Weifeng Liu

发表

Hypergraph p-Laplacian Regularization for Remote Sensing Image Recognition pdf

Xueqi Ma, Weifeng Liu, Shuying Li, 2018, ArXiv.

Facial expression recognition based on discriminative dictionary learning

Weifeng Liu, Caifeng Song, Yanjiang Wang, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

A general framework for co-training and its applications

Yang Li, Weifeng Liu, Yanjiang Wang, 2015, Neurocomputing.

Discriminant Multi-component Face Analysis

Weifeng Liu, Yanjiang Wang, Hongli Liu, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

A high compression algorithm for stereo video stream of star field

Weifeng Liu, Zengfu Wang, 2005, International Conference on Space Information Technology.

Self-Explanatory Convex Sparse Representation for Image Classification

Weifeng Liu, Yanjiang Wang, Bin Shen, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

The Studies of Grinding Granularity Prediction Model Based on RBF Neural Network

Yuan Zhang, Weifeng Liu, Hongwei Zhao, 2011 .

A unifying criterion for instantaneous blind source separation based on correntropy

Weifeng Liu, José Carlos Príncipe, Ruijiang Li, 2007, Signal Process..

Bio-inspired invariant visual feature representation based on K-SVD and SURF algorithms

Weifeng Liu, Yanjiang Wang, Liying Jiang, 2013, ICIMCS '13.

$p$ -Laplacian Regularization for Scene Recognition

Xueqi Ma, Weifeng Liu, Yicong Zhou, 2019, IEEE Transactions on Cybernetics.

Multiview Cauchy Estimator Feature Embedding for Depth and Inertial Sensor-Based Human Action Recognition

Weifeng Liu, Dapeng Tao, Jun Cheng, 2016, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Multiview Hessian regularized logistic regression for action recognition

Ke Lu, Weifeng Liu, Yanjiang Wang, 2015, Signal Process..

Topology-Aware Strategy for MPI-IO Operations in Clusters

Weifeng Liu, Jie Zhou, Meng Guo, 2018, Journal of Optimization.

A New Information Theoretic Measure of PDF Symmetry

Weifeng Liu, José Carlos Príncipe, Puskal P. Pokharel, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Co-spectral clustering based density peak

Yang Li, Weifeng Liu, Yanjiang Wang, 2015, 2015 IEEE 16th International Conference on Communication Technology (ICCT).

Influence of complementing power load uncertainty on the long-term benefits of hydropower operations

Weifeng Liu, Bin Xu, Ping-an Zhong, 2019 .

RFID low-power baseband processor according with the link timing: RFID low-power baseband processor according with the link timing

Lei Xiao, Weifeng Liu, Zhao Jin, 2011 .

Hessian regularization by patch alignment framework

Weifeng Liu, Dapeng Tao, Hongli Liu, 2016, Neurocomputing.

Multi-view Face Analysis Based on Gabor Features pdf

Weifeng Liu, Yanjiang Wang, Hongli Liu, 2014, ArXiv.

clMF: A fine-grained and portable alternating least squares algorithm for parallel matrix factorization

Jing Chen, Canqun Yang, Weifeng Liu, 2020, Future Gener. Comput. Syst..

Dynamic and Intelligent Modeling Methods for Joint Operation of a Flood Control System

Weifeng Liu, Juan Chen, Bin Xu, 2019 .

Sparse eigenfaces analysis for recognition

Weifeng Liu, Yanjiang Wang, Liping Dong, 2014, 2014 12th International Conference on Signal Processing (ICSP).

The eighth annual MLSP competition: Overview

Vince D. Calhoun, Weifeng Liu, Kenneth E. Hild, 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing.

Correntropy: A Localized Similarity Measure

Weifeng Liu, José Carlos Príncipe, Puskal P. Pokharel, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Human activity recognition by manifold regularization based dynamic graph convolutional networks

Weifeng Liu, Yicong Zhou, Zheng-Jun Zha, 2020, Neurocomputing.

Kernel Affine Projection Algorithms

Weifeng Liu, José Carlos Príncipe, J. Príncipe, 2008, EURASIP J. Adv. Signal Process..

Ensemble p-Laplacian Regularization for Remote Sensing Image Recognition pdf

Xueqi Ma, Weifeng Liu, Yicong Zhou, 2018, ArXiv.

Efficient Discriminative K-SVD for Facial Expression Recognition

Weifeng Liu, Caifeng Song, Yanjiang Wang, 2013 .

Hypergraph $p$ -Laplacian Regularization for Remotely Sensed Image Recognition

Xueqi Ma, Weifeng Liu, Shuying Li, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Two-order graph convolutional networks for semi-supervised classification

Weifeng Liu, Shuying Li, Yicong Zhou, 2019, IET Image Process..

