Lefei Zhang

According to our database1, Lefei Zhang authored at least 103 papers between 2010 and 2019.

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

Timeline

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Bibliography

2019
Can We Track Targets From Space? A Hybrid Kernel Correlation Filter Tracker for Satellite Video.
IEEE Trans. Geoscience and Remote Sensing, 2019

Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter.
IEEE Trans. Geoscience and Remote Sensing, 2019

On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2019

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image.
IEEE Trans. Cybernetics, 2019

Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion.
IEEE Trans. Cybernetics, 2019

Domain Transfer Learning for Hyperspectral Image Super-Resolution.
Remote Sensing, 2019

Locally Weighted Discriminant Analysis for Hyperspectral Image Classification.
Remote Sensing, 2019

MSDH: Matched subspace detector with heterogeneous noise.
Pattern Recognition Letters, 2019

Hyperspectral image unsupervised classification by robust manifold matrix factorization.
Inf. Sci., 2019

On combining active and transfer learning for medical data classification.
IET Computer Vision, 2019

Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification.
CoRR, 2019

Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion.
CoRR, 2019

Exploring Representativeness and Informativeness for Active Learning.
CoRR, 2019

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
CoRR, 2019

Fast Spatio-Temporal Residual Network for Video Super-Resolution.
CoRR, 2019

Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Pseudo Supervised Matrix Factorization in Discriminative Subspace.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Self-Paced Subspace Clustering.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Fast Spatio-Temporal Residual Network for Video Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Leveraging Ratings and Reviews with Gating Mechanism for Recommendation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
IEEE Trans. Cybernetics, 2018

Hyperspectral Image Classification Based on Two-Stage Subspace Projection.
Remote Sensing, 2018

Discriminatively guided filtering (DGF) for hyperspectral image classification.
Neurocomputing, 2018

Defect Detection from UAV Images based on Region-Based CNNs.
CoRR, 2018

TLR: Transfer Latent Representation for Unsupervised Domain Adaptation.
CoRR, 2018

Unsupervised Domain Adaptive Re-Identification: Theory and Practice.
CoRR, 2018

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

R-SVM+: Robust Learning with Privileged Information.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

TLR: Transfer Latent Representation for Unsupervised Domain Adaptation.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Independent Feature and Label Components for Multi-label Classification.
Proceedings of the IEEE International Conference on Data Mining, 2018

Defect Detection from UAV Images Based on Region-Based CNNs.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images.
IEEE Trans. Multimedia, 2017

Robust Dual Clustering with Adaptive Manifold Regularization.
IEEE Trans. Knowl. Data Eng., 2017

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion.
IEEE Trans. Image Processing, 2017

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning.
IEEE Trans. Geoscience and Remote Sensing, 2017

Stacked Convolutional Denoising Auto-Encoders for Feature Representation.
IEEE Trans. Cybernetics, 2017

Exploring Representativeness and Informativeness for Active Learning.
IEEE Trans. Cybernetics, 2017

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Real-time tracking based on weighted compressive tracking and a cognitive memory model.
Signal Processing, 2017

A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction.
Remote Sensing, 2017

Combining local and global: Rich and robust feature pooling for visual recognition.
Pattern Recognition, 2017

GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification.
IEEE Geosci. Remote Sensing Lett., 2017

LAM3L: Locally adaptive maximum margin metric learning for visual data classification.
Neurocomputing, 2017

Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual Recognition.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

A spectral clustering based method for hyperspectral urban image.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Multi-class active learning: A hybrid informative and representative criterion inspired approach.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Adaptive Manifold Regularized Matrix Factorization for Data Clustering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

On Gleaning Knowledge from Multiple Domains for Active Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Low-Rank Total-Variation Regularized Tensor Completion Algorithm.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis.
IEEE Trans. Geoscience and Remote Sensing, 2016

Multidomain Subspace Classification for Hyperspectral Images.
IEEE Trans. Geoscience and Remote Sensing, 2016

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2016

A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

A scene change detection framework for multi-temporal very high resolution remote sensing images.
Signal Processing, 2016

A spectral-spatial based local summation anomaly detection method for hyperspectral images.
Signal Processing, 2016

Regularized set-to-set distance metric learning for hyperspectral image classification.
Pattern Recognition Letters, 2016

Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination.
IEEE Geosci. Remote Sensing Lett., 2016

Hierarchical feature learning with dropout k-means for hyperspectral image classification.
Neurocomputing, 2016

An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery.
Neurocomputing, 2016

A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification.
Neurocomputing, 2016

A minimal Munsell value error based laser printer model.
Neurocomputing, 2016

Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach.
Neurocomputing, 2016

The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Correntropy-based robust joint sparse representation for hyperspectral image classification.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Quality improvement of hyperspectral remote sensing images: A technical overview.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Sparse tensor discriminative locality alignment for gait recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Denoising auto-encoders toward robust unsupervised feature representation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A quantum-behaved particle swarm optimization for hyperspectral endmember extraction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Multiview clustering based on Robust and Regularized Matrix Approximation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
A sparse and discriminative tensor to vector projection for human gait feature representation.
Signal Processing, 2015

A hypothesis independent subpixel target detector for hyperspectral Images.
Signal Processing, 2015

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.
Pattern Recognition, 2015

Compression of hyperspectral remote sensing images by tensor approach.
Neurocomputing, 2015

Local decision maximum margin metric learning for hyperspectral target detection.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

MMFE: Multitask Multiview Feature Embedding.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

R2FP: Rich and Robust Feature Pooling for Mining Visual Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Batch Mode Active Learning for Geographical Image Classification.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.
IEEE Trans. Geoscience and Remote Sensing, 2014

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection.
IEEE Trans. Geoscience and Remote Sensing, 2014

Local Patch Discriminative Metric Learning for Hyperspectral Image Feature Extraction.
IEEE Geosci. Remote Sensing Lett., 2014

Tensor Representation and Manifold Learning Methods for Remote Sensing Images.
CoRR, 2014

Support tensor machine with local pixel neighborhood for hyperspectral image classification.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

A K-L divergence constrained sparse NMF for hyperspectral signal unmixing.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Hyperspectral biological images compression based on multiway tensor projection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.
IEEE Trans. Geoscience and Remote Sensing, 2013

Supervised Graph Embedding for Polarimetric SAR Image Classification.
IEEE Geosci. Remote Sensing Lett., 2013

Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

2012
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2012

A method for object identification in multispectral image based on tensor approach.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

2011
A Multifeature Tensor for Remote-Sensing Target Recognition.
IEEE Geosci. Remote Sensing Lett., 2011

2010
A Study Of Wavelet Kernel In Support Vector Regression.
Intelligent Automation & Soft Computing, 2010


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