Hongying Liu

According to our database1, Hongying Liu authored at least 84 papers between 2010 and 2020.

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Bibliography

2020
VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning.
IEEE Trans. Knowl. Data Eng., 2020

Hybrid Network with Attention Mechanism for Detection and Location of Myocardial Infarction Based on 12-Lead Electrocardiogram Signals.
Sensors, 2020

Semi-Supervised Deep Metric Learning Networks for Classification of Polarimetric SAR Data.
Remote. Sens., 2020

Video Super Resolution Based on Deep Learning: A comprehensive survey.
CoRR, 2020

Recognizing lung cancer using a homemade e-nose: A comprehensive study.
Comp. in Bio. and Med., 2020

2019
A Novel Framework with High Diagnostic Sensitivity for Lung Cancer Detection by Electronic Nose.
Sensors, 2019

Fast Semisupervised Classification Using Histogram-Based Density Estimation for Large-Scale Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2019

Efficient Relaxed Gradient Support Pursuit for Sparsity Constrained Non-convex Optimization.
CoRR, 2019

A unified approach for projections onto the intersection of 𝓁<sub>1</sub> and 𝓁<sub>2</sub> balls or spheres.
CoRR, 2019

CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation.
CoRR, 2019

CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

signADAM++: Learning Confidences for Deep Neural Networks.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Efficient Parallel Stochastic Variance Reduction Algorithms for Large-Scale SVD.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

A Novel Deep Framework for Change Detection of Multi-source Heterogeneous Images.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

A Stochastic Variance Reduced Extragradient Method for Sparse Machine Learning Problems.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Loopless Semi-Stochastic Gradient Descent with Less Hard Thresholding for Sparse Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Semi-Supervised Tensorial Locally Linear Embedding for Feature Extraction Using PolSAR Data.
IEEE J. Sel. Top. Signal Process., 2018

Terrain classification based on spatial multi-attribute graph using Polarimetric SAR data.
Appl. Soft Comput., 2018

Detection of Mycobacterium Tuberculosis in Ziehl-Neelsen Sputum Smear Images.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

2017
Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Polarimetric SAR Feature Extraction With Neighborhood Preservation-Based Deep Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Semisupervised PolSAR Image Classification Based on Improved Cotraining.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Design perfect reconstruction cosine-modulated filter banks via quadratically constrained quadratic programming and least squares optimization.
Signal Process., 2017

Unsupervised saliency-guided SAR image change detection.
Pattern Recognit., 2017

Fast Classification for Large Polarimetric SAR Data Based on Refined Spatial-Anchor Graph.
IEEE Geosci. Remote. Sens. Lett., 2017

Hierarchical Sparse Bayesian Learning with Beta Process Priors for Hyperspectral Imagery Restoration.
IEICE Trans. Inf. Syst., 2017

Facial age estimation through self-paced learning.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Age Estimation via Pose-Invariant 3D Face Alignment Feature in 3 Streams of CNN.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Hyperspectral image classification based on stacked marginal discriminative autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

An orthonormalized basis function algorithm based on wavelet analysis for Magnetic Anomaly Detection.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Medical image mosaic based on low-overlapping regions.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Semi-Supervised Classification Based on SAGA for PolSAR Images.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2017

2016
Achieving Optimal Traffic Engineering Using a Generalized Routing Framework.
IEEE Trans. Parallel Distrib. Syst., 2016

Multiple Kernel Learning Based on Discriminative Kernel Clustering for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2016

Class-Level Joint Sparse Representation for Multifeature-Based Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Semisupervised Feature Extraction With Neighborhood Constraints for Polarimetric SAR Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Large Polarimetric SAR Data Semi-Supervised Classification With Spatial-Anchor Graph.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Classification and saliency detection by semi-supervised low-rank representation.
Pattern Recognit., 2016

Hierarchical semantic model and scattering mechanism based PolSAR image classification.
Pattern Recognit., 2016

Unsupervised High-Level Feature Extraction of SAR Imagery With Structured Sparsity Priors and Incremental Dictionary Learning.
IEEE Geosci. Remote. Sens. Lett., 2016

Weighted multifeature hyperspectral image classification via kernel joint sparse representation.
Neurocomputing, 2016

SAR image target recognition via Complementary Spatial Pyramid Coding.
Neurocomputing, 2016