Effective human action recognition by combining manifold regularization and pairwise constraints

Xueqi Ma, Weifeng Liu, Dapeng Tao, 2017, Multimedia Tools and Applications.

LMAE: A large margin Auto-Encoders for classification

Weifeng Liu, Dapeng Tao, Jun Cheng, 2017, Signal Process..

Principal Component Analysis on Graph-Hessian

Weifeng Liu, Yicong Zhou, Liqiang Nie, 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI).

Diversified shared latent structure based localization for blind persons

Weifeng Liu, Yujin Wang, Dapeng Tao, 2017, 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC).

Standards and Specifications

Michael Pecht, Weifeng Liu, M. Pecht, 2005 .

An Information Theoretic Approach of Designing Sparse Kernel Adaptive Filters

Weifeng Liu, José Carlos Príncipe, Il Memming Park, 2009, IEEE Transactions on Neural Networks.

Facial expression analysis using a sparse representation based space model

Weifeng Liu, Caifeng Song, Yanjiang Wang, 2012, 2012 IEEE 11th International Conference on Signal Processing.

Multiple Scale Canonical Correlation Analysis Networks for Two-View Object Recognition

Weifeng Liu, Xinghao Yang, 2017, ICONIP.

Road Detection by Using a Generalized Hough Transform

Weifeng Liu, Dapeng Tao, Shuying Li, 2017, Remote. Sens..

Special Section Guest Editorial: Representation Learning and Big Data Analytics for Remote Sensing

Weifeng Liu, Yicong Zhou, Karen Panetta, 2020 .

Class specific subspace learning for collaborative representation

Weifeng Liu, Yanjiang Wang, Bin Shen, 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

The comparison of different graph convolutional neural networks for image recognition

Weifeng Liu, Xinghao Yang, Sichao Fu, 2018, ICIMCS '18.

Reinforcement online learning for emotion prediction by using physiological signals

Weifeng Liu, Dapeng Tao, Jun Cheng, 2017, Pattern Recognit. Lett..

Cauchy Estimator Discriminant Learning for RGB-D Sensor-based Scene Classification

Weifeng Liu, Ying Yu, Dapeng Tao, 2017, Multimedia Tools and Applications.

Appendix A: Mathematical Background

Weifeng Liu, Simon Haykin, Jose C. Principe, 2010 .

Cellular Differentiation Algorithm for High Dimensional Numerical Function Optimization

Weifeng Liu, Yanjiang Wang, Chengna Yuan, 2012, 2012 11th International Conference on Machine Learning and Applications.

Color Transfer Pulse-Coupled Neural Networks for Underwater Robotic Visual Systems

Weifeng Liu, Dapeng Tao, Jun Cheng, 2018, IEEE Access.

Unsupervised Behavior-Specific Dictionary Learning for Abnormal Event Detection

Sergio Escalera, Weifeng Liu, Huamin Ren, 2015, BMVC.

Performance evaluation and analysis of sparse matrix and graph kernels on heterogeneous processors

Xiaoyong Du, Weifeng Liu, Feng Zhang, 2019, CCF Transactions on High Performance Computing.

Big data meets multimedia analytics

Xiangjian He, Yonggang Wen, Massimo Piccardi, 2016, Signal Processing.

Hessian-Regularized Multitask Dictionary Learning for Remote Sensing Image Recognition

Weifeng Liu, Shuying Li, Yicong Zhou, 2019, IEEE Geoscience and Remote Sensing Letters.

Sparse principle motion component for one-shot gesture recognition

Weifeng Liu, Zheng-Jun Zha, Hongli Liu, 2015, ICIMCS '15.

Kernel least mean square algorithm with constrained growth

Weifeng Liu, José Carlos Príncipe, Puskal P. Pokharel, 2009, Signal Process..

Canonical correlation analysis networks for two-view image recognition

Weifeng Liu, Dapeng Tao, Jun Cheng, 2017, Inf. Sci..

Laplacian-Hessian regularization for semi-supervised classification

Weifeng Liu, Yanjiang Wang, Dapeng Tao, 2014, Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC).

Laplacian regularized co-training

Yang Li, Weifeng Liu, Yanjiang Wang, 2014, 2014 12th International Conference on Signal Processing (ICSP).

HSAE: A Hessian regularized sparse auto-encoders

Jane You, Weifeng Liu, Dapeng Tao, 2016, Neurocomputing.

$p$-Laplacian Regularized Sparse Coding for Human Activity Recognition

Ke Lu, Weifeng Liu, Zheng-Jun Zha, 2016, IEEE Transactions on Industrial Electronics.

