 (4) (2022)
Zhu Qing, Jingen Ni, Zhe Li, Jie Chen
An improved mean-square performance analysis of the diffusion least stochastic entropy algorithm. Signal Process. 196 (2022)
Jingen Ni, Ye Gao, Xu Chen, Jie Chen
Bias-Compensated Sign Algorithm for Noisy Inputs and Its Step-Size Optimization. IEEE Trans. Signal Process. 69 (2021)
Xiao Gong, Wei Chen, Xuying Chen, Jie Chen, Bo Ai
A TTSVD-Enhanced Fast and Accurate Channel Estimation Method for Dual-Polarized Massive MIMO Systems. ICSPCC (2021)
Zhu Qing, Jingen Ni, Zhe Li, Jie Chen
Selective partial-update augmented complex-valued LMS algorithm and its performance analysis. Signal Process. 188 (2021)
Haoyuan Cai, Yingke Zhao, Jie Chen, Wei Chen, Maboud F. Kaloorazi
Online Construction of Variable Span Linear Filters Using a Fixed-Point Approach. IEEE Signal Process. Lett. 28 (2021)
Min Zhao, Longbin Yan, Jie Chen
LSTM-DNN Based Autoencoder Network for Nonlinear Hyperspectral Image Unmixing. IEEE J. Sel. Top. Signal Process. 15 (2) (2021)
Yuge Zhang, Danqi Jin, Jie Chen
A model-based variable step-size strategy for proximal multitask diffusion LMS algorithm. Digit. Signal Process. 117 (2021)
Min Zhao, Jie Chen, Susanto Rahardja
Hyperspectral Shadow Removal via Nonlinear Unmixing. IEEE Geosci. Remote. Sens. Lett. 18 (5) (2021)
Yulian Zong, Jingen Ni, Jie Chen
A family of normalized dual sign algorithms. Digit. Signal Process. 110 (2021)
Ningning Zhang, Jingen Ni, Jie Chen, Zhe Li
Steady-State Mean-Square Error Performance Analysis of the Tensor LMS Algorithm. IEEE Trans. Circuits Syst. II Express Briefs 68 (3) (2021)
Haoyuan Cai, Maboud Farzaneh Kaloorazi, Jie Chen
Online Generalized Eigenvectors Extraction Via a Fixed-Point Approach. IEEE Trans. Signal Process. 69 (2021)
Longbin Yan, Min Zhao, Xiuheng Wang, Yuge Zhang, Jie Chen
Object Detection in Hyperspectral Images. IEEE Signal Process. Lett. 28 (2021)
Mengfei Zhang, Danqi Jin, Jie Chen, Jingen Ni
Zeroth-Order Diffusion Adaptive Filter Over Networks. IEEE Trans. Signal Process. 69 (2021)
Maboud F. Kaloorazi, Jie Chen
Projection-Based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices. IEEE Trans. Signal Process. 69 (2021)
Xianghui Wang, Jie Chen, Xiaoyi Chen, Jing Guo, Qian Xiang
Multichannel Iterative Noise Reduction Filters in the Short-Time-Fourier-Transform Domain Based on Kronecker Product Decomposition. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Yiwei Xing, Jingen Ni, Jie Chen
A family of affine projection-type least lncosh algorithms and their step-size optimization. Signal Process. 189 (2021)
Maboud F. Kaloorazi, Jie Chen, Fei Li, Dan Wu
An Efficient Randomized Low-Rank Matrix Factorization with Application to Robust PCA. ICSPCC (2021)
Min Zhao, Longbin Yan, Jie Chen
Hyperspectral image shadow compensation via cycle-consistent adversarial networks. Neurocomputing 450 (2021)
Maboud F. Kaloorazi, Jie Chen
Projection-based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices. CoRR (2021)
Shuaikai Shi, Min Zhao, Lijun Zhang, Jie Chen
Variational Autoencoders for Hyperspectral Unmixing with Endmember Variability. ICASSP (2021)
Maboud F. Kaloorazi, Jie Chen, Rodrigo C. de Lamare
A QLP Decomposition via Randomization. CoRR (2021)
Yuchen Dong, Jie Chen, Wen Zhang
Wave-domain active noise control over distributed networks of multi-channel nodes. Signal Process. 184 (2021)
Wei Gao, Jie Chen, Cédric Richard
Transient Theoretical Analysis of Diffusion RLS Algorithm for Cyclostationary Colored Inputs. IEEE Signal Process. Lett. 28 (2021)
Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed
Affine Combination of Diffusion Strategies over Networks. CoRR (2020)
Longbin Yan, Xiuheng Wang, Min Zhao, Maboud F. Kaloorazi, Jie Chen, Susanto Rahardja
Reconstruction of Hyperspectral Data From RGB Images With Prior Category Information. IEEE Trans. Computational Imaging 6 (2020)
Roula Nassif, Stefan Vlaski, Cédric Richard, Jie Chen, Ali H. Sayed
Multitask learning over graphs. CoRR (2020)
Jingen Ni, Yanan Zhu, Jie Chen
