Hyperspectral Image Classification Based on Fusing S3-PCA, 2D-SSA and Random Patch Network

Experimental and numerical investigation on self-propulsion performance of polar merchant ship in brash ice channel

(2023) Chang Xie et al.   OCEAN ENGINEERING

An enhanced distributed differential evolution algorithm for portfolio optimization problems

(2023) Yingjie Song et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Adaptive cylinder vector particle swarm optimization with differential evolution for UAV path planning

(2023) Chen Huang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Fine-Tuning Based Approach for Daily Activity Recognition between Smart Homes

(2023) Yunqian Yu et al.   Applied Sciences-Basel

Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals

(2023) Jian Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-strategy competitive-cooperative co-evolutionary algorithm and its application

(2023) Xiangbing Zhou et al.   INFORMATION SCIENCES

Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network

(2023) Xingkai Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

FGDAE: A new machinery anomaly detection method towards complex operating conditions

(2023) Shen Yan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images

(2023) Xian Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Automatic Assessment of Depression and Anxiety through Encoding Pupil-wave from HCI in VR Scenes

(2022) Mi Li et al.   ACM Transactions on Multimedia Computing Communications and Applications

A machine learning-based method for prediction of ship performance in ice: Part I. ice resistance

(2022) Qianyang Sun et al.   MARINE STRUCTURES

Broken ice circumferential crack estimation via image techniques

(2022) Jinyan Cai et al.   OCEAN ENGINEERING

The impact of hyperglycaemic crisis episodes on long-term outcomes for inpatients presenting with acute organ injury: A prospective, multicentre follow-up study

(2022) Zixiao Duan et al.   Frontiers in Endocrinology

A Clinical-Oriented Non-Severe Depression Diagnosis Method Based on Cognitive Behavior of Emotional Conflict

(2022) Mi Li et al.   IEEE Transactions on Computational Social Systems

Underactuated control and analysis of single blade installation using a jackup installation vessel and active tugger line force control

(2022) Zhengru Ren et al.   MARINE STRUCTURES

Data Augmentation and Intelligent Fault Diagnosis of Planetary Gearbox Using ILoFGAN Under Extremely Limited Samples

(2022) Mingzhi Chen et al.   IEEE TRANSACTIONS ON RELIABILITY

Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion

(2021) Jize Xue et al.   IEEE Transactions on Neural Networks and Learning Systems

Distinguishing cyanobacteria from algae in optically complex inland waters using a hyperspectral radiative transfer inversion algorithm

(2020) Mark William Matthews et al.   REMOTE SENSING OF ENVIRONMENT

Land-cover classification with high-resolution remote sensing images using transferable deep models

(2019) Xin-Yi Tong et al.   REMOTE SENSING OF ENVIRONMENT

Discriminative Marginalized Least-Squares Regression for Hyperspectral Image Classification

(2019) Yuxiang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

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

Hyperspectral image classification via a random patches network

(2018) Yonghao Xu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY 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

Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

(2016) Yanfeng Gu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

(2016) Wenzhi Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Novel Ranking-Based Clustering Approach for Hyperspectral Band Selection

(2016) Sen Jia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking

(2016) Qi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

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

Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles

(2015) Junshi Xia 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

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

(2015) Guan Lixin et al.   PATTERN RECOGNITION

Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging

(2014) Jaime Zabalza et al.   APPLIED OPTICS

Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

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

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

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery

(2013) Hongyan Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Advances in Spectral-Spatial Classification of Hyperspectral Images

(2012) M. Fauvel et al.   PROCEEDINGS OF THE IEEE

Unsupervised Hyperspectral Band Selection Using Graphics Processing Units

(2011) He Yang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

(2011) Lefei Zhang 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

Similarity-Based Unsupervised Band Selection for Hyperspectral Image Analysis

(2008) Qian Du et al.   IEEE Geoscience and Remote Sensing Letters