Shaohui Mei

Orcid: 0000-0002-8018-596X

According to our database1, Shaohui Mei authored at least 144 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
A Novel Center-Boundary Metric Loss to Learn Discriminative Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Unsupervised Pansharpening Based on Double-Cycle Consistency.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
EFP-Net: A Novel Building Change Detection Method Based on Efficient Feature Fusion and Foreground Perception.
Remote. Sens., November, 2023

Multi-scale deep feature fusion based sparse dictionary selection for video summarization.
Signal Process. Image Commun., October, 2023

Multi-Level Adversarial Spatio-Temporal Learning for Footstep Pressure Based FoG Detection.
IEEE J. Biomed. Health Informatics, August, 2023

Attention-Enhanced Generative Adversarial Network for Hyperspectral Imagery Spatial Super-Resolution.
Remote. Sens., July, 2023

A Spectral-Spatial Transformer Fusion Method for Hyperspectral Video Tracking.
Remote. Sens., April, 2023

BiTSRS: A Bi-Decoder Transformer Segmentor for High-Spatial-Resolution Remote Sensing Images.
Remote. Sens., February, 2023

A Remote-Vision-Based Safety Helmet and Harness Monitoring System Based on Attribute Knowledge Modeling.
Remote. Sens., January, 2023

Exploring Uni-Modal Feature Learning on Entities and Relations for Remote Sensing Cross-Modal Text-Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023

Multiscale and Cross-Level Attention Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Reconstruction-Assisted and Distance-Optimized Adversarial Training: A Defense Framework for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Lightweight Multiresolution Feature Fusion Network for Spectral Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2023

Rotation-Invariant Feature Learning via Convolutional Neural Network With Cyclic Polar Coordinates Convolutional Layer.
IEEE Trans. Geosci. Remote. Sens., 2023

Spectral Correlation-Based Diverse Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Rethinking Transformers for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

CBA: Contextual Background Attack Against Optical Aerial Detection in the Physical World.
IEEE Trans. Geosci. Remote. Sens., 2023

Global to Local: A Scale-Aware Network for Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Hierarchical Feature Fusion of Transformer With Patch Dilating for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Configurable 2D-3D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Assessing Full-Resolution Pansharpening Quality: A Comparative Study of Methods and Measurements.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Attention-Aware Deep Feature Embedding for Remote Sensing Image Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Semi-Supervised Person Detection in Aerial Images with Instance Segmentation and Maximum Mean Discrepancy Distance.
Remote. Sens., 2023

Robust Signature-Based Hyperspectral Target Detection Using Dual Networks.
IEEE Geosci. Remote. Sens. Lett., 2023

A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking.
CoRR, 2023

HSPTrack: Hyperspectral Sequence Prediction Tracker with Transformers.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

MMGLOTS: Multi-Modal Global-Local Transformer Segmentor for Remote Sensing Image Segmentation.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

RIFormer: Learning Rotation-Invariant Features Via Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Contextual Adversarial Attack Against Aerial Detection in The Physical World.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

RGB-Infrared Paired-Images Generation Based on Feature Disentangle and Cross-Modality Reconstruction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Graph Convolutional Dictionary Selection With L₂<sub>, </sub>ₚ Norm for Video Summarization.
IEEE Trans. Image Process., 2022

Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Spectral Variation Augmented Representation for Hyperspectral Imagery Classification With Few Labeled Samples.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Classification Using Attention-Based Bidirectional Long Short-Term Memory Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization.
IEEE Trans. Geosci. Remote. Sens., 2022

Benchmarking Adversarial Patch Against Aerial Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Finding Nonrigid Tiny Person With Densely Cropped and Local Attention Object Detector Networks in Low-Altitude Aerial Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Fusion-Based Defogging Algorithm.
Remote. Sens., 2022

Spectral Variability Augmented Two-Stream Network for Hyperspectral Sparse Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022

Extended Collaborative Representation-Based Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Learning hyperspectral images from RGB images via a coarse-to-fine CNN.
Sci. China Inf. Sci., 2022

Spectral-Spatial-Aware Transformer Fusion Network For Hyperspectral Object Tracking.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Diversity Measurement-Based Meta-Learning for Few-Shot Object Detection of Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Reconstructing Hyperspectral Images from RGB Inputs Based on Intrinsic Image Decomposition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Gaussian Information Entropy based band Reduction for Unsupervised Hyperspectral Video Tracking.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Hyperspectral Image Classification Using Hierarchical Spatial-Spectral Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Semantic Segmentation of High-Resolution Remote Sensing Images Using an Improved Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Patch Based Video Summarization With Block Sparse Representation.
IEEE Trans. Multim., 2021

Keyframe Extraction From Laparoscopic Videos via Diverse and Weighted Dictionary Selection.
IEEE J. Biomed. Health Informatics, 2021

Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Image Process., 2021

Rotation-Invariant Feature Learning in VHR Optical Remote Sensing Images via Nested Siamese Structure With Double Center Loss.
IEEE Trans. Geosci. Remote. Sens., 2021

Similarity Based Block Sparse Subset Selection for Video Summarization.
IEEE Trans. Circuits Syst. Video Technol., 2021

Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network.
IEEE Trans. Computational Imaging, 2021

Spectral-Spatial Constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Remote Sensing Scene Classification Using Sparse Representation-Based Framework With Deep Feature Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Novel Compressive Sensing-Based Multichannel HRWS SAR Imaging Technique for Moving Targets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Dual-Weighted Kernel Extreme Learning Machine for Hyperspectral Imagery Classification.
Remote. Sens., 2021

Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images.
CoRR, 2021

Keyframe Extraction from Motion Capture Sequences with Graph based Deep Reinforcement Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Siammraan: Siamese Multi-Level Residual Attention Adaptive Network for Hyperspectral Videos Tracking.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Hyperspectral Imagery Super-Resolution Based on Self-Calibrated Attention Residual Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation.
IEEE J. Biomed. Health Informatics, 2020

Spatial and Spectral Joint Super-Resolution Using Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2020

Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Novel UAV Sensing Image Defogging Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries.
IEEE Geosci. Remote. Sens. Lett., 2020

Video summarization via block sparse dictionary selection.
Neurocomputing, 2020

Spatial Resolution Enhancement of Remote Sensing Hyperspectral Images With Localized Spatial-Spectral Dictionary Pair.
IEEE Access, 2020

Rotation-Invariant Feature Learning for Object Detection in VHR Optical Remote Sensing Images by Double-Net.
IEEE Access, 2020

2019
Unsupervised Spatial-Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Local Spectral Similarity Preserving Regularized Robust Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2019

Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Robust video summarization using collaborative representation of adjacent frames.
Multim. Tools Appl., 2019

Person Re-Identification With Joint Verification and Identification of Identity-Attribute Labels.
IEEE Access, 2019

Video Summarization via Nonlinear Sparse Dictionary Selection.
IEEE Access, 2019

Sensor-specific Transfer Learning for Hyperspectral Image Processing.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

A Novel Algorithm for HRRP Target Recognition Based on CNN.
Proceedings of the IoT as a Service - 5th EAI International Conference, 2019

Local Sparse Representation Based Spatial Preprocessing For Endmember Extraction.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Fusing Deep Local and Global Features for Remote Sensing Image Scene Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hyperspectral Imagery Target Detection Using Collaborative Representation with Spectral Variation Extended Dictionary.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Discriminative CNN Via Metric Learning for Hyperspectral Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Decs-Net: Convolutional Self-Encoding Network for Hyperspectral Image Denoising.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Dual 1D-2D Spatial-Spectral CNN for Hyperspectral Image Super-Resolution.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Spatial Constrained Hyperspectral Reconstruction from RGB Inputs Using Dictionary Representation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hyperspectral Image Super-Resolution Classification with a Small Training Set Using Spectral Variation Extended Endmember Library.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Polar Coordinate Convolutional Neural Network: From Rotation-Invariance to Translation-Invariance.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Learning Spatial and Spectral Features VIA 2D-1D Generative Adversarial Network for Hyperspectral Image Super-Resolution.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Hyperspectral and Multispectral Image Fusion with Dual-Source Spatial-Spectral Dictionary.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Anew Pansharpening Method with Multi-Scale Structure Perception.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Low-Complexity Hyperspectral Image Compression Using Folded PCA and JPEG2000.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Feature Learning For SAR Images Using Convolutional Neural Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Pansharpening Based on Joint Gaussian Guided Upsampling.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

