Hyperspectral image classification using improved multi-scale block local binary pattern and bi-exponential edge-preserving smoother

An Investigation of a Multidimensional CNN Combined with an Attention Mechanism Model to Resolve Small-Sample Problems in Hyperspectral Image Classification

(2022) Jinxiang Liu et al.   Remote Sensing

Multi-objective multi-verse optimizer based unsupervised band selection for hyperspectral image classification

(2022) Shrutika S. Sawant et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Adopting Hyperspectral Anomaly Detection for Near Real-Time Camouflage Detection in Multispectral Imagery

(2022) Tobias Hupel et al.   Remote Sensing

Robust discriminative broad learning system for hyperspectral image classification

(2022) Liguo Zhao et al.   Optoelectronics Letters

Improved whale optimization based band selection for hyperspectral remote sensing image classification

(2021) Prabukumar Manoharan et al.   INFRARED PHYSICS & TECHNOLOGY

Hyperspectral image classification using deep convolutional neural network and stochastic relaxation labeling

(2021) Manoj K. Singh et al.   Journal of Applied Remote Sensing

A novel spectral–spatial based adaptive minimum spanning forest for hyperspectral image classification

(2020) Jing Lv et al.   GEOINFORMATICA

Identification of Corn Seeds with Different Freezing Damage Degree Based on Hyperspectral Reflectance Imaging and Deep Learning Method

(2020) Jun Zhang et al.   Food Analytical Methods

Progressive path tracing with bilateral-filtering-based denoising

(2020) Qiwei Xing et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Superpixel-Guided Layer-Wise Embedding CNN for Remote Sensing Image Classification

(2019) Han Liu et al.   Remote Sensing

MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images

(2019) Ugur Ergul et al.   NEURAL COMPUTING & APPLICATIONS

Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification

(2019) Shujun Yang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Region-Division-Based Joint Sparse Representation Classification for Hyperspectral Images

(2019) lei liu et al.   IET Image Processing

Hyperspectral image classification based on bilateral filter with linear spatial correlation information

(2019) Jianshang Liao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A two-stage framework of target detection in high-resolution hyperspectral images

(2019) Yanshan Li et al.   Signal Image and Video Processing

Improved Neural Network Classification of Hyperspectral Imagery using Weighted Genetic Algorithm and Hierarchical Segmentation

(2019) Davood Akbari   IET Image Processing

Spectral-Spatial Hyperspectral Image Classification Combining Multi-Scale Bi-Exponential Edge-Preserving Filtering and SUSAN Edge Detector

(2019) Xiaoqing Wan et al.   INFRARED PHYSICS & TECHNOLOGY

A probabilistic framework for weighted combination of multiple-feature classifications of hyperspectral images

(2019) Reza Seifi Majdar et al.   Earth Science Informatics

Hyperspectral Image Classification via Spectral–Spatial Shared Kernel Ridge Regression

(2019) Chunhui Zhao et al.   IEEE Geoscience and Remote Sensing Letters

Spectral–Spatial Hyperspectral Image Classification Using Cascaded Markov Random Fields

(2019) Xianghai Cao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Log-Euclidean Kernel-Based Joint Sparse Representation for Hyperspectral Image Classification

(2019) Weidong Yang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network

(2018) Xiangyong Cao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Discriminatively guided filtering (DGF) for hyperspectral image classification

(2018) Ziyu Wang et al.   NEUROCOMPUTING

Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture

(2018) C. L. Philip Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

Spectral Contextual Classification of Hyperspectral Imagery With Probabilistic Relaxation Labeling

(2017) Brajesh Kumar et al.   IEEE Transactions on Cybernetics

Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation

(2016) Wei Fu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Region-Kernel-Based Support Vector Machines for Hyperspectral Image Classification

(2015) Jiangtao Peng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification

(2015) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fast pedestrian detection based on region of interest and multi-block local binary pattern descriptors

(2014) Aminou Halidou et al.   COMPUTERS & ELECTRICAL ENGINEERING

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

(2014) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

(2013) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Image Fusion With Guided Filtering

(2013) Shutao Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Advances in Spectral-Spatial Classification of Hyperspectral Images

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

Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

(2011) Yi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Semisupervised Neural Networks for Efficient Hyperspectral Image Classification

(2010) Frederic Ratle et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING