Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery.

[BibT_eX]

[DOI]

Chen Wu

Sihan Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Discriminative subspace matrix factorization for multiview data clustering.

[BibT_eX]

[DOI]

Jiaqi Ma

Yipeng Zhang

Lefei Zhang

Pattern Recognit., 2021

Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery.

[BibT_eX]

[DOI]

CoRR, 2021

DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Combining CNN with Pathological Information for the Detection of Transmissive Lesions of Jawbones from CBCT Images.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation.

[BibT_eX]

[DOI]

Li Gao

Lefei Zhang

Qian Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Learning From Synthetic Images via Active Pseudo-Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Homologous Component Analysis for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Data-augmented matched subspace detector for hyperspectral subpixel target detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Multistage attention network for image inpainting.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Unsupervised domain adaptive re-identification: Theory and practice.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Transferable heterogeneous feature subspace learning for JPEG mismatched steganalysis.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Robust face alignment by cascaded regression and de-occlusion.

[BibT_eX]

[DOI]

Neural Networks, 2020

Global context based automatic road segmentation via dilated convolutional neural network.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Learning selection channels for image steganalysis in spatial domain.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Robust learning with imperfect privileged information.

[BibT_eX]

[DOI]

Artif. Intell., 2020

Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Recurrent Feature Reasoning for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Can We Track Targets From Space? A Hybrid Kernel Correlation Filter Tracker for Satellite Video.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Domain Transfer Learning for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

Xiaoyan Li

Lefei Zhang

Jane You

Remote. Sens., 2019

Locally Weighted Discriminant Analysis for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Xiaoyan Li

Lefei Zhang

Jane You

Remote. Sens., 2019

MSDH: Matched subspace detector with heterogeneous noise.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

A robust dimensionality reduction and matrix factorization framework for data clustering.

[BibT_eX]

[DOI]

Ruyue Li

Lefei Zhang

Bo Du

Pattern Recognit. Lett., 2019

Hyperspectral image unsupervised classification by robust manifold matrix factorization.

[BibT_eX]

[DOI]

Inf. Sci., 2019

On combining active and transfer learning for medical data classification.

[BibT_eX]

[DOI]

IET Comput. Vis., 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Pseudo Supervised Matrix Factorization in Discriminative Subspace.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Self-Paced Subspace Clustering.

[BibT_eX]

[DOI]

Youfa Liu

Bo Du

Lefei Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Progressive Reconstruction of Visual Structure for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Fast Spatio-Temporal Residual Network for Video Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Leveraging Ratings and Reviews with Gating Mechanism for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

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

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Hyperspectral Image Classification Based on Two-Stage Subspace Projection.

[BibT_eX]

[DOI]

Xiaoyan Li

Lefei Zhang

Jane You

Remote. Sens., 2018

Discriminatively guided filtering (DGF) for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

R-SVM+: Robust Learning with Privileged Information.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

TLR: Transfer Latent Representation for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Independent Feature and Label Components for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Defect Detection from UAV Images Based on Region-Based CNNs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Robust Dual Clustering with Adaptive Manifold Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Stacked Convolutional Denoising Auto-Encoders for Feature Representation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Exploring Representativeness and Informativeness for Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Real-time tracking based on weighted compressive tracking and a cognitive memory model.

[BibT_eX]

[DOI]

Signal Process., 2017

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

[BibT_eX]

[DOI]

Remote. Sens., 2017

Combining local and global: Rich and robust feature pooling for visual recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

LAM<sup>3</sup>L: Locally adaptive maximum margin metric learning for visual data classification.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

A spectral clustering based method for hyperspectral urban image.

[BibT_eX]

[DOI]

Lefei Zhang

Jane You

Proceedings of the Joint Urban Remote Sensing Event, 2017

Multi-class active learning: A hybrid informative and representative criterion inspired approach.

[BibT_eX]

[DOI]

Zengmao Wang

Bo Du

Lefei Zhang

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Adaptive Manifold Regularized Matrix Factorization for Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

On Gleaning Knowledge from Multiple Domains for Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Low-Rank Total-Variation Regularized Tensor Completion Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Multidomain Subspace Classification for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery.

[BibT_eX]

[DOI]

Jón Atli Benediktsson

IEEE Trans. Geosci. Remote. Sens., 2016

A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

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

[BibT_eX]

[DOI]

Chen Wu

Lefei Zhang

Liangpei Zhang

Signal Process., 2016

A spectral-spatial based local summation anomaly detection method for hyperspectral images.

[BibT_eX]

[DOI]

Signal Process., 2016

Regularized set-to-set distance metric learning for hyperspectral image classification.

[BibT_eX]

[DOI]

Jiangtao Peng

Lefei Zhang

Luoqing Li

Pattern Recognit. Lett., 2016

Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

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

[BibT_eX]

[DOI]

Neurocomputing, 2016

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

[BibT_eX]

[DOI]

Neurocomputing, 2016

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

[BibT_eX]

[DOI]

Neurocomputing, 2016

A minimal Munsell value error based laser printer model.

[BibT_eX]

[DOI]

Neurocomputing, 2016

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

[BibT_eX]

[DOI]

Neurocomputing, 2016

The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jiangtao Peng

Lefei Zhang

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Sparse tensor discriminative locality alignment for gait recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Denoising auto-encoders toward robust unsupervised feature representation.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A quantum-behaved particle swarm optimization for hyperspectral endmember extraction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Multiview clustering based on Robust and Regularized Matrix Approximation.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

A sparse and discriminative tensor to vector projection for human gait feature representation.

[BibT_eX]

[DOI]

Signal Process., 2015

A hypothesis independent subpixel target detector for hyperspectral Images.

[BibT_eX]

[DOI]

Signal Process., 2015

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

一种基于背景自学习的高光谱图像生物信息提取方法 (Background Self-learning Framework for Bio Information Extraction from Hyperspectral Images).

[BibT_eX]

[DOI]

计算机科学, 2015

基于类别可分性的高光谱图像波段选择 (Supervised Band Selection Based on Class Separability for Hyperspectral Image).

[BibT_eX]

[DOI]

计算机科学, 2015

Compression of hyperspectral remote sensing images by tensor approach.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Local decision maximum margin metric learning for hyperspectral target detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

MMFE: Multitask Multiview Feature Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

R2FP: Rich and Robust Feature Pooling for Mining Visual Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Batch Mode Active Learning for Geographical Image Classification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Local Patch Discriminative Metric Learning for Hyperspectral Image Feature Extraction.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

Tensor Representation and Manifold Learning Methods for Remote Sensing Images.

[BibT_eX]

[DOI]

Lefei Zhang

CoRR, 2014

Support tensor machine with local pixel neighborhood for hyperspectral image classification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Proceedings IEEE International Conference on Security, 2014

Hyperspectral biological images compression based on multiway tensor projection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Supervised Graph Embedding for Polarimetric SAR Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering, 2013

2012

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2012

A method for object identification in multispectral image based on tensor approach.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

2011

A Multifeature Tensor for Remote-Sensing Target Recognition.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2011

2010

A Study Of Wavelet Kernel In Support Vector Regression.

[BibT_eX]

[DOI]

Lefei Zhang

Fengqing Han

Intell. Autom. Soft Comput., 2010

Lefei Zhang

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