Remote sensing potential for oil exploration. example of the zagros mountains (Iran). - Richard Gloaguen; Ken McClay; Tim Dooley (IGARSS, 2007)

Statistical modeling of a fold system Southeast of ZAGROS (Iran). - Richard Gloaguen; Davod Poreh (IGARSS, 2007)

Monitoring of an Andean rainforest environment with remote sensing. - Anna Goerner; Richard Gloaguen; Franz Makeschin (IGARSS, 2007)

Automatic counting of fission tracks using object-based image analysis for dating applications. - Judith Lippold; Prashanth Reddy Marpu; Richard Gloaguen; Raymond Jonckheere (IGARSS, 2007)

Unsupervised image segmentation by identifying natural clusters. - Prashanth Reddy Marpu; Irmgard Niemeyer; Richard Gloaguen (IGARSS, 2007)

Comparison of multisource data support vector Machine classification for mapping of forest cover. - Arief Wijaya; Richard Gloaguen (IGARSS, 2007)

Uplift rates from river profiles: methodology and case study, Oriente, Cuba. - Florian Wobbe; Klaus-Peter Stanek; Richard Gloaguen (IGARSS, 2007)

Remote Sensing Analysis of Crustal Deformation using River Networks. - Richard Gloaguen; Alexandra Kaessner; Florian Wobbe; Faisal Shazah; Syed Amer Mahmood (IGARSS (4), 2008)

Fine-Resolution Erosion Estimation on Large Scale based on Remote Sensing Data - An Approach for Tibet and Connected Regions. - Mathias Leidig; Richard Gloaguen (IGARSS (4), 2008)

Remote Sensing Analysis of Recent Active Tectonics in Pamir Using Digital Elevation Model: River Profile Approach. - Syed Amer Mahmood; Faisal Shahzad; Richard Gloaguen (IGARSS (2), 2008)

Soft Classification and Assessment of Kalman Filter Neural Network for Complex Landcover of Tropical Rainforests. - Prashanth Reddy Marpu; Arief Wijaya; Richard Gloaguen (IGARSS (5), 2008)

Erosion in the Himalayas on Catchment Scale. Integrative Remote Sensing Assesment. - Christoff Andermann; Stéphane Bonnet; Richard Gloaguen (IGARSS (3), 2009)

Gully Erosion Mapping using ASTER Data and Drainage Network Analysis in the Main ETHIOPIAN Rift. - Moncef Bouaziz; Arief Wijaya; Richard Gloaguen (IGARSS (1), 2009)

Remote Sensing Erosion Estimation. - Richard Gloaguen; Mathias Leidig; Christoff Andermann (IGARSS (2), 2009)

Land Cover Classification and Change Detection as a Basis for Hydrological Runoff Modelling in the Main Ethiopian Rift Valley. - Susanne Haas; Richard Gloaguen (IGARSS (1), 2009)

Neotectonic Information from Drainage Basin Geometry in the Tajik Depression. - Alexandra Kaessner; Richard Gloaguen (IGARSS (2), 2009)

Semi-deterministic Estimation of Erosion with Remote Sensing Data. - Mathias Leidig; Richard Gloaguen (IGARSS (3), 2009)

The Contribution of CHRIS/PROBA Data for Tropical Peat Swamp Landscape Discrimination Purposes. - Veraldo Liesenberg; Hans-Dieter Viktor Boehm; Richard Gloaguen (IGARSS (2), 2009)

Remote Sensing Analysis of Quaternary Deformation using River Networks in Hindukush Region. - Syed Amer Mahmood; Faisal Shahzad; Richard Gloaguen (IGARSS (2), 2009)

Drainage Network and Seismological Analysis of Active Tectonics in Nanga Parbat Haramosh Massif, Pakistan. - Faisal Shahzad; Syed Amer Mahmood; Richard Gloaguen (IGARSS (1), 2009)

Fusion of ALOS Palsar and Landsat ETM Data for Land Cover Classification and Biomass Modeling using Non-linear Methods. - Arief Wijaya; Richard Gloaguen (IGARSS (3), 2009)

TecDEM: A MATLAB based toolbox for tectonic geomorphology, Part 1: Drainage network preprocessing and stream profile analysis. - Faisal Shahzad; Richard Gloaguen (Comput. Geosci., 2011)

TecDEM: A MATLAB based toolbox for tectonic geomorphology, Part 2: Surface dynamics and basin analysis. - Faisal Shahzad; Richard Gloaguen (Comput. Geosci., 2011)