FPGA Based Implementation of Convolutional Neural Network for Hyperspectral Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Main Direction - An Effective Statistic for Hyperspectral Image Classification.
Proceedings of the 14th International Conference on Natural Computation, 2018

Video Summarization via Weighted Neighborhood Based Representation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Forward-Backward Nonlinear Sparse Dictionary Selection Based Video Summarization.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2017

Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network.
Remote. Sens., 2017

A novel subpixel mapping approach based on spectral unmixing for hyperspectral images.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Invariant feature extraction for image classification via multi-channel convolutional neural network.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Video summarization via temporal collaborative representation of adjacent frames.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Hyperspectral and multispectral image fusion using dual-source localized dictionary pair.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Fusing different levels of deep features by deep stacked neural network for hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonlinear kernel sparse dictionary selection for video summarization.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Hyperspectral image super-resolution via convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Exploring the influence of feature representation for dictionary selection based video summarization.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Video Summarization via Simultaneous Block Sparse Representation.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Exploring Kernel Based Spatial Context for CNN Based Hyperspectral Image Classification.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

A New Anti-blackout Communication Method Based on Carrier Aggregation of OFDMA and Frequency Diversity.
Proceedings of the Communications and Networking, 2017

Bandwidth Adaptive Image Communication via Similarity Based Auto-Selection.
Proceedings of the Communications and Networking, 2017

2016
Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett., 2016

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

How to fully explore the low-rank property for data recovery of hyperspectral images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Equivalent-Sparse Unmixing Through Spatial and Spectral Constrained Endmember Selection From an Image-Derived Spectral Library.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Video summarization via minimum sparse reconstruction.
Pattern Recognit., 2015

Endmember extraction by L2, 0 constrained sparse dictionary selection.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Resource restricted on-line Video Summarization with Minimum Sparse Reconstruction.
Proceedings of the 2015 Picture Coding Symposium, 2015

Hyperspectral and multispectral image fusion using CNMF with minimum endmember simplex volume and abundance sparsity constraints.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Onboard image selection for small-satellite based remote sensing mission.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Spatial preprocessing for spectral endmember extraction by local linear embedding.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Top-Down Approach for Video Summarization.
ACM Trans. Multim. Comput. Commun. Appl., 2014

Hyperspectral Image Resolution Enhancement Using High-Resolution Multispectral Image Based on Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2014

Unsupervised Spectral Mixture Analysis of Highly Mixed Data With Hopfield Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Optimizing Hopfield Neural Network for Spectral Mixture Unmixing on GPU Platform.
IEEE Geosci. Remote. Sens. Lett., 2014

L2, 0 constrained sparse dictionary selection for video summarization.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Iterative keyframe selection by orthogonal subspace projection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Neighborhood preserving Nonnegative Matrix Factorization for spectral mixture analysis.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Hyperspectral image classification based on iterative Support Vector Machine by integrating spatial-spectral information.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

An accurate SVM-based classification approach for hyperspectral image classification.
Proceedings of the 21st International Conference on Geoinformatics, 2013

Improving hyperspectral image classification accuracy using Iterative SVM with spatial-spectral information.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

2012
Video Summarization with Global and Local Features.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Unsupervised Spectral Mixture Analysis with Hopfield Neural Network for hyperspectral images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Unmixing approach for hyperspectral data resolution enhancement using high resolution multispectral image.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

2011
Improving Spatial-Spectral Endmember Extraction in the Presence of Anomalous Ground Objects.
IEEE Trans. Geosci. Remote. Sens., 2011

Bayesian fusion of hyperspectral and multispectral images using Gaussian scale mixture prior.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Minimum endmember-wise distance constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of hyperspectral images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Spatial Purity Based Endmember Extraction for Spectral Mixture Analysis.
IEEE Trans. Geosci. Remote. Sens., 2010

Mixture Analysis by Multichannel Hopfield Neural Network.
IEEE Geosci. Remote. Sens. Lett., 2010


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