Multitask diffusion affine projection sign algorithm and its sparse variant for distributed estimation. Signal Process. 172 (2020)
Yanna Bai, Wei Chen, Jie Chen, Weisi Guo
Deep learning methods for solving linear inverse problems: Research directions and paradigms. Signal Process. 177 (2020)
Panpan Zhang, Xiuheng Wang, Tiande Gao, Zhenfu Feng, Jie Chen
Extending CCSDS 123.0-B-1 for Lossless 4D Image Compression. VCIP (2020)
Wei Gao, Meiru Song, Jie Chen
Tracking Analysis of Gaussian Kernel Signed Error Algorithm for Time-Variant Nonlinear Systems. IEEE Trans. Circuits Syst. II Express Briefs (10) (2020)
Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed
Convex Combination of Diffusion Strategies Over Networks. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Wei Gao, Jie Chen
Transient Analysis of Signed LMS Algorithms With Cyclostationary Colored Gaussian Inputs. IEEE Trans. Circuits Syst. (12) (2020)
Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen
Online Proximal Learning Over Jointly Sparse Multitask Networks With $\ell _{\infty, 1}$ Regularization. IEEE Trans. Signal Process. 68 (2020)
Min Zhao, Tiande Gao, Jie Chen, Wei Chen
Hyperspectral Unmixing via Nonnegative Matrix Factorization with Handcrafted and Learnt Priors. CoRR (2020)
Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen, Ali H. Sayed
Affine Combination of Diffusion Strategies Over Networks. IEEE Trans. Signal Process. 68 (2020)
Xiuheng Wang, Min Zhao, Jie Chen
Hyperspectral Unmixing Via Plug-And-Play Priors. ICIP (2020)
Wei Gao, Yi Xu, Jie Chen
Stochastic Analysis of Diffusion Dual Sign Algorithm for Cyclostationary White Gaussian Inputs and Nonstationary System. IEEE Trans. Circuits Syst. II Express Briefs (7) (2020)
Danqi Jin, Jie Chen, Cédric Richard, Jingdong Chen
Proximal Multitask Learning Over Distributed Networks with Jointly Sparse Structure. ICASSP (2020)
Yuchen Dong, Jie Chen, Wen Zhang
Distributed Wave-Domain Active Noise Control Based on the Diffusion Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Fei Zhu, Paul Honeine, Jie Chen
Pixel-Wise Linear/Nonlinear Nonnegative Matrix Factorization for Unmixing of Hyperspectral Data. ICASSP (2020)
Maboud Farzaneh Kaloorazi, Jie Chen
Low-Rank Approximation of Matrices Via A Rank-Revealing Factorization with Randomization. ICASSP (2020)
Yuge Zhang, Min Zhao, Longbin Yan, Tiande Gao, Jie Chen
CNN-Based Anomaly Detection For Face Presentation Attack Detection With Multi-Channel Images. VCIP (2020)
Mengfei Zhang, Danqi Jin, Jie Chen
Variance Reduced Diffusion Adaptation For Online Learning Over Networks. ICSPCC (2020)
Longbin Yan, Xiuheng Wang, Min Zhao, Shumin Liu, Jie Chen
A Multi-Model Fusion Framework for NIR-to-RGB Translation. VCIP (2020)
Roula Nassif, Stefan Vlaski, Cédric Richard, Jie Chen, Ali H. Sayed
Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning. IEEE Signal Process. Mag. 37 (3) (2020)
Wenxia Lu, Lijun Zhang, Jie Chen, Jingdong Chen
Generalized combined nonlinear adaptive filters: From the perspective of diffusion adaptation over networks. Signal Process. 172 (2020)
Wei Gao, Meiru Song, Jie Chen, Lingling Zhang
Random Fourier Features Multi-Kernel LMS Algorithm. ICSPCC (2020)
Xiao Gong, Wei Chen, Jie Chen
A Low-Rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising. IEEE Trans. Signal Process. 68 (2020)
Xiao Gong, Wei Chen, Jie Chen, Bo Ai
Tensor Denoising Using Low-Rank Tensor Train Decomposition. IEEE Signal Process. Lett. 27 (2020)
Haoyuan Cai, Maboud F. Kaloorazi, Jie Chen, Wei Chen, Cédric Richard
Online Dominant Generalized Eigenvectors Extraction Via A Randomized Method. EUSIPCO (2020)
Maboud F. Kaloorazi, Jie Chen
Efficient Low-Rank Approximation of Matrices Based on Randomized Pivoted Decomposition. IEEE Trans. Signal Process. 68 (2020)
R. A. Borsoi, Cédric Richard, André Ferrari, Jie Chen, José Carlos M. Bermudez
Online Graph-Based Change Point Detection in Multiband Image Sequences. EUSIPCO (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jie Chen