Lithology Classification Using TASI Thermal Infrared Hyperspectral Data with Convolutional Neural Networks

Deep Metric Learning with Online Hard Mining for Hyperspectral Classification

(2021) Yanni Dong et al.   Remote Sensing

Comparative analysis of mineral mapping for hyperspectral and multispectral imagery

(2020) Kumar M Vignesh et al.   Arabian Journal of Geosciences

Classification of hyperspectral images by deep learning of spectral-spatial features

(2020) Haiyong Ding et al.   Arabian Journal of Geosciences

Spatial–Spectral Feature Refinement for Hyperspectral Image Classification Based on Attention-Dense 3D-2D-CNN

(2020) Jin Zhang et al.   SENSORS

Automated Identification of Mineral Types and Grain Size Using Hyperspectral Imaging and Deep Learning for Mineral Processing

(2020) Natsuo Okada et al.   Minerals

Hierarchical Spatial-Spectral Feature Extraction with Long Short Term Memory (LSTM) for Mineral Identification Using Hyperspectral Imagery

(2020) Huijie Zhao et al.   SENSORS

Integration and Visualization of Mineralogical and Topographical Information Derived from ASTER and DEM Data

(2019) Kana Kurata et al.   Remote Sensing

Deep learning and its application in geochemical mapping

(2019) Renguang Zuo et al.   EARTH-SCIENCE REVIEWS

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks

(2019) Tao Lei et al.   IEEE Geoscience and Remote Sensing Letters

Spectral Absorption Feature Analysis for Finding Ore: A Tutorial on Using the Method in Geological Remote Sensing

(2019) Christoph Hecker et al.   IEEE Geoscience and Remote Sensing Magazine

The Analysis on Similarity of Spectrum Analysis of Landslide and Bareland through Hyper-Spectrum Image Bands

(2019) Wan et al.   Water

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

(2019) Swalpa Kumar Roy et al.   IEEE Geoscience and Remote Sensing Letters

Automated lithological mapping by integrating spectral enhancement techniques and machine learning algorithms using AVIRIS-NG hyperspectral data in Gold-bearing granite-greenstone rocks in Hutti, India

(2019) Chandan Kumar et al.   International Journal of Applied Earth Observation and Geoinformation

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Thermal infrared multispectral remote sensing of lithology and mineralogy based on spectral properties of materials

(2018) Yoshiki Ninomiya et al.   ORE GEOLOGY REVIEWS

Thermal Infrared Hyperspectral Imaging for Mineralogy Mapping of a Mine Face

(2018) Stephane Boubanga-Tombet et al.   Remote Sensing

Integration of spectral, spatial and morphometric data into lithological mapping: A comparison of different Machine Learning Algorithms in the Kurdistan Region, NE Iraq

(2017) Arsalan A. Othman et al.   JOURNAL OF ASIAN EARTH SCIENCES

Hyperspectral remote sensing applied to uranium exploration: A case study at the Mary Kathleen metamorphic-hydrothermal U-REE deposit, NW, Queensland, Australia

(2017) Rodrigo dos Reis Salles et al.   JOURNAL OF GEOCHEMICAL EXPLORATION

Integration of Absorption Feature Information from Visible to Longwave Infrared Spectral Ranges for Mineral Mapping

(2017) Veronika Kopačková et al.   Remote Sensing

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

(2017) Ying Li et al.   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

A review on spectral processing methods for geological remote sensing

(2016) Saeid Asadzadeh et al.   International Journal of Applied Earth Observation and Geoinformation

Automated lithological mapping using airborne hyperspectral thermal infrared data: A case study from Anchorage Island, Antarctica

(2016) Martin Black et al.   REMOTE SENSING OF ENVIRONMENT

Temperature and emissivity separation and mineral mapping based on airborne TASI hyperspectral thermal infrared data

(2015) Jing Cui et al.   International Journal of Applied Earth Observation and Geoinformation

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Regional-scale mineral mapping using ASTER VNIR/SWIR data and validation of reflectance and mineral map products using airborne hyperspectral CASI/SASI data

(2014) Cui Jing et al.   International Journal of Applied Earth Observation and Geoinformation

Improving Lithological Mapping by SVM Classification of Spectral and Morphological Features: The Discovery of a New Chromite Body in the Mawat Ophiolite Complex (Kurdistan, NE Iraq)

(2014) Arsalan Othman et al.   Remote Sensing

Geological mapping using remote sensing data: A comparison of five machine learning algorithms, their response to variations in the spatial distribution of training data and the use of explicit spatial information

(2013) Matthew J. Cracknell et al.   COMPUTERS & GEOSCIENCES

Exploration of geothermal systems using hyperspectral thermal infrared remote sensing

(2013) Kevin A. Reath et al.   JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH

Multi- and hyperspectral geologic remote sensing: A review

(2011) Freek D. van der Meer et al.   International Journal of Applied Earth Observation and Geoinformation