Jun Liu

Orcid: 0000-0002-7193-0622

Affiliations:
  • University of Science and Technology of China, Department of Electronic Engineering and Information Science, Hefei, China
  • Xidian University, National Laboratory of Radar Signal Processing, Xi'an, China (2014.09-2018.03)
  • Stevens Insitute of Technology, Department of Electrical and Computer Engineering, Hoboken, NJ, USA (2013.01-2014.09)
  • Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA (2012.07-2012.12)


According to our database1, Jun Liu authored at least 134 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
PYRF-PCR: A Robust Three-Stage 3D Point Cloud Registration for Outdoor Scene.
IEEE Trans. Intell. Veh., January, 2024

Rao test of polarimetric detection for targets with energy spillover in non-Gaussian clutter.
Digit. Signal Process., January, 2024

A Dynamic Model-Based Doppler-Adaptive Correlation Filter for Maritime Radar Target Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024

Bayesian Distributed Target Detection for Mismatched Signals in Sample-Starved Environment.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Hyperspectral Anomaly Detection With Tensor Average Rank and Piecewise Smoothness Constraints.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Vehicle Detection for Autonomous Driving: A Review of Algorithms and Datasets.
IEEE Trans. Intell. Transp. Syst., November, 2023

Hyperspectral subpixel target detection based on interaction subspace model.
Pattern Recognit., July, 2023

Shape Parameter Estimation of K-Distributed Sea Clutter Using Neural Network and Multisample Percentile in Radar Industry.
IEEE Trans. Ind. Informatics, June, 2023

Sparsity-Based Classification Approaches for Radar Data in the Presence of Clutter Edges and Discretes.
IEEE Trans. Aerosp. Electron. Syst., June, 2023

GDSRec: Graph-Based Decentralized Collaborative Filtering for Social Recommendation.
IEEE Trans. Knowl. Data Eng., May, 2023

A GLRT-Based Multi-Pixel Target Detector in Hyperspectral Imagery.
IEEE Trans. Multim., 2023

Adaptive Persymmetric Detection for Radar Targets in Correlated CG-LN Sea Clutter.
IEEE Trans. Geosci. Remote. Sens., 2023

Persymmetric Adaptive Radar Target Detection in CG-LN Sea Clutter Using Complex Parameter Suboptimum Tests.
IEEE Trans. Geosci. Remote. Sens., 2023

An Iterative GLRT for Hyperspectral Target Detection Based on Spectral Similarity and Spatial Connectivity Characteristics.
IEEE Trans. Geosci. Remote. Sens., 2023

EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion.
IEEE Trans. Affect. Comput., 2023

Detector Design and Performance Analysis for Target Detection in Subspace Interference.
IEEE Signal Process. Lett., 2023

Compressive Detection of Stochastic Sparse Signals With Unknown Sparsity Degree.
IEEE Signal Process. Lett., 2023

2022
Complex Parameter Rao, Wald, Gradient, and Durbin Tests for Multichannel Signal Detection.
IEEE Trans. Signal Process., 2022

Polarimetric GLRT for Adaptive Detection in General Array Configuration.
IEEE Trans. Signal Process., 2022

Multipixel Anomaly Detection With Unknown Patterns for Hyperspectral Imagery.
IEEE Trans. Neural Networks Learn. Syst., 2022

Persymmetric Detection of Radar Targets in Nonhomogeneous and Non-Gaussian Sea Clutter.
IEEE Trans. Geosci. Remote. Sens., 2022

Wald- and Rao-Based Detection for Maritime Radar Targets in Sea Clutter With Lognormal Texture.
IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Detection of Radar Targets in Heavy-Tailed Sea Clutter With Lognormal Texture.
IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Subspace Detection Based on Gradient Test for Orthogonal Interference.
IEEE Trans. Aerosp. Electron. Syst., 2022

Rao and Wald Tests for Target Detection in Coherent Interference.
IEEE Trans. Aerosp. Electron. Syst., 2022

Wald Test for Adaptive Array Detection With General Configuration.
IEEE Trans. Aerosp. Electron. Syst., 2022

Adaptive Detection in Partially Homogeneous Environment With Limited Samples Based on Geometric Barycenters.
IEEE Signal Process. Lett., 2022

