Jie Chen
Orcid: 0000-0003-2306-8860Affiliations:
- Northwestern Polytechnical University, School of Marine Science and Technology, Xi'an, China
- University of Michigan, Ann Arbor, MI, USA (2013 - 2015)
- University of Nice Sophia Antipolis, France (until 2013)
- University of Technology of Troyes, France (PhD 2013)
According to our database1,
Jie Chen
authored at least 186 papers
between 2008 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on jie-chen.com
On csauthors.net:
Bibliography
2024
Diffusion-Based Distributed Wave-Domain Active Noise Control With Convex Sum of Non-Convex Quadratic Costs.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024
IEEE Trans. Circuits Syst. II Express Briefs, January, 2024
IEEE Trans. Syst. Man Cybern. Syst., 2024
AE-RED: A Hyperspectral Unmixing Framework Powered by Deep Autoencoder and Regularization by Denoising.
IEEE Trans. Geosci. Remote. Sens., 2024
Hyperspecral Unmixing Based on Multilinear Mixing Model Using Convolutional Autoencoders.
IEEE Trans. Geosci. Remote. Sens., 2024
Proportional Perturbation Model for Hyperspectral Unmixing Accounting for Endmember Variability.
IEEE Geosci. Remote. Sens. Lett., 2024
2023
Edge Devices Friendly Self-Supervised Monocular Depth Estimation via Knowledge Distillation.
IEEE Robotics Autom. Lett., December, 2023
An efficient randomized QLP algorithm for approximating the singular value decomposition.
Inf. Sci., November, 2023
Inf. Sci., August, 2023
IEEE Trans. Veh. Technol., June, 2023
Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods.
IEEE Signal Process. Mag., March, 2023
An ESPRIT-Based Supervised Channel Estimation Method Using Tensor Train Decomposition for mmWave 3-D MIMO-OFDM Systems.
IEEE Trans. Signal Process., 2023
Guided Deep Generative Model-Based Spatial Regularization for Multiband Imaging Inverse Problems.
IEEE Trans. Image Process., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Circuits Syst. Video Technol., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Signal Process., 2023
Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model.
CoRR, 2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency.
CoRR, 2023
Efficient Blind Hyperspectral Unmixing with Non-Local Spatial Information Based on Swin Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Tobacco Impurities Detection with Deep Image Segmentation Method on Hyperspectral Imaging.
Proceedings of the IEEE International Conference on Signal Processing, 2023
Proceedings of the IEEE International Conference on Signal Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Distributed Pressure Matching for Personal Sound Zone Control Using Diffusion Adaptation.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
2022
Hyperspectral Unmixing for Additive Nonlinear Models With a 3-D-CNN Autoencoder Network.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Probabilistic Generative Model for Hyperspectral Unmixing Accounting for Endmember Variability.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Sparse Linear Spectral Unmixing of Hyperspectral Images Using Expectation-Propagation.
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral Image Super-Resolution via Deep Prior Regularization With Parameter Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE Signal Process. Lett., 2022
An improved mean-square performance analysis of the diffusion least stochastic entropy algorithm.
Signal Process., 2022
Perceptual Loss-Constrained Adversarial Autoencoder Networks for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022
Hyperspectral Unmixing via Nonnegative Matrix Factorization With Handcrafted and Learned Priors.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
A Deep Joint Network for Multispectral Demosaicking Based on Pseudo-Panchromatic Images.
IEEE J. Sel. Top. Signal Process., 2022
Blind Modulation Classification Under Uncertain Noise Conditions: A Multitask Learning Approach.
IEEE Commun. Lett., 2022
Digit. Signal Process., 2022
CoRR, 2022
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
Transient Analysis of Diffusion Recursive Least Squares via Signed Error Algorithm for Cyclostationary Colored Inputs.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Hyperspectral Image Super-Resolution with Deep Priors and Degradation Model Inversion.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
IEEE Trans. Signal Process., 2021
IEEE Trans. Signal Process., 2021
Projection-Based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices.
IEEE Trans. Signal Process., 2021
IEEE Trans. Signal Process., 2021
IEEE Trans. Circuits Syst. II Express Briefs, 2021
Multichannel Iterative Noise Reduction Filters in the Short-Time-Fourier-Transform Domain Based on Kronecker Product Decomposition.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Transient Theoretical Analysis of Diffusion RLS Algorithm for Cyclostationary Colored Inputs.
IEEE Signal Process. Lett., 2021
IEEE Signal Process. Lett., 2021
A family of affine projection-type least lncosh algorithms and their step-size optimization.
Signal Process., 2021
Selective partial-update augmented complex-valued LMS algorithm and its performance analysis.
Signal Process., 2021
Signal Process., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
IEEE J. Sel. Top. Signal Process., 2021
Neurocomputing, 2021
A model-based variable step-size strategy for proximal multitask diffusion LMS algorithm.
Digit. Signal Process., 2021
A Coarse-to-Fine Object Detection Framework for High-Resolution Images with Sparse Objects.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
An Efficient Randomized Low-Rank Matrix Factorization with Application to Robust PCA.
Proceedings of the IEEE International Conference on Signal Processing, 2021
A TTSVD-Enhanced Fast and Accurate Channel Estimation Method for Dual-Polarized Massive MIMO Systems.
Proceedings of the IEEE International Conference on Signal Processing, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Efficient Low-Rank Approximation of Matrices Based on Randomized Pivoted Decomposition.
