Fang Liu

According to our database1, Fang Liu authored at least 129 papers between 2004 and 2019.

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

Timeline

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Bibliography

2019
A Novel Neural Network for Remote Sensing Image Matching.
IEEE Trans. Neural Netw. Learning Syst., 2019

Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images.
IEEE Trans. Neural Netw. Learning Syst., 2019

Task-Oriented GAN for PolSAR Image Classification and Clustering.
IEEE Trans. Neural Netw. Learning Syst., 2019

Transferred Deep Learning-Based Change Detection in Remote Sensing Images.
IEEE Trans. Geoscience and Remote Sensing, 2019

A Pareto-Based Sparse Subspace Learning Framework.
IEEE Trans. Cybernetics, 2019

Video reconstruction based on Intrinsic Tensor Sparsity model.
Sig. Proc.: Image Comm., 2019

Fast unsupervised deep fusion network for change detection of multitemporal SAR images.
Neurocomputing, 2019

A Survey of Deep Learning-based Object Detection.
CoRR, 2019

PolSAR Image Classification based on Polarimetric Scattering Coding and Sparse Support Matrix Machine.
CoRR, 2019

Pixel DAG-Recurrent Neural Network for Spectral-Spatial Hyperspectral Image Classification.
CoRR, 2019

Semi-supervised Complex-valued GAN for Polarimetric SAR Image Classification.
CoRR, 2019

Adaptive sparse graph learning based dimensionality reduction for classification.
Appl. Soft Comput., 2019

Fast DDL Classification for SAR Images With l1, ∞ Constraint.
IEEE Access, 2019

Multi-Scale Residual Reconstruction Neural Network With Non-Local Constraint.
IEEE Access, 2019

A Survey of Deep Learning-Based Object Detection.
IEEE Access, 2019

2018
A Hybrid Method of SAR Speckle Reduction Based on Geometric-Structural Block and Adaptive Neighborhood.
IEEE Trans. Geoscience and Remote Sensing, 2018

Deep Multiple Instance Learning-Based Spatial-Spectral Classification for PAN and MS Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2018

Adaptive Hierarchical Multinomial Latent Model With Hybrid Kernel Function for SAR Image Semantic Segmentation.
IEEE Trans. Geoscience and Remote Sensing, 2018

Fuzzy Superpixels for Polarimetric SAR Images Classification.
IEEE Trans. Fuzzy Systems, 2018

Fuzzy Double C-Means Clustering Based on Sparse Self-Representation.
IEEE Trans. Fuzzy Systems, 2018

Global Low-Rank Image Restoration With Gaussian Mixture Model.
IEEE Trans. Cybernetics, 2018

The Overcomplete Dictionary-Based Directional Estimation Model and Nonconvex Reconstruction Methods.
IEEE Trans. Cybernetics, 2018

Fuzzy Sparse Autoencoder Framework for Single Image Per Person Face Recognition.
IEEE Trans. Cybernetics, 2018

Deep Multiscale Spectral-Spatial Feature Fusion for Hyperspectral Images Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Unsupervised Deep Feature Learning for Remote Sensing Image Retrieval.
Remote Sensing, 2018

A modified convolutional neural network for face sketch synthesis.
Pattern Recognition, 2018

Random subspace based ensemble sparse representation.
Pattern Recognition, 2018

3D fast convex-hull-based evolutionary multiobjective optimization algorithm.
Appl. Soft Comput., 2018

Circular Relevance Feedback for Remote Sensing Image Retrieval.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Two-Stage Reranking for Remote Sensing Image Retrieval.
IEEE Trans. Geoscience and Remote Sensing, 2017

A Novel Image Representation Framework Based on Gaussian Model and Evolutionary Optimization.
IEEE Trans. Evolutionary Computation, 2017

POLSAR Image Classification via Wishart-AE Model or Wishart-CAE Model.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Dimensionality Reduction of Hyperspectral Imagery Using Sparse Graph Learning.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

SAR Image segmentation based on convolutional-wavelet neural network and markov random field.
Pattern Recognition, 2017

Semi-supervised double sparse graphs based discriminant analysis for dimensionality reduction.
Pattern Recognition, 2017

Mixed second order partial derivatives decomposition method for large scale optimization.
Appl. Soft Comput., 2017

2016
Wishart Deep Stacking Network for Fast POLSAR Image Classification.
IEEE Trans. Image Processing, 2016

Semisupervised Discriminant Feature Learning for SAR Image Category via Sparse Ensemble.
IEEE Trans. Geoscience and Remote Sensing, 2016

CRIM-FCHO: SAR Image Two-Stage Segmentation With Multifeature Ensemble.
IEEE Trans. Geoscience and Remote Sensing, 2016

POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information.
IEEE Trans. Geoscience and Remote Sensing, 2016

SAR Image Segmentation Based on Hierarchical Visual Semantic and Adaptive Neighborhood Multinomial Latent Model.
IEEE Trans. Geoscience and Remote Sensing, 2016

A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables.
IEEE Trans. Evolutionary Computation, 2016

Adaptive Nonlocal Spatial-Spectral Kernel for Hyperspectral Imagery Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Refined Pan-Sharpening With NSCT and Hierarchical Sparse Autoencoder.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

A Multi-kernel Joint Sparse Graph for SAR Image Segmentation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Geometric structure guided collaborative compressed sensing.
Sig. Proc.: Image Comm., 2016

A group matching pursuit for image reconstruction.
Sig. Proc.: Image Comm., 2016

MOEA/D with biased weight adjustment inspired by user preference and its application on multi-objective reservoir flood control problem.
Soft Comput., 2016

Learning simultaneous adaptive clustering and classification via MOEA.
Pattern Recognition, 2016

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

Unsupervised feature selection based on maximum information and minimum redundancy for hyperspectral images.
Pattern Recognition, 2016

A Nonlocal Means for Speckle Reduction of SAR Image With Multiscale-Fusion-Based Steerable Kernel Function.
IEEE Geosci. Remote Sensing Lett., 2016

Sketching Model and Higher Order Neighborhood Markov Random Field-Based SAR Image Segmentation.
IEEE Geosci. Remote Sensing Lett., 2016

Prediction of missing links based on community relevance and ruler inference.
Knowl.-Based Syst., 2016

2015
Learning Interpolation via Regional Map for Pan-Sharpening.
IEEE Trans. Geoscience and Remote Sensing, 2015

Mutual-Information-Based Semi-Supervised Hyperspectral Band Selection With High Discrimination, High Information, and Low Redundancy.
IEEE Trans. Geoscience and Remote Sensing, 2015

Nonconvex Compressed Sensing by Nature-Inspired Optimization Algorithms.
IEEE Trans. Cybernetics, 2015

Hyperspectral Image Classification by Spatial-Spectral Derivative-Aided Kernel Joint Sparse Representation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Semisupervised Affinity Propagation Based on Normalized Trivariable Mutual Information for Hyperspectral Band Selection.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

A new patch based change detector for polarimetric SAR data.
Pattern Recognition, 2015

A novel dynamic rough subspace based selective ensemble.
Pattern Recognition, 2015

Pan-sharpening via regional division and NSST.
Multimedia Tools Appl., 2015

Imbalanced Hyperspectral Image Classification Based on Maximum Margin.
IEEE Geosci. Remote Sensing Lett., 2015

A cooperative belief rule based decision support system for lymph node metastasis diagnosis in gastric cancer.
Knowl.-Based Syst., 2015

Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification.
Knowl.-Based Syst., 2015

Learning compressive sampling via multiscale and steerable support value transform.
Knowl.-Based Syst., 2015

Joint sparse regularization based Sparse Semi-Supervised Extreme Learning Machine (S3ELM) for classification.
Knowl.-Based Syst., 2015

A Memetic Optimization Strategy Based on Dimension Reduction in Decision Space.
Evolutionary Computation, 2015

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

2014
Local Maximal Homogeneous Region Search for SAR Speckle Reduction With Sketch-Based Geometrical Kernel Function.
IEEE Trans. Geoscience and Remote Sensing, 2014

Pansharpening Based on Low-Rank and Sparse Decomposition.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

MOEA/D with uniform decomposition measurement for many-objective problems.
Soft Comput., 2014

Compressed sensing by collaborative reconstruction on overcomplete dictionary.
Signal Processing, 2014

A compressed sensing approach for efficient ensemble learning.
Pattern Recognition, 2014

Incomplete variables truncated conjugate gradient method for signal reconstruction in compressed sensing.
Inf. Sci., 2014

MOEA/D with Baldwinian learning inspired by the regularity property of continuous multiobjective problem.
Neurocomputing, 2014

MOEA/D with opposition-based learning for multiobjective optimization problem.
Neurocomputing, 2014

MOEA/D with Adaptive Weight Adjustment.
Evolutionary Computation, 2014

A modified objective function method with feasible-guiding strategy to solve constrained multi-objective optimization problems.
Appl. Soft Comput., 2014

MOEA/D with a delaunay triangulation based weight adjustment.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
A Novel Immune Optimization Algorithm for Fairness Resource Allocation in Cognitive Wireless Network.
Wireless Personal Communications, 2013

Immune optimization algorithm for solving vertical handoff decision problem in heterogeneous wireless network.
Wireless Networks, 2013

Multivariate pursuit image reconstruction using prior information beyond sparsity.
Signal Processing, 2013

Selective multiple kernel learning for classification with ensemble strategy.
Pattern Recognition, 2013

An efficient matrix bi-factorization alternative optimization method for low-rank matrix recovery and completion.
Neural Networks, 2013

An evidential reasoning based model for diagnosis of lymph node metastasis in gastric cancer.
BMC Med. Inf. & Decision Making, 2013

A bi-level belief rule based decision support system for diagnosis of lymph node metastasis in gastric cancer.
Knowl.-Based Syst., 2013

A co-evolutionary multi-objective optimization algorithm based on direction vectors.
Inf. Sci., 2013

A novel selection evolutionary strategy for constrained optimization.
Inf. Sci., 2013

On the use of immune clonal optimization for joint subcarrier and power allocation in OFDMA with proportional fairness rate.
Int. J. Communication Systems, 2013

Hybrid Multilevel Sparse Reconstruction for a Whole Domain Bioluminescence Tomography Using Adaptive Finite Element.
Comp. Math. Methods in Medicine, 2013

Object information based interactive segmentation for fatty tissue extraction.
Comp. in Bio. and Med., 2013

2012
A Novel Immune Clonal Algorithm for MO Problems.
IEEE Trans. Evolutionary Computation, 2012

An evidential reasoning based classification algorithm and its application for face recognition with class noise.
Pattern Recognition, 2012

Immune optimization algorithm for solving joint call admission control problem in next-generation wireless network.
Eng. Appl. of AI, 2012

Multi-objective immune algorithm with Baldwinian learning.
Appl. Soft Comput., 2012

2011
Multivariate Compressive Sensing for Image Reconstruction in the Wavelet Domain: Using Scale Mixture Models.
IEEE Trans. Image Processing, 2011

Compressive Sensing SAR Image Reconstruction Based on Bayesian Framework and Evolutionary Computation.
IEEE Trans. Image Processing, 2011

An improved multi-agent genetic algorithm for numerical optimization.
Natural Computing, 2011

Artificial immune multi-objective SAR image segmentation with fused complementary features.
Inf. Sci., 2011

A Finite Element Mesh Aggregating Approach to Multiple-Source Reconstruction in Bioluminescence Tomography.
Int. J. Biomedical Imaging, 2011

Interactive MOEA/D for multi-objective decision making.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Fast Source Reconstruction for Bioluminescence Tomography Based on Sparse Regularization.
IEEE Trans. Biomed. Engineering, 2010

SAR Image Despeckling Using Edge Detection and Feature Clustering in Bandelet Domain.
IEEE Geosci. Remote Sensing Lett., 2010

Multicontourlet-Based Adaptive Fusion of Infrared and Visible Remote Sensing Images.
IEEE Geosci. Remote Sensing Lett., 2010

Immune algorithm with orthogonal design based initialization, cloning, and selection for global optimization.
Knowl. Inf. Syst., 2010

Lamarckian Learning in Clonal Selection Algorithm for Numerical Optimization.
International Journal on Artificial Intelligence Tools, 2010

Memetic computation based on regulation between neural and immune systems: the framework and a case study.
SCIENCE CHINA Information Sciences, 2010

A sphere-dominance based preference immune-inspired algorithm for dynamic multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A multiobjective immune clustering ensemble technique applied to unsupervised SAR image segmentation.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Optimizing detector distribution in V-detector negative selection using a constrained multiobjective immune algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A hybrid multiobjective immune algorithm with region preference for decision makers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Discrete differential evolution algorithm for the job shop scheduling problem.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

A Parallel Artificial Immune Model for Optimization.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

2008
Spectral Clustering Ensemble Applied to SAR Image Segmentation.
IEEE Trans. Geoscience and Remote Sensing, 2008

2007
Pheromone Based Dynamic Vaccination for Immune Algorithms.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
A Strategy of Mutation History Learning in Immune Clonal Selection Algorithm.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

A Dynamic Clonal Selection Algorithm for Project Optimization Scheduling.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

A Method of Reducing Speckle Noise of SAR Images Based on Wavelets and Wedgelet HMT Models.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Intrusion Detection Based on ART and Artificial Immune Network Clustering.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Image Enhancement via Fusion Based on Laplacian Pyramid Directional Filter Banks.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

The Quaternion Model of Artificial Immune Response.
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005

Directional self-learning of genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

An Novel Artificial Immune Systems Multi-objective Optimization Algorithm for 0/1 Knapsack Problems.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

Key Frame Extraction Based on Evolutionary Artificial Immune Network.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004
Multiobjective Optimization Based on Coevolutionary Algorithm.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

A New Data Mining Method Using Organizational Coevolutionary Mechanism.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Performance Analysis of Recurrent Neural Networks Based Blind Adaptive Multiuser Detection in Asynchronous DS-CDMA Systems.
Proceedings of the Advances in Neural Networks, 2004

Space-Time Multiuser Detection Combined with Adaptive Wavelet Networks over Multipath Channels.
Proceedings of the Advances in Neural Networks, 2004


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