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

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

(2020) Fulin Luo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Graph Convolutional Autoencoder and Fully-Connected Autoencoder with Attention Mechanism Based Method for Predicting Drug-Disease Associations

(2020) Ping Xuan et al.   IEEE Journal of Biomedical and Health Informatics

Local adaptive joint sparse representation for hyperspectral image classification

(2019) Jiangtao Peng et al.   NEUROCOMPUTING

Double-Branch Multi-Attention Mechanism Network for Hyperspectral Image Classification

(2019) Wenping Ma et al.   Remote Sensing

Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification

(2019) Fulin Luo et al.   IEEE Geoscience and Remote Sensing Letters

Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis

(2019) Xi Wang et al.   IEEE Transactions on Cybernetics

Motion-Aware Rapid Video Saliency Detection

(2019) Fang Guo et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

(2018) Junjun Jiang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Recent Advances on Spectral–Spatial Hyperspectral Image Classification: An Overview and New Guidelines

(2018) Lin He et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework

(2018) Zilong Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Superpixel-Based Unsupervised Band Selection for Classification of Hyperspectral Images

(2018) Chen Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Context-Aware Local Binary Feature Learning for Face Recognition

(2018) Yueqi Duan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

(2018) Jaime Zabalza et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

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

(2018) Tong Qiao et al.   PATTERN RECOGNITION

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

(2018) Fulin Luo et al.   IEEE Transactions on Cybernetics

Spectral-Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification

(2018) Sen Jia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A survey on Laplacian eigenmaps based manifold learning methods

(2018) Bo Li et al.   NEUROCOMPUTING

Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction

(2017) Danfeng Hong et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multimorphological Superpixel Model for Hyperspectral Image Classification

(2017) Tianzhu Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis

(2017) Tong Qiao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Local Geometric Structure Feature for Dimensionality Reduction of Hyperspectral Imagery

(2017) Fulin Luo et al.   Remote Sensing

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

(2017) Ying Li et al.   Remote Sensing

Extinction Profiles for the Classification of Remote Sensing Data

(2016) Pedram Ghamisi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

(2015) Jaime Zabalza et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spectral–Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model

(2015) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging

(2015) Jaime Zabalza et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Horror Image Recognition Based on Context-Aware Multi-Instance Learning

(2015) Bing Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Segmented minimum noise fraction transformation for efficient feature extraction of hyperspectral images

(2015) Guan Lixin et al.   PATTERN RECOGNITION

Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

(2014) Jaime Zabalza et al.   IEEE Geoscience and Remote Sensing Letters

Dimensionality Reduction of Hyperspectral Images Based on Robust Spatial Information Using Locally Linear Embedding

(2014) Yu Fang et al.   IEEE Geoscience and Remote Sensing Letters

SEEDS: Superpixels Extracted Via Energy-Driven Sampling

(2014) Michael Van den Bergh et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Novel Folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing

(2014) Jaime Zabalza et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improved sparse representation using adaptive spatial support for effective target detection in hyperspectral imagery

(2013) Chunhui Zhao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Singular spectrum analysis for image processing

(2013) Licesio J. Rodríguez-Aragón et al.   Statistics and Its Interface

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Progressive Band Dimensionality Expansion and Reduction Via Band Prioritization for Hyperspectral Imagery

(2010) Chein-I Chang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Empirical Mode Decomposition of Hyperspectral Images for Support Vector Machine Classification

(2010) Begüm Demir et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Morphological Attribute Profiles for the Analysis of Very High Resolution Images

(2010) Mauro Dalla Mura et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis

(2009) T.V. Bandos et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Limitations of Principal Components Analysis for Hyperspectral Target Recognition

(2008) Saurabh Prasad et al.   IEEE Geoscience and Remote Sensing Letters

Improved Classification of VHR Images of Urban Areas Using Directional Morphological Profiles

(2008) Rik Bellens et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification

(2008) Baofeng Guo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Ash decline assessment in emerald ash borer-infested regions: A test of tree-level, hyperspectral technologies

(2008) Jennifer Pontius et al.   REMOTE SENSING OF ENVIRONMENT