A Hyperspectral Image Classification Method Based on Weight Wavelet Kernel Joint Sparse Representation Ensemble and β-Whale Optimization Algorithm

A Hyperspectral Image Classification Method Based on Weight Wavelet Kernel Joint Sparse Representation Ensemble and β-Whale Optimization Algorithm

Joint sparse representation (JSR) is a commonly used classifier that recognizes different objects with core features extracted from images. However, the generalization ability is weak for the traditional linear kernel, and the objects with similar feature values associated with different categories...

Full description

Bibliographic Details
Main Authors:	Mingwei Wang, Zitong Jia, Jianwei Luo, Maolin Chen, Shuping Wang, Zhiwei Ye
Format:	Article
Language:	English
Published:	IEEE 2021-01-01
Series:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:	<inline-formula xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"> <tex-math notation="LaTeX">$\beta$</tex-math> </inline-formula> function ensemble learning hyperspectral image (HSI) classification joint sparse representation (JSR) wavelet kernel weight setting
Online Access:	https://ieeexplore.ieee.org/document/9345341/

Similar Items

Flexible Solar-Blind Ga<sub>2</sub>O<sub>3</sub> Ultraviolet Photodetectors With High Responsivity and Photo-to-Dark Current Ratio
by: Zhe Li, et al.
Published: (2019-01-01)

A High-Performance SiO<sub>2</sub>/SiN<italic><sub>x</sub></italic> 1-D Photonic Crystal UV Filter Used for Solar-Blind Photodetectors
by: Ruyue Yuan, et al.
Published: (2019-01-01)

Broadband and High Extinction Ratio Mode Converter Using the Tapered Hybrid Plasmonic Waveguide
by: Zhuo Cheng, et al.
Published: (2019-01-01)

A H<inline-formula> <tex-math notation="LaTeX">$_{\infty}$ </tex-math></inline-formula> PI<inline-formula> <tex-math notation="LaTeX">$_{\varepsilon}$ </tex-math></inline-formula>D-Based Observer Designed by LMI for Some Special System
by: Yong Sun, et al.
Published: (2019-01-01)

Hermite-Hadamard Type Inequalities via Exponentially (p, h)-Convex Functions
by: N. Mehreen, et al.
Published: (2020-01-01)

On a Family of Quantum Synchronizable Codes Based on the <inline-formula> <tex-math notation="LaTeX">$(\lambda(u + v)|u - v)$ </tex-math></inline-formula> Construction
by: Chao Du, et al.
Published: (2020-01-01)

A Certain Class of <italic>t</italic>-Intuitionistic Fuzzy Subgroups
by: Muhammad Gulzar, et al.
Published: (2020-01-01)

<inline-formula> <tex-math notation="LaTeX">$\ell m_p$ </tex-math></inline-formula>: A Novel Similarity Measure for Matching Local Image Descriptors
by: Guohua Lv
Published: (2018-01-01)

Polarization Enhanced GaN Avalanche Photodiodes With p-type In<sub>0.05</sub>Ga<sub>0.95</sub>N Layer
by: Haiping Wang, et al.
Published: (2020-01-01)

Precise Performance Analysis of Dual-Hop Mixed RF/Unified-FSO DF Relaying With Heterodyne Detection and Two IM-DD Channel Models
by: Omer Mahmoud Salih Al-Ebraheemy, et al.
Published: (2019-01-01)

FMCW SAR Sparse Imaging Based on Approximated Observation: An Overview on Current Technologies
by: Hui Bi, et al.
Published: (2020-01-01)

Antimagicness of <inline-formula> <tex-math notation="LaTeX">$mC_n$ </tex-math></inline-formula>-Path and Its Disjoint Union
by: Yi Hu, et al.
Published: (2019-01-01)

Iterative Reweighted Minimization for Generalized Norm/Quasi-Norm Difference Regularized Unconstrained Nonlinear Programming
by: Yi Cen, et al.
Published: (2019-01-01)

The Investigation on the Beam Spatial Intensity Distributions in the Injection-Seeded Terahertz Parametric Generator
by: Jie Zang, et al.
Published: (2019-01-01)

Theoretical Modeling of 4.3 μm Mid-Infrared Lasing in Dy<sup>3+</sup>-Doped Chalcogenide Fiber Lasers
by: Xusheng Xiao, et al.
Published: (2018-01-01)

Integrating County-Level Socioeconomic Data for COVID-19 Forecasting in the United States
by: MichaelC. Lucic, et al.
Published: (2021-01-01)

Two-Photon Fluorescence of Ca<sup>2+</sup> Migration in Mice With Vibrating Needle
by: Xiaoyue Chang, et al.
Published: (2019-01-01)

Temperature-Dependent Carrier Recombination and Efficiency Droop of AlGaN Deep Ultraviolet Light-Emitting Diodes
by: Zhangbao Peng, et al.
Published: (2020-01-01)

