Yuntao Qian

Orcid: 0000-0002-7418-5891

According to our database1, Yuntao Qian authored at least 194 papers between 1997 and 2024.

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

Timeline

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Bibliography

2024
A survey on deep learning-based spatio-temporal action detection.
Int. J. Wavelets Multiresolution Inf. Process., July, 2024

Iterative Low-Rank Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2024

Building Cross-Domain Mapping Chains From Multi-CycleGAN for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Discriminative Vision Transformer for Heterogeneous Cross-Domain Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Adaptive Graph Modeling With Self-Training for Heterogeneous Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Wavelet Siamese Network With Semi-Supervised Domain Adaptation for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Material-Guided Multiview Fusion Network for Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024

Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer.
IEEE Trans. Geosci. Remote. Sens., 2024

Diffusion-Model-Based Hyperspectral Unmixing Using Spectral Prior Distribution.
IEEE Trans. Geosci. Remote. Sens., 2024

Mask-Guided Local-Global Attentive Network for Change Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Fine-Grained Image Recognition Methods and Their Applications in Remote Sensing Images: A Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising.
CoRR, 2024

Semantic-Aware Alignment Network for Cross-Resolution Change Detection.
Proceedings of the IGARSS 2024, 2024

Incremental Classification of Remote Sensing Images with Feature Pyramid and Class Hierarchy.
Proceedings of the IGARSS 2024, 2024

RGB Images Enhancing Hyperspectral Image Denoising with Diffusion Model.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Domain-invariant attention network for transfer learning between cross-scene hyperspectral images.
IET Comput. Vis., October, 2023

An aggressive reduction on the complexity of optimization for non-strongly convex objectives.
Int. J. Wavelets Multiresolution Inf. Process., September, 2023

Cross-domain residual deep NMF for transfer learning between different hyperspectral image scenes.
Int. J. Wavelets Multiresolution Inf. Process., March, 2023

Learning a Deep Ensemble Network With Band Importance for Hyperspectral Object Tracking.
IEEE Trans. Image Process., 2023

Ca-STANet: Spatiotemporal Attention Network for Chlorophyll-a Prediction With Gap-Filled Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2023

Deep Parameterized Neural Networks for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2023

Multitask Sparse Representation Model-Inspired Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2023

Semantic guided level-category hybrid prediction network for hierarchical image classification.
Int. J. Wavelets Multiresolution Inf. Process., 2023

A Survey on Deep Learning-based Spatio-temporal Action Detection.
CoRR, 2023

Cross-Domain Heterogeneous Hyperspectral Image Classification Based on Meta-Learning with Task-Adaptive Loss Function.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Cross-Domain Hyperspectral Image Classification Based on Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Cross-Domain Hyperspectral Image Classification Based on Graph Convolutional Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Wavelet Siamese Network for Change Detection in Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Hierarchical Superpixel Relation Graph Combined with Convolutional Sparse Coding for Self-Supervised Hyperspectral Image Denoising.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Noise-Model-Free Hyperspectral Image Denoising Method Based on Diffusion Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Incremental Learning of Remote Sensing Target Classification with Class Hierarchy.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Iterative Refinement Network for Hyperspectral Image Denoising.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022
DACHA: A Dual Graph Convolution Based Temporal Knowledge Graph Representation Learning Method Using Historical Relation.
ACM Trans. Knowl. Discov. Data, 2022

SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising.
IEEE Trans. Image Process., 2022

Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition.
IEEE Trans. Image Process., 2022

Spectral-Spatial Boundary Detection in Hyperspectral Images.
IEEE Trans. Image Process., 2022

Learning a Deep Structural Subspace Across Hyperspectral Scenes With Cross-Domain VAE.
IEEE Trans. Geosci. Remote. Sens., 2022

SNMF-Net: Learning a Deep Alternating Neural Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

MAC-Net: Model-Aided Nonlocal Neural Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Restoration With Self-Supervised Learning: A Two-Stage Training Approach.
IEEE Trans. Geosci. Remote. Sens., 2022

Nonlocal Spatial-Spectral Neural Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2022

Incremental Detection of Remote Sensing Objects With Feature Pyramid and Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens., 2022

Hierarchical Multilabel Ship Classification in Remote Sensing Images Using Label Relation Graphs.
IEEE Trans. Geosci. Remote. Sens., 2022

Bidirectional Transformer for Video Deblurring.
IEEE Trans. Circuits Syst. Video Technol., 2022

Learning an Occlusion-Aware Network for Video Deblurring.
IEEE Trans. Circuits Syst. Video Technol., 2022

