Lianru Gao

Orcid: 0000-0003-3888-8124

According to our database1, Lianru Gao authored at least 221 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
Eigenimage2Eigenimage (E2E): A Self-Supervised Deep Learning Network for Hyperspectral Image Denoising.
IEEE Trans. Neural Networks Learn. Syst., November, 2024

PID-HLfusion: Pluggable Progressive Illumination Driven Hyperspectral and LiDAR Data Fusion Considering Crossmodal Geometric Structures.
IEEE Trans. Instrum. Meas., 2024

Eigen-CNN: Eigenimages Plus Eigennoise Level Maps Guided Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2024

Non-Local Similarity-Based Attentive Graph Convolution Network for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024

Hyperspectral Image Change Detection Based on Gated Spectral-Spatial-Temporal Attention Network With Spectral Similarity Filtering.
IEEE Trans. Geosci. Remote. Sens., 2024

Unsupervised Hyperspectral and Multispectral Image Fusion With Deep Spectral-Spatial Collaborative Constraint.
IEEE Trans. Geosci. Remote. Sens., 2024

Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

A Point-Set Topology-Based Information Entropy Estimation Method for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Hyperbolic Space-Based Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2024

HADGSM: A Unified Nonconvex Framework for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Cross-Semantic Heterogeneous Modeling Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Model-Informed Multistage Unsupervised Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024

GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

A Fast Target Detection Model for Remote Sensing Images Leveraging Roofline Analysis on Edge Computing Devices.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Hyperspectral Simultaneous Anomaly Detection and Denoising: Insights From Integrative Perspective.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Shape-Sensitive Feature Extraction for Large-Aspect-Ratio Object Detection.
IEEE Geosci. Remote. Sens. Lett., 2024

Global Feature-Injected Blind-Spot Network for Hyperspectral Anomaly Detection.
IEEE Geosci. Remote. Sens. Lett., 2024

Cross-Modal Feature Fusion and Interaction Strategy for CNN-Transformer-Based Object Detection in Visual and Infrared Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2024

GRetNet: Gaussian Retentive Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

SpectralKAN: Kolmogorov-Arnold Network for Hyperspectral Images Change Detection.
CoRR, 2024

MTSANet: Multi-Head Two-Stream Attention Networks for Unsupervised Hyperspectral Image Super-Resolution.
Proceedings of the IGARSS 2024, 2024

Adaptive Endmembers Learning-Based Deep Unmixing Network for Hyperspectral Change Detection.
Proceedings of the IGARSS 2024, 2024

Information Entropy Estimation Based on Point-Set Topology for Hyperspectral Anomaly Detection.
Proceedings of the IGARSS 2024, 2024

Hyperspectral Image Classification via Inverse Mahalanobis Attention Network.
Proceedings of the IGARSS 2024, 2024

DAMS: Dilated Attention with Multi-Stream Learning for Super-Resolution of Hyperspectral Remote Sensing Images.
Proceedings of the IGARSS 2024, 2024

Primary Modality Guided Multimodal Change Detection.
Proceedings of the IGARSS 2024, 2024

2023
Frequency-to-spectrum mapping GAN for semisupervised hyperspectral anomaly detection.
CAAI Trans. Intell. Technol., December, 2023

NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification.
IEEE Trans. Cybern., October, 2023

FFN: Fountain Fusion Net for Arbitrary-Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

A Lightweight Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

HI<sup>2</sup>D<sup>2</sup>FNet: Hyperspectral Intrinsic Image Decomposition Guided Data Fusion Network for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

A Semi-Supervised Domain Alignment Transformer for Hyperspectral Images Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Information Retrieval With Chessboard-Shaped Topology for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Sparse Unmixing via Nonconvex Shrinkage Penalties.
IEEE Trans. Geosci. Remote. Sens., 2023

X-Shaped Interactive Autoencoders With Cross-Modality Mutual Learning for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2023

BS<sup>3</sup>LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Anomaly Detection Based on Chessboard Topology.
IEEE Trans. Geosci. Remote. Sens., 2023

Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2023

Multimodal Attention-Aware Convolutional Neural Networks for Classification of Hyperspectral and LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Hyperspectral Anomaly Detection Via Nonconvex Low-Rank Representation.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

