Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery.

[BibT_eX]

[DOI]

Hang Fu

Genyun Sun

Jinchang Ren

Aizhu Zhang

Xiuping Jia

IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Multiscale Spatial Fusion and Regularization Induced Unsupervised Auxiliary Task CNN Model for Deep Super-Resolution of Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Exploring the Influence and Time Variation of Impervious Surface Materials on Urban Surface Heat Island.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Multiscale 2-D Singular Spectrum Analysis and Principal Component Analysis for Spatial-Spectral Noise-Robust Feature Extraction and Classification of Hyperspectral Images.

[BibT_eX]

[DOI]

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

Water Benefit-Based Ecological Index for Urban Ecological Environment Quality Assessments.

[BibT_eX]

[DOI]

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

Multi-Scale Mahalanobis Kernel-Based Support Vector Machine for Classification of High-Resolution Remote Sensing Images.

[BibT_eX]

[DOI]

Cogn. Comput., 2021

Hyperspectral image-based vegetation index (HSVI): A new vegetation index for urban ecological research.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2021

A Lightweight and Multi-Scale CNN Model for Land-Cover Classification with High-Resolution Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Hyperspectral Image Based Vegetation Index (HSVI): A New Vegetation Index for Urban Ecological Research.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Synergetic Use of Descending and Ascending SAR with Optical Data for Impervious Surface Mapping.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Improved Winter Wheat Spatial Distribution Extraction from High-Resolution Remote Sensing Imagery Using Semantic Features and Statistical Analysis.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2020

Local Correlation Based Data Gravitation Classification for Hyperspectral Image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multiscale Convolution Network with Region-Based Max Voting for Hyprrsprctral Imagrs Classificatton.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Superpixel Based Spatial and Temporal Adaptive Reflectance Fusion Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Winter Wheat Phenology Extraction Based on Dense Time Series of Senyinel-1A Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Synergistic Use of Optical and Dual-Polarized SAR Data With Multiple Kernel Learning for Urban Impervious Surface Mapping.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Mapping of Coastal Cities Using Optimized Spectral-Spatial Features Based Multi-Scale Superpixel Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Fusion of Multiscale Convolutional Neural Networks for Building Extraction in Very High-Resolution Images.

[BibT_eX]

[DOI]

Remote. Sens., 2019

MIMR-DGSA: Unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm.

[BibT_eX]

[DOI]

Inf. Fusion, 2019

Hyperspectral band selection using crossover-based gravitational search algorithm.

[BibT_eX]

[DOI]

IET Image Process., 2019

Clustering of Remote Sensing Imagery Using a Social Recognition-Based Multi-objective Gravitational Search Algorithm.

[BibT_eX]

[DOI]

Cogn. Comput., 2019

Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2019

Fusion Of Low-And High-Level Features For Uav Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Gravitation Based Classification Method For Hyperspectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Hyperspectral Image Classification Based on Joint Superpixel-Constrained and Weighted Sparse Representation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Combined Multiscale Convolutional Neural Networks and Superpixels for Building Extraction In Very High-Resolution Images.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Region Based Hierarchical Modelling for Effective Shadow Removal in Natural Images.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2019

Multi-level Thresholding Using Adaptive Gravitational Search Algorithm and Fuzzy Entropy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Impervious Surface Extraction from Hyperspectral Images via Superpixels Based Sparse Representation with Morphological Attributes Profiles.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

2018

A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging.

[BibT_eX]

[DOI]

Jón Atli Benediktsson

Pattern Recognit., 2018

A stability constrained adaptive alpha for gravitational search algorithm.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging.

[BibT_eX]

[DOI]

J. Frankl. Inst., 2018

Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos.

[BibT_eX]

[DOI]

Cogn. Comput., 2018

Spectral-Spatial Topographic Shadow Detection from Sentinel-2A MSI Imagery Via Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

Improving Impervious Surface Estimation by Integrating Multispectral and Nighttime Light Images.

[BibT_eX]

[DOI]

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

High-Resolution Image Classification Using the Dynamic Differential Evolutionary Algorithm Optimized Multi-scale Kernel Support Vector Machine Method.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Gravitational Search Optimized Hyperspectral Image Classification with Multilayer Perceptron.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

3-D Gabor Convolutional Neural Network for Damage Mapping from Post-earthquake High Resolution Images.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017

Evaluating Urban Land Carrying Capacity Based on the Ecological Sensitivity Analysis: A Case Study in Hangzhou, China.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Gravitation-Based Edge Detection in Hyperspectral Images.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Multi-scale segmentation of very high resolution remote sensing image based on gravitational field and optimized region merging.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2017

Combined Deep Learning and Multiscale Segmentation for Rapid High Resolution Damage Mapping.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

2016

Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas.

[BibT_eX]

[DOI]

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

Locally informed gravitational search algorithm.

[BibT_eX]