Leyuan Fang

According to our database1, Leyuan Fang authored at least 111 papers between 2010 and 2022.

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

Timeline

Legend:

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Bibliography

2022
Spectral-Spatial Latent Reconstruction for Open-Set Hyperspectral Image Classification.
IEEE Trans. Image Process., 2022

Intra- and Inter-Slice Contrastive Learning for Point Supervised OCT Fluid Segmentation.
IEEE Trans. Image Process., 2022

Adaptive Spatial Pyramid Constraint for Hyperspectral Image Classification With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens., 2022

Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

NFANet: A Novel Method for Weakly Supervised Water Extraction From High-Resolution Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

RRNet: Relational Reasoning Network With Parallel Multiscale Attention for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

LDP-Net: An Unsupervised Pansharpening Network Based on Learnable Degradation Processes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Attention-Based Octave Network for Hyperspectral Image Denoising.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Meta-Pixel-Driven Embeddable Discriminative Target and Background Dictionary Pair Learning for Hyperspectral Target Detection.
Remote. Sens., 2022

SCAF-Net: Scene Context Attention-Based Fusion Network for Vehicle Detection in Aerial Imagery.
IEEE Geosci. Remote. Sens. Lett., 2022

Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives.
CoRR, 2022

Peng Cheng Object Detection Benchmark for Smart City.
CoRR, 2022

NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery.
CoRR, 2022

2021
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features.
IEEE Trans. Medical Imaging, 2021

Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging, 2021

Multi-Modal Retinal Image Classification With Modality-Specific Attention Network.
IEEE Trans. Medical Imaging, 2021

Unsupervised Denoising of Optical Coherence Tomography Images With Nonlocal-Generative Adversarial Network.
IEEE Trans. Instrum. Meas., 2021

Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification.
IEEE Trans. Circuits Syst. Video Technol., 2021

Deep Spatial-Spectral Subspace Clustering for Hyperspectral Image.
IEEE Trans. Circuits Syst. Video Technol., 2021

Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing Images.
CoRR, 2021

Oriented Spatial Correlative Aligned Feature for Remote Sensing Object Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Point-Based Weakly Supervised Deep Learning for Water Extraction from High-Resolution Remote Sensing Imagery.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

2020
Skip-Connected Covariance Network for Remote Sensing Scene Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Region-Enhanced Convolutional Neural Network for Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Subpixel-Pixel-Superpixel Guided Fusion for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2020

Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Cybern., 2020

Residual Encoder-Decoder Conditional Generative Adversarial Network for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2020

Multispectral Change Detection With Bilinear Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2020

Multiscale CNNs Ensemble Based Self-Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2020

Retinal optical coherence tomography image classification with label smoothing generative adversarial network.
Neurocomputing, 2020

Multiscale Sparsifying Transform Learning for Image Denoising.
CoRR, 2020

Hybrid first and second order attention Unet for building segmentation in remote sensing images.
Sci. China Inf. Sci., 2020

Disentanglement Network for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Multiscale Feature Extraction with Gaussian Curvature Filter for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Learning a Low Tensor-Train Rank Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., 2019

Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification.
IEEE Trans. Medical Imaging, 2019

Weighted Tensor Rank-1 Decomposition for Nonlocal Image Denoising.
IEEE Trans. Image Process., 2019

Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Deep Learning for Hyperspectral Image Classification: An Overview.
IEEE Trans. Geosci. Remote. Sens., 2019

Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Classification With Squeeze Multibias Network.
IEEE Trans. Geosci. Remote. Sens., 2019

Tensor Completion via Nonlocal Low-Rank Regularization.
IEEE Trans. Cybern., 2019

Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network.
IEEE Signal Process. Lett., 2019

Hyperspectral Image Classification with Multi-Scale Feature Extraction.
Remote. Sens., 2019

Hyperspectral image classification with a class-dependent spatial-spectral mixed metric.
Pattern Recognit. Lett., 2019

Deep Hashing Neural Networks for Hyperspectral Image Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2019

Iterative fusion convolutional neural networks for classification of optical coherence tomography images.
J. Vis. Commun. Image Represent., 2019

Local comparison of cup to disc ratio in right and left eyes based on fusion of color fundus images and OCT B-scans.
Inf. Fusion, 2019

Multispectral and hyperspectral image fusion with spatial-spectral sparse representation.
Inf. Fusion, 2019

Multiple convolutional layers fusion framework for hyperspectral image classification.
Neurocomputing, 2019

Three-dimensional optical coherence tomography image denoising through multi-input fully-convolutional networks.
Comput. Biol. Medicine, 2019

High-Order Self-Attention Network for Remote Sensing Scene Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Deep Hyperspectral Image Sharpening.
IEEE Trans. Neural Networks Learn. Syst., 2018

Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization.
IEEE Trans. Image Process., 2018

Hyperspectral Image Classification With Deep Feature Fusion Network.
IEEE Trans. Geosci. Remote. Sens., 2018

Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling.
IEEE Trans. Geosci. Remote. Sens., 2018

Contextual Online Dictionary Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation.
IEEE Trans. Geosci. Remote. Sens., 2018

Extinction Profiles Fusion for Hyperspectral Images Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Hyperspectral Image Classification via Weighted Joint Nearest Neighbor and Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Deformable Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2018

Classification of hyperspectral images via weighted spatial correlation representation.
J. Vis. Commun. Image Represent., 2018

Super-resolution of hyperspectral image via superpixel-based sparse representation.
Neurocomputing, 2018

Three-dimensional Optical Coherence Tomography Image Denoising via Multi-input Fully-Convolutional Networks.
CoRR, 2018

Hyperspectral Image Denoising With Group Sparse and Low-Rank Tensor Decomposition.
IEEE Access, 2018

A Novel Nonconvex Sparsity Measure for Hyperspectral Images Restoration.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Similarity-Preserving Deep Features for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fusing Information from Subpixel to Superpixel for Hyperspectral Anomaly Detection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Covariance Matrix Based Feature Fusion for Scene Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Segmentation Based Sparse Reconstruction of Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging, 2017

Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation.
IEEE Trans. Instrum. Meas., 2017

From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Adaptive Spectral-Spatial Compression of Hyperspectral Image With Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2017

Multiscale Superpixel-Based Sparse Representation for Hyperspectral Image Classification.
Remote. Sens., 2017

Pixel-level image fusion: A survey of the state of the art.
Inf. Fusion, 2017

Hyperspectral images classification by fusing extinction profiles feature.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Spectral-spatial online dictionary learning for hyperspectral image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral Image Super-Resolution via Non-local Sparse Tensor Factorization.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Spectral-Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2016

Set-to-Set Distance-Based Spectral-Spatial Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016

Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Decision fusion of pixel-level and superpixel-level hyperspectral image classifiers.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Non-local sparse representation for hyperspectral image super-resolution.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2015

Robust Object Tracking Based on Principal Component Analysis and Local Sparse Representation.
IEEE Trans. Instrum. Meas., 2015

Face Recognition by Exploiting Local Gabor Features With Multitask Adaptive Sparse Representation.
IEEE Trans. Instrum. Meas., 2015

Extended Random Walker-Based Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Spectral-Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model.
IEEE Trans. Geosci. Remote. Sens., 2015

Classification of Hyperspectral Images by Exploiting Spectral-Spatial Information of Superpixel via Multiple Kernels.
IEEE Trans. Geosci. Remote. Sens., 2015

High resolution visible image completion of urban region using corresponding hyperspectral image.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Spectral-spatial hyperspectral image classification via superpixel merging and sparse representation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Superpixel-based composite kernel for hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Spectral-Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2014

Spectral-spatial hyperspectral classification via shape-adaptive sparse representation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hyperspectral Image Classification by Exploiting the Spectral-Spatial Correlations in the Sparse Coefficients.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

Spectral-Spatial Hyperspectral Image Classification Using Superpixel and Extreme Learning Machines.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2013
Fast Acquisition and Reconstruction of Optical Coherence Tomography Images via Sparse Representation.
IEEE Trans. Medical Imaging, 2013

Remote Sensing Image Fusion via Sparse Representations Over Learned Dictionaries.
IEEE Trans. Geosci. Remote. Sens., 2013

Simultaneous image fusion and super-resolution using sparse representation.
Inf. Fusion, 2013

2012
Signal Denoising With Random Refined Orthogonal Matching Pursuit.
IEEE Trans. Instrum. Meas., 2012

Group-Sparse Representation With Dictionary Learning for Medical Image Denoising and Fusion.
IEEE Trans. Biomed. Eng., 2012

An Efficient Dictionary Learning Algorithm and Its Application to 3-D Medical Image Denoising.
IEEE Trans. Biomed. Eng., 2012

Multitemporal Image Change Detection Using a Detail-Enhancing Approach With Nonsubsampled Contourlet Transform.
IEEE Geosci. Remote. Sens. Lett., 2012

2011
Multitemporal image change detection with compressed sparse representation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
An efficient learned dictionary and its application to non-local denoising.
Proceedings of the International Conference on Image Processing, 2010


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