A New Unsupervised Network for Hyperspectral and Multispectral Image Fusion.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Unsupervised Dynamic Convolutional Neural Network Model for Hyperspectral and Multispectral Image Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Interactive Autoencoders With Degradation Constraint For Hyperspectral Super-Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst., 2022

Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations.
IEEE Trans. Geosci. Remote. Sens., 2022

NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Spectral-Spatial-Temporal Transformers for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Ensemble-Based Information Retrieval With Mass Estimation for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Siamese Transformer Network for Hyperspectral Image Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Endmember Purification With Affine Simplicial Cone Model.
IEEE Trans. Geosci. Remote. Sens., 2022

SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers.
IEEE Trans. Geosci. Remote. Sens., 2022

Multimodal Hyperspectral Unmixing: Insights From Attention Networks.
IEEE Trans. Geosci. Remote. Sens., 2022

Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Ensemble CNN Method Based on Sample Expansion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

AutoNAS: Automatic Neural Architecture Search for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

Progress and Challenges in Intelligent Remote Sensing Satellite Systems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Subfeature Ensemble-Based Hyperspectral Anomaly Detection Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Hyperspectral Image Denoising via Low-Rank Representation and CNN Denoiser.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Multilayer Cascade Screening Strategy for Semi-Supervised Change Detection in Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation.
IEEE Geosci. Remote. Sens. Lett., 2022

Graph-Cut-Based Collaborative Node Embeddings for Hyperspectral Images Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Deep Unsupervised Blind Hyperspectral and Multispectral Data Fusion.
IEEE Geosci. Remote. Sens. Lett., 2022

Learning Locality-Constrained Sparse Coding for Spectral Enhancement of Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2022

Deep Encoder-Decoder Networks for Classification of Hyperspectral and LiDAR Data.
IEEE Geosci. Remote. Sens. Lett., 2022

Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022

Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review.
CoRR, 2022

Transferable network with Siamese architecture for anomaly detection in hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Deep learning in multimodal remote sensing data fusion: A comprehensive review.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Hyperspectral Sparse Unmixing Via Firm Thresholding Mapping.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Graph-Cut-Based Node Embedding for Dimensionality Reduction and Classification of Hyperspectral Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multimodal Hyperspectral Unmixing via Attention Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution.
IEEE Trans. Geosci. Remote. Sens., 2021

Target Detection Through Tree-Structured Encoding for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Physically Constrained Transfer Learning Through Shared Abundance Space for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Graph Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Multiscale Residual Network With Mixed Depthwise Convolution for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning.
IEEE Trans. Geosci. Remote. Sens., 2021

Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks.
IEEE Trans. Geosci. Remote. Sens., 2021

Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks.
IEEE Trans. Geosci. Remote. Sens., 2021

Enhanced-Random-Feature-Subspace-Based Ensemble CNN for the Imbalanced Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Pixel Cluster CNN and Spectral-Spatial Fusion Algorithm for Hyperspectral Image Classification With Small-Size Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

An Improved Aggregated-Mosaic Method for the Sparse Object Detection of Remote Sensing Imagery.
Remote. Sens., 2021

Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China.
Remote. Sens., 2021

Hyperspectral Image Classification Based on Adjacent Constraint Representation.
IEEE Geosci. Remote. Sens. Lett., 2021

Deep Half-Siamese Networks for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2021

Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data.
Inf. Sci., 2021

Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
CoRR, 2021

Mask DeepLab: End-to-end image segmentation for change detection in high-resolution remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2021

A Novel Classification Framework for Hyperspectral Image Classification Based on Multiscale Spectral-Spatial Convolutional Network.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

A Novel Classification Framework for Hyperspectral Image Classification Based on Multi-Scale Dense Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Ensemble CNN with Enhanced Feature Subspaces for Imbalanced Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening Strategy.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

2020
Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN.
IEEE Trans. Cybern., 2020

Neighborhood Activity-Driven Representation for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Hyperspectral Imagery Classification Based on Multiscale Superpixel-Level Constraint Representation.
Remote. Sens., 2020

Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps.
Remote. Sens., 2020

A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data.
Remote. Sens., 2020

Hyperspectral Image Classification Based on a Shuffled Group Convolutional Neural Network with Transfer Learning.
Remote. Sens., 2020

Data-augmented matched subspace detector for hyperspectral subpixel target detection.
Pattern Recognit., 2020

Subspace-based multitask learning framework for hyperspectral imagery classification.
Multim. Tools Appl., 2020

Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2020

Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification.
CoRR, 2020

RARA: Dataflow Based Error Compensation Methods with Runtime Accuracy-Reconfigurable Adder.
Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

Superpixel-Level Constraint Representation for Hyperspectral Imagery Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Background Refinement Collaborative Representation Method with Saliency Weight for Hyperspectral Anomaly Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Multi-GPU Based Parallel Design of the Ant Colony Optimization Algorithm for Endmember Extraction from Hyperspectral Images.
Sensors, 2019

Incorporating Negative Sample Training for Ship Detection Based on Deep Learning.
Sensors, 2019

Ship Classification Based on Multifeature Ensemble with Convolutional Neural Network.
Remote. Sens., 2019

Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms.
Remote. Sens., 2019

Water Body Extraction from Very High Spatial Resolution Remote Sensing Data Based on Fully Convolutional Networks.
Remote. Sens., 2019

Transferred Multi-Perception Attention Networks for Remote Sensing Image Super-Resolution.
Remote. Sens., 2019

Multiscale Spatial-Spectral Convolutional Network with Image-Based Framework for Hyperspectral Imagery Classification.
Remote. Sens., 2019

Automatic Detection of Track and Fields in China from High-Resolution Satellite Images Using Multi-Scale-Fused Single Shot MultiBox Detector.
Remote. Sens., 2019

MSDH: Matched subspace detector with heterogeneous noise.
Pattern Recognit. Lett., 2019

Separable-spectral convolution and inception network for hyperspectral image super-resolution.
Int. J. Mach. Learn. Cybern., 2019

An Entropy and MRF Model-Based CNN for Large-Scale Landsat Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019

Approximate computing for onboard anomaly detection from hyperspectral images.
J. Real Time Image Process., 2019

FPGA implementation of a maximum simplex volume algorithm for endmember extraction from remotely sensed hyperspectral images.
J. Real Time Image Process., 2019

A nonlinear and explicit framework of supervised manifold-feature extraction for hyperspectral image classification.
Neurocomputing, 2019

Bilinear normal mixing model for spectral unmixing.
IET Image Process., 2019

Morphological Analysis for Banana Disease Detection in Close Range Hyperspectral Remote Sensing Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Multisource Remote Sensing Data Classification Based on Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2018

Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Group Sparse Representation Based on Nonlocal Spatial and Local Spectral Similarity for Hyperspectral Imagery Classification.
Sensors, 2018

High-Resolution Aerial Imagery Semantic Labeling with Dense Pyramid Network.
Sensors, 2018

Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network.
Remote. Sens., 2018

An Improved Spatial and Temporal Reflectance Unmixing Model to Synthesize Time Series of Landsat-Like Images.
Remote. Sens., 2018

Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2018

FPGA implementation of collaborative representation algorithm for real-time hyperspectral target detection.
J. Real Time Image Process., 2018

A real-time unsupervised background extraction-based target detection method for hyperspectral imagery.
J. Real Time Image Process., 2018

Special issue on advances in real-time image processing for remote sensing.
J. Real Time Image Process., 2018

Deep CNN With Multi-Scale Rotation Invariance Features for Ship Classification.
IEEE Access, 2018

Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping.
IEEE Access, 2018

Constraint Non-Negative Matrix Factorization With Sparseness and Piece wise Smoothness for Hyperspectral Unmixing.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Global Spatial and Local Spectral Similarity-Based Group Sparse Representation for Hyperspectral Imagery Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Potential Analysis of Feature Extraction Based Quick Response for Environmental Change with Social Media Photos.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Ship Detection Without Sea-Land Segmentation for Large-Scale High-Resolution Optical Satellite Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

CNN-based Large Scale Landsat Image Classification.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification.
Remote. Sens., 2017

A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping.
Remote. Sens., 2017

Multiscale Superpixel-Level Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

Locality Sensitive Discriminant Analysis for Group Sparse Representation-Based Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

A new kernel method for hyperspectral image feature extraction.
Geo spatial Inf. Sci., 2017

Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonlinear hyperspectral unmixing based on normalized P-linear algorithm.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusion of multi-scale hyperspectral and lidar features for tree species mapping.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A quantitative and comparative analysis of different preprocessing implementations of DPSO: a robust endmember extraction algorithm.
Soft Comput., 2016

Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields.
Remote. Sens., 2016

Orthogonal polynomial function fitting for hyperspectral data representation and discrimination.
Pattern Recognit. Lett., 2016

Region-Based Estimate of Endmember Variances for Hyperspectral Image Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2016

Improved discrete swarm intelligence algorithms for endmember extraction in hyperspectral remote sensing image.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

GPU implementation of ant colony optimization-based band selections for hyperspectral data classification.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

An optimized method of kernel minimum noise fraction for dimensionality reduction of hyperspectral imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Spectral-spatial classification based on subspace support vector machine and Markov random field.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A comparative study of coastline changes at Tampa Bay and Xiangshan Harbor during the last 30 years.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Particle swarm optimization for nonlinear spectral unmixing: A case study of generalized bilinear model.
Proceedings of the 12th International Conference on Natural Computation, 2016

A particle swarm optimization algorithm for unmixing the polynomial post-nonlinear mixing model.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Dual-Mode FPGA Implementation of Target and Anomaly Detection Algorithms for Real-Time Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

An Endmember Extraction Method Based on Artificial Bee Colony Algorithms for Hyperspectral Remote Sensing Images.
Remote. Sens., 2015

Adjusted Spectral Matched Filter for Target Detection in Hyperspectral Imagery.
Remote. Sens., 2015

Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015

Swarm intelligence: A reliable solution for extracting endmembers from hyperspectral imagery.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

A hyperspectral image spectral unmixing method integrating slic superpixel segmentation.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Improvement of linear spectral emissivity constraint method for temperature and emissivity separation of hyperspectral thermal infrared data.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

An empirical study of urban mapping in a chain approach.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Requirements and optimization of sensor parameters for mineral extraction.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

FPGA implementation of a maximum volume algorithm for endmember extraction from hyperspectral imagery.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

2014
PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model.
IEEE Trans. Geosci. Remote. Sens., 2014

Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Analysis of the Proportion of Surface Reflected Radiance in Mid-Infrared Absorption Bands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Optical classification of optically complex waters around China.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Edge constrained MRF method for classification of hyperspectral imagery.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

The identification of altered rock in vegetation-covered area using hyperspectral remote sensing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Improvements in the Ant Colony Optimization Algorithm for Endmember Extraction From Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Hyperspectral Imagery Clustering With Neighborhood Constraints.
IEEE Geosci. Remote. Sens. Lett., 2013

Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data.
EURASIP J. Adv. Signal Process., 2013

An improved Expectation Maximization algorithm for hyperspectral image classification.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Ant colony optimization for supervised and unsupervised hyperspectral band selection.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2012
Real-time target detection in hyperspectral images based on spatial-spectral information extraction.
EURASIP J. Adv. Signal Process., 2012

GPU implementation of Ant Colony Optimization algorithm for endmember extraction from hyperspectral image.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A comparative study on noise estimation for hyperspectral imagery.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

2011
Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Discrete Particle Swarm Optimization Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2011

Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Ant Colony Optimization (ACO) Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2011

Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011

Study on the issue of noise estimation in dimension reduction of hyperspectral images.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Rapid detection of collapsed built-up structures using postevent VHR in earthquake-affected areas.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2009
A maximum noise fraction transform with improved noise estimation for hyperspectral images.
Sci. China Ser. F Inf. Sci., 2009

A Polarimetric Sea Surface Backscattering Model.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Image Quality Evaluation on Chinese First Earth Observation Hyperspectral Satellite.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A Study on Spectral Characteristics Extraction using Fourier Approximation Theory.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Exposure Adjustment of Satellite Cameras.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Classification of Coastal Zone based on Decision Tree and PPI.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

New Thoughts for Onboard Compression of Satellite Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
A New Operational Method for Estimating Noise in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2008

2005
Small satellite constellation for disaster monitoring in China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Cross-calibration of EO-1 MODIS to SZ-3 CMODIS using Dunhuang test site.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Study on the spectral characteristics of building materials covered by different paint.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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