Multichannel Adaptive Detection Based on Gradient Test and Durbin Test in Deterministic Interference and Structure Nonhomogeneity.
IEEE Signal Process. Lett., 2022

Bayesian Detection of Distributed Targets for FDA-MIMO Radar in Gaussian Interference.
IEEE Signal Process. Lett., 2022

Adaptive multichannel detectors for distributed target based on gradient test.
Signal Process., 2022

Adaptive Detectors for Colocated MIMO Radar With Training Data.
IEEE Geosci. Remote. Sens. Lett., 2022

Bayesian Detection for Radar Targets in Compound-Gaussian Sea Clutter.
IEEE Geosci. Remote. Sens. Lett., 2022

Adaptive Detection in Structure-Nonhomogeneity Environment: Designs and Comparisons.
IEEE Geosci. Remote. Sens. Lett., 2022

Detection architecture with improved classification capabilities for covariance structures.
Digit. Signal Process., 2022

Target detection with persymmetric subspace models for steering vector mismatches in MIMO radars.
Digit. Signal Process., 2022

Multichannel adaptive signal detection: basic theory and literature review.
Sci. China Inf. Sci., 2022

A Two-Branch Network Based on Pixel-Pair and Spatial Patch Model for Hyperspectral Image Classification.
Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022

2021
Constrained Radar Waveform Design for Range Profiling.
IEEE Trans. Signal Process., 2021

Performance Analysis of the Generalized Likelihood Ratio Test in General Phased Array Radar Configuration.
IEEE Trans. Signal Process., 2021

Adaptive strategies for clutter edge detection in radar.
Signal Process., 2021

Robust detection of distributed targets based on Rao test and Wald test.
Signal Process., 2021

Detection of a rank-one signal with limited training data.
Signal Process., 2021

Persymmetric detection of subspace signals based on multiple observations in the presence of subspace interference.
Signal Process., 2021

Graph and Sparsity Regularized Decomposition Model for Hyperspectral Anomaly Detection.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

2020
Radar Adaptive Detection Architectures for Heterogeneous Environments.
IEEE Trans. Signal Process., 2020

Training Data Assisted Anomaly Detection of Multi-Pixel Targets In Hyperspectral Imagery.
IEEE Trans. Signal Process., 2020

Persymmetric Adaptive Detection of Distributed Targets With Unknown Steering Vectors.
IEEE Trans. Signal Process., 2020

Persymmetric Adaptive Array Detection of Spread Spectrum Signals.
IEEE Trans. Inf. Theory, 2020

A Sparse Learning Approach to the Detection of Multiple Noise-Like Jammers.
IEEE Trans. Aerosp. Electron. Syst., 2020

Adaptive Target Detection in Gaussian Clutter Edges.
IEEE Trans. Aerosp. Electron. Syst., 2020

Persymmetric Subspace Detectors With Multiple Observations in Homogeneous Environments.
IEEE Trans. Aerosp. Electron. Syst., 2020

Analytical Performance of Rank-One Signal Detection in Subspace Interference Plus Gaussian Noise.
IEEE Trans. Aerosp. Electron. Syst., 2020

Target Detection in Passive Radar Under Noisy Reference Channel: A New Threshold-Setting Strategy.
IEEE Trans. Aerosp. Electron. Syst., 2020

Novel Parameter Estimation and Radar Detection Approaches for Multiple Point-Like Targets: Designs and Comparisons.
IEEE Signal Process. Lett., 2020

Persymmetric adaptive detection in subspace interference plus gaussian noise.
Signal Process., 2020

Multichannel signal detection in interference and noise when signal mismatch happens.
Signal Process., 2020

Persymmetric adaptive detection with improved robustness to steering vector mismatches.
Signal Process., 2020

Coincidence of the Rao Test, Wald Test and GLRT for anomaly detection in hyperspectral imagery.
Signal Process., 2020

Anomaly Detection with Training Data in Hyperspectral Imagery.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Rao Test With Improved Robustness for Range-Spread Target Detection.
Proceedings of the 28th European Signal Processing Conference, 2020

