Deep Kernel Extreme-Learning Machine for the Spectral–Spatial Classification of Hyperspectral Imagery

A novel way to rapidly monitor microplastics in soil by hyperspectral imaging technology and chemometrics

(2018) Jiajia shan et al.   ENVIRONMENTAL POLLUTION

Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network

(2018) Jiaojiao Li et al.   IEEE Geoscience and Remote Sensing Letters

Cascaded Random Forest for Hyperspectral Image Classification

(2018) Youqiang Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Tensor-Based Classification Models for Hyperspectral Data Analysis

(2018) Konstantinos Makantasis et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Monocular depth estimation with hierarchical fusion of dilated CNNs and soft-weighted-sum inference

(2018) Bo Li et al.   PATTERN RECOGNITION

Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks

(2018) Jiaojiao Li et al.   Remote Sensing

Extreme Learning Machine With Enhanced Composite Feature for Spectral-Spatial Hyperspectral Image Classification

(2018) Mengying Jiang et al.   IEEE Access

Ideal Kernel-Based Multiple Kernel Learning for Spectral-Spatial Classification of Hyperspectral Image

(2017) Wei Gao et al.   IEEE Geoscience and Remote Sensing Letters

A Spectral-Spatial Multicriteria Active Learning Technique for Hyperspectral Image Classification

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

Spectral Radiance Modeling and Bayesian Model Averaging for Longwave Infrared Hyperspectral Imagery and Subpixel Target Identification

(2017) Blake M. Rankin et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning to Diversify Deep Belief Networks for Hyperspectral Image Classification

(2017) Ping Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Going Deeper With Contextual CNN for Hyperspectral Image Classification

(2017) Hyungtae Lee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Estimating High-Resolution Urban Surface Temperature Using a Hyperspectral Thermal Mixing (HTM) Approach

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

Spectral–Spatial Classification of Hyperspectral Image Based on Deep Auto-Encoder

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

A Minimum Spanning Forest-Based Method for Noninvasive Cancer Detection With Hyperspectral Imaging

(2016) Robert Pike et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

Extreme Learning Machine for Multilayer Perceptron

(2016) Jiexiong Tang et al.   IEEE Transactions on Neural Networks and Learning Systems

Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery

(2015) Wei Li et al.   IEEE Geoscience and Remote Sensing Letters

Extreme Learning Machine With Composite Kernels for Hyperspectral Image Classification

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

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

Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification

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

Optimizing extreme learning machine for hyperspectral image classification

(2015) Jiaojiao Li et al.   Journal of Applied Remote Sensing

Deep Extreme Learning Machine and Its Application in EEG Classification

(2015) Shifei Ding et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

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 Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine

(2014) Chen Chen et al.   Remote Sensing

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

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

Kernel-based extreme learning machine for remote-sensing image classification

(2013) Mahesh Pal et al.   Remote Sensing Letters

Guided Image Filtering

(2012) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Advances in Spectral-Spatial Classification of Hyperspectral Images

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

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Remote Estimation of Crop Chlorophyll Content Using Spectral Indices Derived From Hyperspectral Data

(2008) Driss Haboudane et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING