Optimal and self-tuning white noise estimators with applications to deconvolution and filtering problems

Zili Deng, Huanshui Zhang, Shujun Liu, +1

Automatica

Adaptive FilterStatistical Signal ProcessingEngineeringFiltering TechniqueNoise +5

Deep Learning With Grouped Features for Spatial Spectral Classification of Hyperspectral Images

Xichuan Zhou, Shengli Li, Fang Tang, +3

IEEE Geoscience and Remote Sensing Letters

Convolutional Neural NetworkEngineeringMachine LearningFeature ExtractionSpatial Spectral Classification +14

Sparse coding of 2D-slice Zernike moments for SAR ATR

Xinzheng Zhang, Zhouyong Liu, Shujun Liu, +3

International Journal of Remote Sensing

EngineeringFeature VectorImage AnalysisPattern RecognitionImaging Radar +15

MRI reconstruction via enhanced group sparsity and nonconvex regularization

Shujun Liu, Jianxin Cao, Hongqing Liu, +3

Neurocomputing

Image ReconstructionEngineeringReconstruction TechniqueMedical ImagingBiomedical Imaging +8

Fusion of Multifeature Low-Rank Representation for Synthetic Aperture Radar Target Configuration Recognition

Xinzheng Zhang, Yijian Wang, Dong Li, +2

IEEE Geoscience and Remote Sensing Letters

EngineeringMachine LearningVote FusionMulti-image FusionSar Training Set +16

Group sparsity with orthogonal dictionary and nonconvex regularization for exact MRI reconstruction

Shujun Liu, Jianxin Cao, Hongqing Liu, +2

Information Sciences

Exact Mri ReconstructionImage ReconstructionSparse RepresentationEngineeringReconstruction Technique +11

SAR despeckling via classification-based nonlocal and local sparse representation

Shujun Liu, Guoqing Wu, Xinzheng Zhang, +3

Neurocomputing

RadarLocal Sparse RepresentationEngineeringData ScienceSynthetic Aperture Radar +6

CS-MRI reconstruction based on analysis dictionary learning and manifold structure regularization

Jianxin Cao, Shujun Liu, Hongqing Liu, +1

Neural Networks

Image ReconstructionSparse RepresentationImage AnalysisEngineeringMedical Imaging +13

Green Synthesis of 6‐Aryl‐5,6‐dihydrobenzo[4,5]imidazo[1,2‐<i>c</i>]quinazoline Derivatives in Ionic Liquid under Catalyst‐free Conditions

Dong‐Sheng Chen, Shujun Liu, Wen‐Qiang Lu, +1

Journal of Heterocyclic Chemistry

High YieldsIonic LiquidChemical EngineeringDerivativesEngineering +12

Joint spectral-spatial hyperspectral image classification based on hierarchical subspace switch ensemble learning algorithm

Yongming Li, Tingjie Xie, Pin Wang, +4

Applied Intelligence

Image AnalysisMachine LearningData ScienceEngineeringPattern Recognition +7