Persymmetric Detection of Subspace Signals Embedded in Subspace Interference and Gaussian Noise.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
One-Step Persymmetric GLRT for Subspace Signals.
IEEE Trans. Signal Process., 2019

Distributed Target Detection Exploiting Persymmetry in Gaussian Clutter.
IEEE Trans. Signal Process., 2019

Robust Detection in MIMO Radar With Steering Vector Mismatches.
IEEE Trans. Signal Process., 2019

False Alarm Rate of the GLRT for Subspace Signals in Subspace Interference Plus Gaussian Noise.
IEEE Trans. Signal Process., 2019

Mismatched Signal Rejection Performance of the Persymmetric GLRT Detector.
IEEE Trans. Signal Process., 2019

SINR Distribution for the Persymmetric SMI Beamformer With Steering Vector Mismatches.
IEEE Trans. Signal Process., 2019

Multichannel Signal Detection Based on Wald Test in Subspace Interference and Gaussian Noise.
IEEE Trans. Aerosp. Electron. Syst., 2019

Training Data Classification Algorithms for Radar Applications.
IEEE Signal Process. Lett., 2019

Target detection exploiting covariance matrix structures in MIMO radar.
Signal Process., 2019

Persymmetric Rao test for MIMO radar in Gaussian disturbance.
Signal Process., 2019

Model for Non-Gaussian Sea Clutter Amplitudes Using Generalized Inverse Gaussian Texture.
IEEE Geosci. Remote. Sens. Lett., 2019

Performance analysis of reduced-dimension subspace signal filtering and detection in sample-starved environment.
J. Frankl. Inst., 2019

GLRT-based generalized direction detector in partially homogeneous environment.
Sci. China Inf. Sci., 2019

Adaptive Detection of a Rank-One Signal Based on Wald Test.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

Robust GLRT Detection Exploiting Persymmetry in Partially Homogeneous Environments.
Proceedings of the 2019 International Conference on Control, 2019

2018
Persymmetric GLRT Detection in MIMO Radar.
IEEE Trans. Veh. Technol., 2018

Tunable Adaptive Detection in Colocated MIMO Radar.
IEEE Trans. Signal Process., 2018

Persymmetric Adaptive Detection of Subspace Signals: Algorithms and Performance Analysis.
IEEE Trans. Signal Process., 2018

Distributed Target Detection in Partially Homogeneous Environment When Signal Mismatch Occurs.
IEEE Trans. Signal Process., 2018

Bayesian Detection for MIMO Radar in Gaussian Clutter.
IEEE Trans. Signal Process., 2018

Performance Analysis of Adaptive Detectors for Point Targets in Subspace Interference and Gaussian Noise.
IEEE Trans. Aerosp. Electron. Syst., 2018

Radar High-Speed Maneuvering Target Detection Based on Three-Dimensional Scaled Transform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Persymmetric adaptive detection of distributed targets in compound-Gaussian sea clutter with Gamma texture.
Signal Process., 2018

Target detection based on <i>F</i>-test in passive multistatic radar.
Digit. Signal Process., 2018

2017
A Simpler Proof of Rapid Convergence Rate in Adaptive Arrays.
IEEE Trans. Aerosp. Electron. Syst., 2017

Distributed Target Detectors With Capabilities of Mismatched Subspace Signal Rejection.
IEEE Trans. Aerosp. Electron. Syst., 2017

Linear fusion for target detection in passive multistatic radar.
Signal Process., 2017

Adaptive detection using both the test and training data for disturbance correlation estimation.
Signal Process., 2017

A weighted detector for mismatched subspace signals.
Signal Process., 2017

Multichannel radar adaptive signal detection in interference and structure nonhomogeneity.
Sci. China Inf. Sci., 2017

2016
Joint Delay and Doppler Estimation for Passive Sensing With Direct-Path Interference.
IEEE Trans. Signal Process., 2016

Average SINR Calculation of a Persymmetric Sample Matrix Inversion Beamformer.
IEEE Trans. Signal Process., 2016

Modified Rao Test for Multichannel Adaptive Signal Detection.
IEEE Trans. Signal Process., 2016

Design and performance analysis of adaptive subspace detectors in orthogonal interference and gaussian noise.
IEEE Trans. Aerosp. Electron. Syst., 2016