Subject-Independent Facial Expression Recognition with Biologically Inspired Features

Weifeng Liu, Caifeng Song, Yanjiang Wang, 2012, 2012 11th International Conference on Machine Learning and Applications.

Class specific or shared? A cascaded dictionary learning framework for image classification

Weifeng Liu, Rui Xu, Bao-Di Liu, 2020, Signal Process..

Biological modeling of human visual system for object recognition using GLoP filters and sparse coding on multi-manifolds

Weifeng Liu, Yanjiang Wang, Bao-Di Liu, 2018, Machine Vision and Applications.

Dictionary learning based image enhancement for rarity detection

Weifeng Liu, Yanjiang Wang, Xiaomeng Wang, 2013, 2014 12th International Conference on Signal Processing (ICSP).

Sparse canonical correlation analysis for recognition

Weifeng Liu, Zheng-Jun Zha, Huimin Zhang, 2015, ICIMCS '15.

Nonlinear Adaptive Filtering in Kernel Spaces

Weifeng Liu, Lin Li, Badong Chen, 2014 .

Understanding the Relationship Between Human Brain Structure and Function by Predicting the Structural Connectivity From Functional Connectivity

Xue Chen, Weifeng Liu, Baodi Liu, 2020, IEEE Access.

Hessian Regularized Distance Metric Learning for People Re-Identification

Weifeng Liu, Yicong Zhou, Dapeng Tao, 2019, Neural Processing Letters.

Correntropy: Properties and Applications in Non-Gaussian Signal Processing

Weifeng Liu, José Carlos Príncipe, Puskal P. Pokharel, 2007, IEEE Transactions on Signal Processing.

Some Problems Analysis of Observability and Observable Degree for Complex Stochastic Systems

Weifeng Liu, Quanbo Ge, Meiguang He, 2018, 2018 3rd International Conference on Advanced Robotics and Mechatronics (ICARM).

Moving object detection based on HFT and dynamic fusion

Hui Li, Weifeng Liu, Yanjiang Wang, 2014, 2014 12th International Conference on Signal Processing (ICSP).

Improving the energy efficiency of data-intensive applications running on clusters

Weifeng Liu, Meng Guo, Hongjun Dai, 2020, Int. J. Parallel Emergent Distributed Syst..

Local Structure Preserving Using Manifold Regularization and Pairwise Constraints for Action Recognition

Xueqi Ma, Weifeng Liu, Zhengyang Cao, 2016, 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW).

Kernel Adaptive Filtering: A Comprehensive Introduction

Weifeng Liu, Simon Haykin, Jose C. Principe, 2010 .

Multiview Canonical Correlation Analysis Networks for Remote Sensing Image Recognition

Weifeng Liu, Shuying Li, Dapeng Tao, 2017, IEEE Geoscience and Remote Sensing Letters.

An effective eye states detection method based on projection

Weifeng Liu, Yanjiang Wang, Lu Jia, 2010, IEEE 10th INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS.

Fixed-budget kernel recursive least-squares

Weifeng Liu, José Carlos Príncipe, Ignacio Santamaría, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Facial expression recognition based on Gabor features and sparse representation

Weifeng Liu, Caifeng Song, Yanjiang Wang, 2012, 2012 12th International Conference on Control Automation Robotics & Vision (ICARCV).

Class specific dictionary learning based kernel collaborative representation for fine-grained image classification

Weifeng Liu, Yanjiang Wang, Bao-Di Liu, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Recent Advances of Manifold Regularization

Xueqi Ma, Weifeng Liu, 2018 .

Large-scale paralleled sparse principal component analysis

Y. Wang, Weifeng Liu, Dapeng Tao, 2014, Multimedia Tools and Applications.

Semi-supervised Hessian Eigenmap for Human Action Recognition

Yue Wang, Xueqi Ma, Weifeng Liu, 2016, IVS.

Parallel and Scalable Sparse Basic Linear Algebra Subprograms

Weifeng Liu, Weifeng Liu, 2016 .

Object-of-interest extraction based on sparse coding

Hui Li, Weifeng Liu, Yanjiang Wang, 2013, ICIMCS '13.

Ensemble p-Laplacian Regularization for Scene Image Recognition

Xueqi Ma, Weifeng Liu, Yicong Zhou, 2019, Cognitive Computation.

Reduction of the Criteria System for Identifying Effective Reservoirs in the Joint Operation of a Flood Control System

Weifeng Liu, Juan Chen, Ping-an Zhong, 2019, Water Resources Management.

Denoising and Recognition for Road Signs Based on Markov Random Fields

Chenglin Wen, Weifeng Liu, Ailan Yang, 2012 .

Kernel LMS

Weifeng Liu, José Carlos Príncipe, Puskal P. Pokharel, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Hessian Regularized Support Vector Machines for Mobile Image Annotation on the Cloud

Xuelong Li, Weifeng Liu, Lianwen Jin, 2013, IEEE Transactions on Multimedia.

Efficient Block Algorithms for Parallel Sparse Triangular Solve

Weifeng Liu, Zhengyang Lu, Yuyao Niu, 2020, ICPP.

Detection of static salient objects based on visual attention and edge features

Hui Li, Weifeng Liu, Yanjiang Wang, 2013, ICIMCS '13.

The Kernel Least-Mean-Square Algorithm

Weifeng Liu, Jose C. Principe, Puskal P. Pokharel, 2008, IEEE Transactions on Signal Processing.

Multiview Hessian Regularization for Image Annotation

Weifeng Liu, Dacheng Tao, D. Tao, 2013, IEEE Transactions on Image Processing.

Laplacian support vector machines for medical diagnosis

Weifeng Liu, Caifeng Song, Yanjiang Wang, 2012, 2012 International Conference on Computerized Healthcare (ICCH).

Extended Kernel Recursive Least Squares Algorithm

Weifeng Liu, José Carlos Príncipe, Yiwen Wang, 2009, IEEE Transactions on Signal Processing.

Multiview Hessian discriminative sparse coding for image annotation

Yuan Yan Tang, Weifeng Liu, Dacheng Tao, 2013, Comput. Vis. Image Underst..

A Target Detection Algorithm Based on Histogram Feature and Particle Swarm

Weifeng Liu, Yanjiang Wang, Weifeng Liu, 2009, 2009 Fifth International Conference on Natural Computation.

Supervised Hessian Eigenmap for dimensionality reduction

Weifeng Liu, Dapeng Tao, Lianbo Zhang, 2015, 2015 IEEE 16th International Conference on Communication Technology (ICCT).

CapelliniSpTRSV: A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs

Bingsheng He, Weifeng Liu, Feng Zhang, 2020, ICPP.

Dictionary Learning-Based Hough Transform for Road Detection in Multispectral Image

Weifeng Liu, Shuying Li, Yicong Zhou, 2017, IEEE Geoscience and Remote Sensing Letters.

Theoretical Methods in Machine Learning

Weifeng Liu, Badong Chen, José Carlos Príncipe, 2015, Handbook of Computational Intelligence.

Advances in data representation and learning for pattern analysis

Fionn Murtagh, Weifeng Liu, C. L. Philip Chen, 2019, Neurocomputing.

Kernel Adaptive Filtering

Weifeng Liu, Simon Haykin, Jos C. Prncipe, 2010 .

Co-regularization for classification

Yang Li, Weifeng Liu, Yanjiang Wang, 2014, Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC).

A low complexity robust detector in impulsive noise

Weifeng Liu, José Carlos Príncipe, Puskal P. Pokharel, 2009, Signal Process..

The Improvement of The Total Flow-Time Problem under The Non-Idle Machine Constraint of Two Machine Open-Shop

Weifeng Liu, Lin Liu, 2012 .

Laplacian regularized active learning for image segmentation

Weifeng Liu, Dapeng Tao, Lianbo Zhang, 2014, Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC).

Hessian Regularized Sparse Coding for Human Action Recognition

Zhen Wang, Jun Yu, Weifeng Liu, 2015, MMM.

A hypersonic vehicle tracking algorithm based on the UKF generalized labeled multi-Bernoulli filter

Chenglin Wen, Weifeng Liu, Hailong Cui, 2016, CCC 2016.

Multiview dimension reduction via Hessian multiset canonical correlations

Weifeng Liu, Dapeng Tao, Jun Cheng, 2018, Inf. Fusion.

Facial expression recognition based on Hessian regularized support vector machine

Weifeng Liu, Caifeng Song, Yanjiang Wang, 2013, ICIMCS '13.

Domain Adaptation with Few Labeled Source Samples by Graph Regularization

Jinfeng Li, Weifeng Liu, Yicong Zhou, 2019, Neural Processing Letters.

Adaptive and Learning Systems for Signal Processing, Communication, and Control

Weifeng Liu, Simon Haykin, Jose C. Principe, 2010 .

The wellposedness analysis of the kernel adaline

Weifeng Liu, José Carlos Príncipe, J. Príncipe, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

HpLapGCN: Hypergraph p-Laplacian graph convolutional networks

Weifeng Liu, Yicong Zhou, Liqiang Nie, 2019, Neurocomputing.