High-Performance Silicon 2 × 2 Thermo-Optic Switch for the 2-<inline-formula><tex-math notation="LaTeX">$\mu$</tex-math></inline-formula>m Wavelength Band
by: Li Shen, et al.
Published: (2019-01-01)

Magnon Chaos in <inline-formula><tex-math notation="LaTeX">$PT$</tex-math></inline-formula>-Symmetric Cavity Magnomechanics
by: Mei Wang, et al.
Published: (2019-01-01)

A New RAM Normalized 1<inline-formula><tex-math notation="LaTeX">$f$</tex-math></inline-formula>-WMS Technique for the Measurement of Gas Parameters in Harsh Environments and a Comparison With <inline-formula><tex-math notation="LaTeX">${2f\!/\!1f}$</tex-math></inline-formula>
by: Abhishek Upadhyay, et al.
Published: (2018-01-01)

Enhanced Electroluminescence Efficiency in Si-Nanostructure-Based Silicon-Nitride Light-Emitting Diodes via H2 Plasma Treatment
by: Zhenxu Lin, et al.
Published: (2018-01-01)

GrIP-PCA: Grassmann Iterative P-Norm Principal Component Analysis
by: Breton Minnehan, et al.
Published: (2020-01-01)

Impact of Correlation and Pointing Error on Secure Outage Performance Over Arbitrary Correlated Nakagami-<inline-formula><tex-math notation="LaTeX">$m$</tex-math></inline-formula> and <inline-formula><tex-math notation="LaTeX">$\mathcal {M}$</tex-math></inline-formula>-Turbulent Fading Mixed RF-FSO Channel
by: Sheikh Habibul Islam, et al.
Published: (2021-01-01)

Shannon Entropy for the <inline-formula><tex-math notation="LaTeX">$\mathcal {G}^0_I$</tex-math></inline-formula> Model: A New Segmentation Approach
by: Jodavid de A. Ferreira, et al.
Published: (2020-01-01)

Algebraic Characteristics of Anti-Intuitionistic Fuzzy Subgroups Over a Certain Averaging Operator
by: Dilshad Alghazzawi, et al.
Published: (2020-01-01)

Wide-Bandgap All-Inorganic CsPbIBr<sub>2</sub> Top Cells With MoO<sub>x</sub>/Ag/TeO<sub>2</sub> Composite Transparent Anode Towards Efficient Four-Terminal Perovskite/Si Tandem Solar Cells
by: Fengqin He, et al.
Published: (2021-01-01)

ECG-Based Advanced Personal Identification Study With Adjusted (Q<sub><italic>i</italic></sub> * S<sub><italic>i</italic></sub>)
by: Hoon Ko, et al.
Published: (2019-01-01)

Connectivity in Molecular Communication With Random Time Constraints
by: Dung Phuong Trinh, et al.
Published: (2019-01-01)

An Offline and Online Algorithm for All Minimal k|U| Parameter Subsets of a Soft Set Based on Integer Partition
by: Shengling Geng, et al.
Published: (2020-01-01)

A New Supervisor Synthesis Approach for Discrete-Event Systems With Infinite Behavior
by: Wei Tang, et al.
Published: (2019-01-01)

An Enhanced Regularized k-Means Type Clustering Algorithm With Adaptive Weights
by: Ziheng Wu, et al.
Published: (2020-01-01)

Amalgamations and Cycle-Antimagicness
by: Yijun Xiong, et al.
Published: (2019-01-01)

Interchange-Based Privacy Protection for Publishing Trajectories
by: Shuai Wang, et al.
Published: (2019-01-01)

Lossless <inline-formula> <tex-math notation="LaTeX">$(k,n)$ </tex-math></inline-formula>-Threshold Image Secret Sharing Based on the Chinese Remainder Theorem Without Auxiliary Encryption
by: Longlong Li, et al.
Published: (2019-01-01)

Certain Bounds Related to Multi-Parameterized <inline-formula> <tex-math notation="LaTeX">$k$ </tex-math></inline-formula>-Fractional Integral Inequalities and Their Applications
by: Chunyan Luo, et al.
Published: (2019-01-01)

The <inline-formula> <tex-math notation="LaTeX">$G_M$ </tex-math></inline-formula>-Contraction Principle for Mappings on an <inline-formula> <tex-math notation="LaTeX">$M$ </tex-math></inline-formula>-Metric Spaces Endowed With a Graph and Fixed Point Theorems
by: Nizar Souayah, et al.
Published: (2018-01-01)

Autocorrelation and Lower Bound on the 2-Adic Complexity of LSB Sequence of <italic>p</italic>-Ary <italic>m</italic>-Sequence
by: Yuhua Sun, et al.
Published: (2020-01-01)

Distributed Control Strategies for Microgrids: An Overview
by: Enrique Espina, et al.
Published: (2020-01-01)

MGF-Based Analysis of Spectrum Sensing Over <inline-formula> <tex-math notation="LaTeX">$K-\mu$ </tex-math></inline-formula> Fading Channels for 5G Cognitive Networks
by: Guangqian Chu, et al.
Published: (2018-01-01)