New classifier based on compressed dictionary and LS-SVM.
Neurocomputing, 2016

Fast semi-supervised classification based on parallel auction graph for polarimetric SAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Terrain classification with Polarimetric SAR based on Deep Sparse Filtering Network.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Optimization of Complex Structure Based on Human-Computer Interaction Method.
Proceedings of the Human-Computer Interaction. Theory, Design, Development and Practice, 2016

Blood cell segmentation based on the hybrid algorithm of spectral angle mapping and spectral information divergence.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

An automatic red blood cell counting method based on spectral images.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

A multi-dimensional microscopic imaging system and reconstruction methods.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

An improved SAM algorithm for red blood cells and white blood cells segmentation.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

Image Compression Based on Genetic Algorithm and Deep Neural Network.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

2015
A Resample-Based SVA Algorithm for Sidelobe Reduction of SAR/ISAR Imagery With Noninteger Nyquist Sampling Rate.
IEEE Trans. Geosci. Remote. Sens., 2015

Hyperspectral Image Classification by Spatial-Spectral Derivative-Aided Kernel Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Fast Multifeature Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015

A Three-Component Fisher-Based Feature Weighting Method for Supervised PolSAR Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015

A Family of Stable Multipath Dual Congestion Control Algorithms.
J. Comput. Sci. Technol., 2015

Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification.
CoRR, 2015

A bottleneck-free model for P4P.
Sci. China Inf. Sci., 2015

Semi-supervised classification based on anchor-spatial graph for large polarimetric SAR data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

AOTF based molecular hyperspectral imaging system and its image pre-processing method.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015

2014
Semi-supervised classification via kernel low-rank representation graph.
Knowl. Based Syst., 2014

Improve the performance of co-training by committee with refinement of class probability estimations.
Neurocomputing, 2014

Leukocyte cells identification and quantitative morphometry based on molecular hyperspectral imaging technology.
Comput. Medical Imaging Graph., 2014

A Molecular Hyperspectral Imaging System Based on Acousto-optic Tunable Filter for Quantitative Observation of Nerve Fiber.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2014

Unsupervised classification of polarimetric SAR images integrating color features.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A preprocessing algorithm for hyperspectral images of vessels.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Correlated Noise Reduction for Electromagnetic Analysis.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013

Max-Min Rate Control on Traffic in Broadband Multibeam Satellite Communications Systems.
IEEE Communications Letters, 2013

Utility function of TCP Reno under precise end-to-end drop probability.
Sci. China Inf. Sci., 2013

An Improved Cooperative Model of P2P and ISP.
Proceedings of the Frontiers in Internet Technologies, 2013

2012
Design perfect reconstruction cosine-modulated filter bank by variable neighbourhood search-least-mean-square error.
IET Signal Process., 2012

Routing On Demand: Toward the Energy-Aware Traffic Engineering with OSPF.
Proceedings of the NETWORKING 2012, 2012

Image segmentation based on non-subsampled contourlet and normalized cut.
Proceedings of the Fourth International Conference on Digital Image Processing, 2012

Microsopic hyperspectral imaging system used in rat skin analysis.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
LBMP: A Logarithm-Barrier-Based Multipath Protocol for Internet Traffic Management.
IEEE Trans. Parallel Distrib. Syst., 2011

The Switching Glitch Power Leakage Model.
J. Softw., 2011

Two-point step-size iterative soft-thresholding method for sparse reconstruction.
Int. J. Comput. Math., 2011

A Large Family of Multi-path Dual Congestion Control Algorithms
CoRR, 2011

Sublingual vein extraction algorithm based on hyperspectral tongue imaging technology.
Comput. Medical Imaging Graph., 2011

Analyzing credit evolution for credit-based incentive schemes in wireless mesh networks.
Proceedings of the 8th Annual IEEE Communications Society Conference on Sensor, 2011

One More Weight is Enough: Toward the Optimal Traffic Engineering with OSPF.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Electromagnetic Analysis Enhancement with Signal Processing Techniques (Poster).
Proceedings of the Information Security and Privacy - 16th Australasian Conference, 2011

2010
Correlation Power Analysis Based on Switching Glitch Model.
Proceedings of the Information Security Applications - 11th International Workshop, 2010


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