One-Dimensional Convolutional Neural Network Land-Cover Classification of Multi-Seasonal Hyperspectral Imagery in the San Francisco Bay Area, California

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Transferring Pre-Trained Deep CNNs for Remote Scene Classification with General Features Learned from Linear PCA Network

(2017) Jie Wang et al.   Remote Sensing

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

(2017) Ying Li et al.   Remote Sensing

A Convolutional Neural Network Approach for Assisting Avalanche Search and Rescue Operations with UAV Imagery

(2017) Mesay Bejiga et al.   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

Mapping of land cover in northern California with simulated hyperspectral satellite imagery

(2016) Matthew L. Clark et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping methane concentrations from a controlled release experiment using the next generation airborne visible/infrared imaging spectrometer (AVIRIS-NG)

(2016) A.K. Thorpe et al.   REMOTE SENSING OF ENVIRONMENT

A meta-analysis of remote sensing research on supervised pixel-based land-cover image classification processes: General guidelines for practitioners and future research

(2016) Reza Khatami et al.   REMOTE SENSING OF ENVIRONMENT

Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking

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

Deep Learning Based Oil Palm Tree Detection and Counting for High-Resolution Remote Sensing Images

(2016) Weijia Li et al.   Remote Sensing

Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks

(2016) Martin Längkvist et al.   Remote Sensing

Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features

(2016) Heming Liang et al.   Remote Sensing

Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization

(2016) Yuan Yuan et al.   IEEE Transactions on Cybernetics

An introduction to the NASA Hyperspectral InfraRed Imager (HyspIRI) mission and preparatory activities

(2015) Christine M. Lee et al.   REMOTE SENSING OF ENVIRONMENT

Atmospheric correction for global mapping spectroscopy: ATREM advances for the HyspIRI preparatory campaign

(2015) David R. Thompson et al.   REMOTE SENSING OF ENVIRONMENT

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

(2015) Fan Hu et al.   Remote Sensing

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Spectral-Spatial Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine

(2014) Chen Chen et al.   Remote Sensing

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Endmember variability in Spectral Mixture Analysis: A review

(2011) Ben Somers et al.   REMOTE SENSING OF ENVIRONMENT

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hierarchical Multiple Endmember Spectral Mixture Analysis (MESMA) of hyperspectral imagery for urban environments

(2009) Jonas Franke et al.   REMOTE SENSING OF ENVIRONMENT