RLPath: a knowledge graph link prediction method using reinforcement learning based attentive relation path searching and representation learning.
Appl. Intell., 2022

Incorporating Attention Mechanism And Graph Regularization Into Cnns For Hyperspectral Image Classification.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Self-Supervised Learning Hyperspectral Image Denoiser with Separated Spectral-Spatial Feature Extraction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Spatial-Spectral Convolutional Sparse Neural Network for Hyperspectral Image Denoising.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Cross-Domain Attention Network for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Cross-Scene Hyperspectral Image Classification Based on Cycle-Consistent Adversarial Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Self-Supervised Hyperspectral Image Restoration Method Based on Convolutional Sparse Coding and Superpixel Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multitask Sparse Neural Network for Hyperspectral Image Denoising.
Proceedings of the IEEE International Conference on Acoustics, 2022

Material-Guided Siamese Fusion Network for Hyperspectral Object Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2022

Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Feature Selection for Cross-Scene Hyperspectral Image Classification Using Cross-Domain I-ReliefF.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Cross-Scene Hyperspectral Feature Selection via Hybrid Whale Optimization Algorithm With Simulated Annealing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Multi-stage stochastic gradient method with momentum acceleration.
Signal Process., 2021

RMNA: A Neighbor Aggregation-Based Knowledge Graph Representation Learning Model Using Rule Mining.
CoRR, 2021

Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting.
CoRR, 2021

Spectral-Spatial-Temporal Attention Network for Hyperspectral Tracking.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Random Convolutional Network for Hyperspectral Image Classification.
Proceedings of the Geometry and Vision - First International Symposium, 2021

A Graph-Regularized Non-local Hyperspectral Image Denoising Method.
Proceedings of the Geometry and Vision - First International Symposium, 2021

Learning a Model-Based Deep Hyperspectral Denoiser from a Single Noisy Hyperspectral Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Graph Regularized Autoencoder Based Feature Extraction for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Hierarchical Multi-Label Ship Recognition in Remote Sensing Images Using Label Relation Graphs.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

NMF-SAE: An Interpretable Sparse Autoencoder for Hyperspectral Unmixing.
Proceedings of the IEEE International Conference on Acoustics, 2021

AF-Net: All-scale Feature Fusion Network for Road Extraction from Remote Sensing Images.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020
Material Based Object Tracking in Hyperspectral Videos.
IEEE Trans. Image Process., 2020

Spectral Mixture Model Inspired Network Architectures for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2020

Nonconvex Nonseparable Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Multiple Clustering Guided Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Semisupervised Dual-Dictionary Learning for Heterogeneous Transfer Learning on Cross-Scene Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

ℱ3-Net: Feature Fusion and Filtration Network for Object Detection in Optical Remote Sensing Images.
Remote. Sens., 2020

Residual deep PCA-based feature extraction for hyperspectral image classification.
Neural Comput. Appl., 2020

SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising.
CoRR, 2020

Nonlocal Low-Rank Nonnegative Tensor Factorization for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multi-Label Remote Sensing Image Classification with Deformable Convolutions and Graph Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multi-layer Cross-domain Non-negative Matrix Factorization for Cross-scene Dimension Reduction on Hyperspectral Images.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Few-Shot Learning for Remote Sensing Image Retrieval With MAML.
Proceedings of the IEEE International Conference on Image Processing, 2020

BAE-Net: A Band Attention Aware Ensemble Network for Hyperspectral Object Tracking.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Hyperspectral Restoration via L<sub>0</sub> Gradient Regularized Low-Rank Tensor Factorization.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization.
IEEE Trans. Geosci. Remote. Sens., 2019

Paper evolution graph: multi-view structural retrieval for academic literature.
Frontiers Inf. Technol. Electron. Eng., 2019

Feature selection for cross-scene hyperspectral image classification using cross-domain ReliefF.
Int. J. Wavelets Multiresolution Inf. Process., 2019

Stochastic sub-sampled Newton method with variance reduction.
Int. J. Wavelets Multiresolution Inf. Process., 2019

Learning deep optimizer for blind image deconvolution.
Int. J. Wavelets Multiresolution Inf. Process., 2019

A Deep Optimization Approach for Image Deconvolution.
CoRR, 2019

Stochastic Momentum Method With Double Acceleration for Regularized Empirical Risk Minimization.
IEEE Access, 2019

Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation.
IEEE Access, 2019

Dynamic Material-Aware Object Tracking in Hyperspectral Videos.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Spectral-Spatial Joint Noise Estimation for Hyperspectral Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Feature Extraction of Hyperspectral Imagery Based on Deep NMF.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Dual Dictionary Learning for Mining a Unified Feature Subspace between Different Hyperspectral Image Scenes.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Corrections to "Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification".
IEEE Trans. Geosci. Remote. Sens., 2018

Constrained Manifold Learning for Hyperspectral Imagery Visualization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Spectral-spatial features for material based object tracking in hyperspectral videos.
CoRR, 2018

Spectral Image Visualization Using Generative Adversarial Networks.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Deconv R-CNN for Small Object Detection on Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Cross-Scene Feature Selection for Hyperspectral Images Based on Cross-Domain Information Gain.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Superpixel-Based Nonnegative Tensor Factorization for Hyperspectral Unmixing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Tensor Factorization for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Visualization of Hyperspectral Images Using Moving Least Squares.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Hyperspectral Imagery Denoising via Reweighed Sparse Low-Rank Nonnegative Tensor Factorization.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2017

On the Sampling Strategy for Evaluation of Spectral-Spatial Methods in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Region-Based Structure Preserving Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Exploring Structural Consistency in Graph Regularized Joint Spectral-Spatial Sparse Coding for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Cross-scene hyperspectral image classification based on DWT and manifold-constrained subspace learning.
Int. J. Wavelets Multiresolution Inf. Process., 2017

Network Intrusion Detection through Discriminative Feature Selection by Using Sparse Logistic Regression.
Future Internet, 2017

2016
Nonnegative-Matrix-Factorization-Based Hyperspectral Unmixing With Partially Known Endmembers.
IEEE Trans. Geosci. Remote. Sens., 2016

A Manifold Alignment Approach for Hyperspectral Image Visualization With Natural Color.
IEEE Trans. Geosci. Remote. Sens., 2016

Hypergraph-Regularized Sparse NMF for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Preference transfer model in collaborative filtering for implicit data.
Frontiers Inf. Technol. Electron. Eng., 2016

基于堆叠降噪自动编码器的胶囊缺陷检测方法 (Capsule Defects Detection Based on Stacked Denoising Autoencoders).
计算机科学, 2016

Group sparse nonnegative matrix factorization for hyperspectral image denoising.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Kernel based sparse NMF algorithm for hyperspectral unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Parallel adaptive sparsity-constrained NMF algorithm for hyperspectral unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Bound analysis of natural gradient descent in stochastic optimization setting.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Semisupervised manifold learning for color transfer between multiview images.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Group Feature Selection via Structural Sparse Logistic Regression for IDS.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015
Collaborative work with linear classifier and extreme learning machine for fast text categorization.
World Wide Web, 2015

Multitask Sparse Nonnegative Matrix Factorization for Joint Spectral-Spatial Hyperspectral Imagery Denoising.
IEEE Trans. Geosci. Remote. Sens., 2015

Adaptive L<sub>1/2</sub> Sparsity-Constrained NMF With Half-Thresholding Algorithm for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

On the sampling strategies for evaluation of joint spectral-spatial information based classifiers.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Multiple graph regularized NMF for hyperspectral unmixing.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Local detail enhanced hyperspectral image visualization.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Speech enhancement with a GSC-like structure employing sparse coding.
J. Zhejiang Univ. Sci. C, 2014

Visualization of Hyperspectral Imaging Data Based on Manifold Alignment.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Modeling Behaviors of Browsing and Buying for Alidata Discovery Using Joint Non-negative Matrix Factorization.
Proceedings of the Tenth International Conference on Computational Intelligence and Security, 2014

2013
Hyperspectral Image Classification Based on Structured Sparse Logistic Regression and Three-Dimensional Wavelet Texture Features.
IEEE Trans. Geosci. Remote. Sens., 2013

Hyperspectral Imagery Restoration Using Nonlocal Spectral-Spatial Structured Sparse Representation With Noise Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Text categorization based on regularization extreme learning machine.
Neural Comput. Appl., 2013

Panchromatic image based dictionary learning for hyperspectral imagery denoising.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

MT-OMP for hyperspectral imagery denoising with model parameter estimation.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Visualization of hyperspectral imagery based on manifold learning.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Noise reduction of hyperspectral imagery based on nonlocal tensor factorization.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Manifold alignment based color transfer for multiview image stitching.
Proceedings of the IEEE International Conference on Image Processing, 2013

Salient object detection in hyperspectral imagery.
Proceedings of the IEEE International Conference on Image Processing, 2013

Soil Biochar Quantification via Hyperspectral Unmixing.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
Unsupervised Band Selection for Hyperspectral Imagery Classification Without Manual Band Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

A Grouped Structure-based Regularized Regression Model for Text Categorization.
J. Softw., 2012

Mixed Poisson-Gaussian noise model based sparse denoising for hyperspectral imagery.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Minimum variance block-based nonnegative matrix factorization algorithm for hyperspectral unmixing.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Noise reduction of hyperspectral imagery using nonlocal sparse representation with spectral-spatial structure.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

3-D nonlocal means filter with noise estimation for hyperspectral imagery denoising.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Non-negative Sparse Semantic Coding for text categorization.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Knowledge reduction in decision-theoretic rough set model based on connection degree.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens., 2011

Structured sparse model based feature selection and classification for hyperspectral imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Dimension reduction of hyperspectral images with sparse linear discriminant analysis.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Fast and accurate iris segmentation based on linear basis function and RANSAC.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Dimensionality Reduction with Category Information Fusion and Non-negative Matrix Factorization for Text Categorization.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

2010
A novel hyperspectral remote sensing images classification using Gaussian Processes with conditional random fields.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

Noise-robust subband decomposition blind signal separation for hyperspectral unmixing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Feature extraction and selection hybrid algorithm for hyperspectral imagery classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Regularized logistic regression method for change detection in multispectral data via Pathwise Coordinate optimization.
Proceedings of the International Conference on Image Processing, 2010

Hierarchical alternating least squares algorithm with Sparsity Constraint for hyperspectral unmixing.
Proceedings of the International Conference on Image Processing, 2010

L1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Aggressive Dimensionality Reduction with Reinforcement Local Feature Selection for Text Categorization.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

2009
Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2009

Band selection based gaussian processes for hyperspectral remote sensing images classification.
Proceedings of the International Conference on Image Processing, 2009

Hyperspectral data classification using Margin Infused Relaxed Algorithm.
Proceedings of the International Conference on Image Processing, 2009

Design and Implementation of an Embedded Quality Control System.
Proceedings of the International Conference on Embedded Software and Systems, 2009

Regularized Multinomial Regression Method for Hyperspectral Data Classification via Pathwise Coordinate Optimization.
Proceedings of the DICTA 2009, 2009

2008
Improved recognition of figures containing fluorescence microscope images in online journal articles using graphical models.
Bioinform., 2008

A Novel Approach for Network Event Correlation Based on Set Covering.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Band Selection for Hyperspectral Imagery Using Affinity Propagation.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

2007
Spectral and Spatial Complexity-Based Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2007

Face recognition using a kernel fractional-step discriminant analysis algorithm.
Pattern Recognit., 2007

Mrf-ICA Mixture Model for Hyperspectral Imagery Unmixing.
Int. J. Wavelets Multiresolution Inf. Process., 2007

A Complexity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
MRF Based Spatial Complexity for Hyperspectral Imagery Unmixing.
Proceedings of the Structural, 2006

A Network Event Correlation Algorithm Based on Fault Filtration.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Improved Stone's Complexity Pursuit for Hyperspectral Imagery Unmixing.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Segmental Semi-Markov Model Based Online Series Pattern Detection Under Arbitrary Time Scaling.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

Semi-supervised Dynamic Counter Propagation Network.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
An MRF-ICA Based Algorithm for Image Separation.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

A semi-supervised color image segmentation method.
Proceedings of the 2005 International Conference on Image Processing, 2005

Non-deterministic Event Correlation Based on C-F Model.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

An Event Correlation Approach Based on the Combination of IHU and Codebook.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004
By normalizing to improve generalized Foley-Sammon transform in high-dimensional spaces - with application to face recognition.
Proceedings of the IEEE International Conference on Systems, 2004

Face recognition with the robust feature extracted by the generalized Foley-Sammon transform.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

An Advanced Segmental Semi-Markov Model Based Online Series Pattern Detection.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Kernel Fractional-Step Nonlinear Discriminant Analysis for Pattern Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Gabor direct fractional-step LDA algorithm for face recognition.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Kernel generalized nonlinear discriminant analysis algorithm for pattern recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004

Modified kernel-based nonlinear feature extraction [face recognition example].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Face Recognition Using Novel LDA-Based Algorithms.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2002
Sequential Combination Methods for Data Clustering Analysis.
J. Comput. Sci. Technol., 2002

2000
Clustering Combination Method.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Image Interpretation with Fuzzy-Graph Based Genetic Algorithm.
Proceedings of the 1999 International Conference on Image Processing, 1999

1997
Image Segmentation Based on Combination of Global and Local Information.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997


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