Target detection in distributed MIMO radar with registration errors.
IEEE Trans. Aerosp. Electron. Syst., 2016

Statistical Performance Analysis of the Adaptive Orthogonal Rejection Detector.
IEEE Signal Process. Lett., 2016

Performance prediction of subspace-based adaptive detectors with signal mismatch.
Signal Process., 2016

Performance of the SMI beamformer with signal steering vector errors in heterogeneous environments.
Signal Process., 2016

Robust GLRT approaches to signal detection in the presence of spatial-temporal uncertainty.
Signal Process., 2016

Low complexity robust adaptive beamforming for general-rank signal model with positive semidefinite constraint.
Frontiers Inf. Technol. Electron. Eng., 2016

SINR analysis in persymmetric adaptive processing.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Performance analysis of a persymmetric adaptive matched filter.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

On the performance of a CFAR matched filter in the presence of signal mismatch.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Performance analysis of a modified Rao test for adaptive subspace detection.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Exploiting persymmetry for adaptive detection in distributed MIMO radar.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Quantizer Design for Distributed GLRT Detection of Weak Signal in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2015

Max-Margin Discriminant Projection via Data Augmentation.
IEEE Trans. Knowl. Data Eng., 2015

Maximum Likelihood Synchronization for DVB-T2 in Unknown Fading Channels.
IEEE Trans. Broadcast., 2015

Adaptive detection without training data in colocated MIMO radar.
IEEE Trans. Aerosp. Electron. Syst., 2015

Persymmetric adaptive target detection with distributed MIMO radar.
IEEE Trans. Aerosp. Electron. Syst., 2015

On the performance of a persymmetric adaptive matched filter.
IEEE Trans. Aerosp. Electron. Syst., 2015

Threshold Setting for Adaptive Matched Filter and Adaptive Coherence Estimator.
IEEE Signal Process. Lett., 2015

Detection Probability of a CFAR Matched Filter with Signal Steering Vector Errors.
IEEE Signal Process. Lett., 2015

Rao tests for distributed target detection in interference and noise.
Signal Process., 2015

On the performance of the cross-correlation detector for passive radar applications.
Signal Process., 2015

Signal detection with noisy reference for passive sensing.
Signal Process., 2015

Moving Target Detection in Distributed MIMO Radar on Moving Platforms.
IEEE J. Sel. Top. Signal Process., 2015

Adaptive array detection in noise and completely unknown jamming.
Digit. Signal Process., 2015

GLRT detection with unknown noise power in passive multistatic radar.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Generalized direction detectors in sample-starved environments.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Multilevel quantizer design for decentralized detection in wireless sensor networks.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

CFAR target detection for passive multistatic radar with compensation errors.
Proceedings of the 10th International Conference on Information, 2015

2014
Adaptive Double Subspace Signal Detection in Gaussian Background - Part II: Partially Homogeneous Environments.
IEEE Trans. Signal Process., 2014

Adaptive Double Subspace Signal Detection in Gaussian Background - Part I: Homogeneous Environments.
IEEE Trans. Signal Process., 2014

Two Target Detection Algorithms for Passive Multistatic Radar.
IEEE Trans. Signal Process., 2014

Joint Optimization of Transmit and Receive Beamforming in Active Arrays.
IEEE Signal Process. Lett., 2014

Distributed target detection in subspace interference plus Gaussian noise.
Signal Process., 2014

2013
A closed-form expression for false alarm rate of adaptive MIMO-GLRT detector with distributed MIMO radar.
Signal Process., 2013

2012
Exact Performance Analysis of an Adaptive Subspace Detector.
IEEE Trans. Signal Process., 2012

Comments on "Probabilities of false alarm and detection for the NAMF operating in Gaussian clutter".
IEEE Signal Process. Lett., 2012

Performance Enhancement of Subspace Detection With a Diversely Polarized Antenna.
IEEE Signal Process. Lett., 2012

Optimal waveform design for generalized likelihood ratio and adaptive matched filter detectors using a diversely polarized antenna.
Signal Process., 2012

2011
A CFAR Adaptive Subspace Detector for First-Order or Second-Order Gaussian Signals Based on a Single Observation.
IEEE Trans. Signal Process., 2011


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