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
Online Proximal Learning Over Jointly Sparse Multitask Networks With $\ell _{\infty, 1}$ Regularization.
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Inf. Process. over Networks, 2020
Reconstruction of Hyperspectral Data From RGB Images With Prior Category Information.
IEEE Trans. Computational Imaging, 2020
Stochastic Analysis of Diffusion Dual Sign Algorithm for Cyclostationary White Gaussian Inputs and Nonstationary System.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
Tracking Analysis of Gaussian Kernel Signed Error Algorithm for Time-Variant Nonlinear Systems.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
Transient Analysis of Signed LMS Algorithms With Cyclostationary Colored Gaussian Inputs.
IEEE Trans. Circuits Syst., 2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning.
IEEE Signal Process. Mag., 2020
IEEE Signal Process. Lett., 2020
Multitask diffusion affine projection sign algorithm and its sparse variant for distributed estimation.
Signal Process., 2020
Generalized combined nonlinear adaptive filters: From the perspective of diffusion adaptation over networks.
Signal Process., 2020
Deep learning methods for solving linear inverse problems: Research directions and paradigms.
Signal Process., 2020
A 2020 perspective on "How do goal and product knowledge specificity influence online channel choice? A polynomial regression analysis".
Electron. Commer. Res. Appl., 2020
Hyperspectral Unmixing via Nonnegative Matrix Factorization with Handcrafted and Learnt Priors.
CoRR, 2020
CNN-Based Anomaly Detection For Face Presentation Attack Detection With Multi-Channel Images.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020
Proceedings of the IEEE International Conference on Signal Processing, 2020
Proceedings of the IEEE International Conference on Signal Processing, 2020
Proceedings of the IEEE International Conference on Signal Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Pixel-Wise Linear/Nonlinear Nonnegative Matrix Factorization for Unmixing of Hyperspectral Data.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Low-Rank Approximation of Matrices Via A Rank-Revealing Factorization with Randomization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
A Laboratory-Created Dataset With Ground Truth for Hyperspectral Unmixing Evaluation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE Signal Process. Lett., 2019
IEEE Signal Process. Lett., 2019
IEEE Signal Process. Lett., 2019
SIAM J. Imaging Sci., 2019
Remote. Sens., 2019
Remote. Sens., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
How do goal and product knowledge specificity influence online channel choice? A polynomial regression analysis.
Electron. Commer. Res. Appl., 2019
Transient Performance Analysis of Zero-Attracting Gaussian Kernel LMS Algorithm With Pre-Tuned Dictionary.
IEEE Access, 2019
IEEE Access, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Non-Destructive Prediction of Pork Meat Degradation using a Stacked Autoencoder Classifier on Hyperspectral Images.
Proceedings of the 27th European Signal Processing Conference, 2019
Generalized Combined Nonlinear Adaptive Filters for Nonlinear Acoustic Echo Cancellation.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019
2018
Signal Process., 2018
Signal Process., 2018
Hyperspectral Image Classification VIA a Joint Sparsity and Spatial Correlation Model.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018
Hyperspectral Target Detection Based on a Spatially Regularized Sparse Representation.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
Distributed Optimization of Quadratic Costs with a Group-Sparsity Regularization Via PDMM.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
IEEE J. Sel. Top. Signal Process., 2017
Internal Transfer Learning for Improving Performance in Human Action Recognition for Small Datasets.
IEEE Access, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
IEEE Signal Process. Lett., 2016
Stochastic behavior of the nonnegative least mean fourth algorithm for stationary Gaussian inputs and slow learning.
Signal Process., 2016
Signal Process., 2016
Robust nonlinear unmixing of hyperspectral images with a linear-mixture/nonlinear-fluctuation model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Int. J. Distributed Sens. Networks, 2015
Convergence analysis of the augmented complex klms algorithm with pre-tuned dictionary.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
IEEE Trans. Signal Process., 2014
Nonlinear Estimation of Material Abundances in Hyperspectral Images With ℓ<sub>1</sub>-Norm Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens., 2014
Steady-State Performance of Non-Negative Least-Mean-Square Algorithm and Its Variants.
IEEE Signal Process. Lett., 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Nonlinear unmixing of hyperspectral images using a semiparametric model and spatial regularization.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
System identification under non-negativity constraints - Applications in adaptive filtering and hyperspectral image analysis. (Indentification de système sous la contrainte de non-négativité - Applications dans filtrage adaptatif et analyse dimage hyperspectrale).
PhD thesis, 2013
Nonlinear Unmixing of Hyperspectral Data Based on a Linear-Mixture/Nonlinear-Fluctuation Model.
IEEE Trans. Signal Process., 2013
Online Least Squares One-Class Support Vector Machines-Based Abnormal Visual Event Detection.
Sensors, 2013
Estimating abundance fractions of materials in hyperspectral images by fitting a post-nonlinear mixing model.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Nonlinear unmixing of hyperspectral data with partially linear least-squares support vector regression.
Proceedings of the IEEE International Conference on Acoustics, 2013
Non-stationary analysis of the convergence of the Non-Negative Least-Mean-Square algorithm.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Online system identification under non-negativity and ℓ1-norm constraints algorithm and weight behavior analysis.
Proceedings of the 19th European Signal Processing Conference, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks.
EURASIP J. Wirel. Commun. Netw., 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2008
Error Probability Distribution and Density Functions for Rayleigh and Rician Fading Channels with Diversity.
Int. J. Wirel. Inf. Networks, 2008