Xiaolin Huang

According to our database1, Xiaolin Huang authored at least 80 papers between 2008 and 2019.

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

Timeline

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Links

On csauthors.net:

Bibliography

2019
Indefinite Kernel Logistic Regression With Concave-Inexact-Convex Procedure.
IEEE Trans. Neural Netw. Learning Syst., 2019

Robust mixed one-bit compressive sensing.
Signal Processing, 2019

Guest Editorial introduction to the Focused section on wearable sensors, actuators, and robots for rehabilitation.
IJIRA, 2019

A liver fibrosis staging method using cross-contrast network.
Expert Syst. Appl., 2019

2018
Classification With Truncated $\ell _{1}$ Distance Kernel.
IEEE Trans. Neural Netw. Learning Syst., 2018

Modified Sparse Linear-Discriminant Analysis via Nonconvex Penalties.
IEEE Trans. Neural Netw. Learning Syst., 2018

Robust Visual Tracking Revisited: From Correlation Filter to Template Matching.
IEEE Trans. Image Processing, 2018

Adaptive Patient-Cooperative Control of a Compliant Ankle Rehabilitation Robot (CARR) With Enhanced Training Safety.
IEEE Trans. Industrial Electronics, 2018

Fast Signal Recovery From Saturated Measurements by Linear Loss and Nonconvex Penalties.
IEEE Signal Process. Lett., 2018

Multi-task classification with sequential instances and tasks.
Sig. Proc.: Image Comm., 2018

Nonconvex penalties with analytical solutions for one-bit compressive sensing.
Signal Processing, 2018

Postural synergy based design of exoskeleton robot replicating human arm reaching movements.
Robotics and Autonomous Systems, 2018

Indefinite kernel spectral learning.
Pattern Recognition, 2018

A Preliminary Study on Robot-Assisted Ankle Rehabilitation for the Treatment of Drop Foot.
Journal of Intelligent and Robotic Systems, 2018

Multi-modal self-paced learning for image classification.
Neurocomputing, 2018

Pinball loss minimization for one-bit compressive sensing: Convex models and algorithms.
Neurocomputing, 2018

Common Interferences Removal from Dense Multichannel EEG Using Independent Component Decomposition.
Comp. Math. Methods in Medicine, 2018

Deep Supervised Auto-encoder Hashing for Image Retrieval.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Violence Detection Based on Spatio-Temporal Feature and Fisher Vector.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

New Motion Estimation with Angular-Distance Median Filter for Frame Interpolation.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Small Lesion Classification in Dynamic Contrast Enhancement MRI for Breast Cancer Early Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Discrete Locally-Linear Preserving Hashing.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Privileged Semi-Supervised Learning.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Review on One-Bit Compressive Sensing and its Biomedical Applications.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Non-destructive Digitization of Soiled Historical Chinese Bamboo Scrolls.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Nonlinear Pairwise Layer and Its Training for Kernel Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Solution Path for Pin-SVM Classifiers With Positive and Negative τ Values.
IEEE Trans. Neural Netw. Learning Syst., 2017

Dynamic 2-D/3-D Rigid Registration Framework Using Point-To-Plane Correspondence Model.
IEEE Trans. Med. Imaging, 2017

Hybrid CS-DMRI: Periodic Time-Variant Subsampling and Omnidirectional Total Variation Based Reconstruction.
IEEE Trans. Med. Imaging, 2017

Efficient and Robust Corner Detectors Based on Second-Order Difference of Contour.
IEEE Signal Process. Lett., 2017

Adaptive block coordinate DIRECT algorithm.
J. Global Optimization, 2017

Robust kernel canonical correlation analysis with applications to information retrieval.
Eng. Appl. of AI, 2017

Data-driven robust optimization based on kernel learning.
Computers & Chemical Engineering, 2017

Sheet metal forming limits as classification problem.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Indefinite Kernel Logistic Regression.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

A New Bayesian Method for Jointly Sparse Signal Recovery.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Robust Kernel Approximation for Classification.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Self-paced least square semi-coupled dictionary learning for person re-identification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Robust Multiframe Super-Resolution Employing Iteratively Re-Weighted Minimization.
IEEE Trans. Computational Imaging, 2016

Multiple Gaussian graphical estimation with jointly sparse penalty.
Signal Processing, 2016

Rank-1 Tensor Properties with Applications to a Class of Tensor Optimization Problems.
SIAM Journal on Optimization, 2016

Coordinate Descent Algorithm for Ramp Loss Linear Programming Support Vector Machines.
Neural Processing Letters, 2016

Robust Support Vector Machines for Classification with Nonconvex and Smooth Losses.
Neural Computation, 2016

A new weighted anisotropic total variation algorithm for limited angle tomography.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Example-based visual object counting with a sparsity constraint.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Cost-sensitive sparse linear regression for crowd counting with imbalanced training data.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Attention state assessment by analyzing electroencephalograph signals.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

Image Quality Analysis of Limited Angle Tomography Using the Shift-Variant Data Loss Model.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

2015
Signal recovery for jointly sparse vectors with different sensing matrices.
Signal Processing, 2015

Two-level ℓ1 minimization for compressed sensing.
Signal Processing, 2015

Learning with the maximum correntropy criterion induced losses for regression.
J. Mach. Learn. Res., 2015

Sequential minimal optimization for SVM with pinball loss.
Neurocomputing, 2015

Binary Reweighted l1-Norm Minimization for One-Bit Compressed Sensing.
Proceedings of the BIOSIGNALS 2015, 2015

2014
Support Vector Machine Classifier With Pinball Loss.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Ramp loss linear programming support vector machine.
J. Mach. Learn. Res., 2014

Non-parallel support vector classifiers with different loss functions.
Neurocomputing, 2014

Asymmetric least squares support vector machine classifiers.
Computational Statistics & Data Analysis, 2014

Asymmetric v-tube support vector regression.
Computational Statistics & Data Analysis, 2014

Quantile regression with ℓ 1 - regularization and Gaussian kernels.
Adv. Comput. Math., 2014

Multi-scale recurrence quantification analysis of heartbeat interval series in healthy vs. Heart failure subjects.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Hinging Hyperplanes for Time-Series Segmentation.
IEEE Trans. Neural Netw. Learning Syst., 2013

Hierarchical Minutiae Matching for Fingerprint and Palmprint Identification.
IEEE Trans. Image Processing, 2013

Support vector machines with piecewise linear feature mapping.
Neurocomputing, 2013

Fixed-size Pegasos for hinge and pinball loss SVM.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Exact Penalty and Optimality Condition for Nonseparable Continuous Piecewise Linear Programming.
J. Optimization Theory and Applications, 2012

Nonlinear system identification with continuous piecewise linear neural network.
Neurocomputing, 2012

The hill detouring method for minimizing hinging hyperplanes functions.
Computers & OR, 2012

2011
Static and dynamic characteristics of rehabilitation joint powered by pneumatic muscles.
Industrial Robot, 2011

A 10-Degree of Freedom Exoskeleton Rehabilitation Robot with Ergonomic Shoulder Actuation Mechanism.
I. J. Humanoid Robotics, 2011

Humanoid Motion Planning in the Goal Reaching Movement of Anthropomorphic Upper Limb.
Proceedings of the Intelligent Robotics and Applications - 4th International Conference, 2011

2010
A neural network of smooth hinge functions.
IEEE Trans. Neural Networks, 2010

Operation optimization for centrifugal chiller plants using continuous piecewise linear programming.
Proceedings of the IEEE International Conference on Systems, 2010

2009
Control methods for exoskeleton rehabilitation robot driven with pneumatic muscles.
Industrial Robot, 2009

Adaptive hinging hyperplanes and its applications in dynamic system identification.
Automatica, 2009

Manipulator Workspace Boundary Extraction and Its Application in Workspace Analysis of the Human's Upper Extremity.
Advanced Robotics, 2009

On the Design of Exoskeleton Rehabilitation Robot with Ergonomic Shoulder Actuation Mechanism.
Proceedings of the Intelligent Robotics and Applications, Second International Conference, 2009

Nonlinear model predictive control using adaptive hinging hyperplanes model.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Configuration of Continuous Piecewise-Linear Neural Networks.
IEEE Trans. Neural Networks, 2008

A Second-Order Mapping PCA Based Intrinsic Dimension Estimate for Nonlinear Time Series.
Proceedings of the Fourth International Conference on Natural Computation, 2008


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