Remote gully erosion mapping using aster data and geomorphologic analysis in the Main Ethiopian Rift. - Moncef Bouaziz; Arief Wijaya; Richard Gloaguen (Geo spatial Inf. Sci., 2011)

(Non-)linear phenological trends in an ecosystem with multiple growing seasons derived from AVHRR-NDVI time series. - Ralf Seiler; Richard Gloaguen (IGARSS, 2012)

Evaluating SAR polarization modes at L-band for forest classification purposes in Eastern Amazon, Brazil. - Veraldo Liesenberg; Richard Gloaguen (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Water Balance Modeling in a Semi-Arid Environment with Limited in situ Data Using Remote Sensing in Lake Manyara, East African Rift, Tanzania. - Dorothea Deus; Richard Gloaguen; Peter Krause (Remote. Sens., 2013)

Airborne Thermal Data Identifies Groundwater Discharge at the North-Western Coast of the Dead Sea. - Ulf Mallast; Friedhelm Schwonke; Richard Gloaguen; Stefan Geyer; Martin Sauter; Christian Siebert (Remote. Sens., 2013)

River Courses Affected by Landslides and Implications for Hazard Assessment: A High Resolution Remote Sensing Case Study in NE Iraq-W Iran. - Arsalan Ahmed Othman; Richard Gloaguen (Remote. Sens., 2013)

Automatic Extraction and Size Distribution of Landslides in Kurdistan Region, NE Iraq. - Arsalan Ahmed Othman; Richard Gloaguen (Remote. Sens., 2013)

DEM-Based Analysis of Interactions between Tectonics and Landscapes in the Ore Mountains and Eger Rift (East Germany and NW Czech Republic). - Louis Andreani; Klaus-Peter Stanek; Richard Gloaguen; Ottomar Krentz; Leomaris Domínguez-González (Remote. Sens., 2014)

Classifying Complex Mountainous Forests with L-Band SAR and Landsat Data Integration: A Comparison among Different Machine Learning Methods in the Hyrcanian Forest. - Sara Attarchi; Richard Gloaguen (Remote. Sens., 2014)

Improving the Estimation of Above Ground Biomass Using Dual Polarimetric PALSAR and ETM+ Data in the Hyrcanian Mountain Forest (Iran). - Sara Attarchi; Richard Gloaguen (Remote. Sens., 2014)

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). - Arsalan Ahmed Othman; Richard Gloaguen (Remote. Sens., 2014)

TecLines: A MATLAB-Based Toolbox for Tectonic Lineament Analysis from Satellite Images and DEMs, Part 1: Line Segment Detection and Extraction. - Mehdi Rahnama; Richard Gloaguen (Remote. Sens., 2014)

TecLines: A MATLAB-Based Toolbox for Tectonic Lineament Analysis from Satellite Images and DEMs, Part 2: Line Segments Linking and Merging. - Mehdi Rahnama; Richard Gloaguen (Remote. Sens., 2014)

Remote Sensing-Based Assessment of the Variability of Winter and Summer Precipitation in the Pamirs and Their Effects on Hydrology and Hazards Using Harmonic Time Series Analysis. - Eric Pohl; Richard Gloaguen; Ralf Seiler (Remote. Sens., 2015)

Emission spectroscopy for the identification of rare earth elements using laser-induced photoluminescence. - Margret C. Fuchs; Richard Gloaguen; Jan Beyer; Sandra Jakob; Johannes Heitmann (WHISPERS, 2016)

Processing of drone-borne hyperspectral data for geological applications. - Sandra Jakob; Robert Zimmermann; Richard Gloaguen (WHISPERS, 2016)

Combined hyperspectral and lithogeochemical estimation of alteration intensities in a volcanogenic massive sulfide deposit hydrothermal system: A case study from Northern Canada. - Kati Laakso; J. M. Peter; Benoit Rivard; Richard Gloaguen (WHISPERS, 2016)

Remote Sensing-Based Exploration of Structurally-Related Mineralizations around Mount Isa, Queensland, Australia. - Sandra Jakob; Richard Gloaguen; Carsten Laukamp (Remote. Sens., 2016)

Remote Sensing Exploration of Nb-Ta-LREE-Enriched Carbonatite (Epembe/Namibia). - Robert Zimmermann; Melanie Brandmeier; Louis Andreani; Kombada Mhopjeni; Richard Gloaguen (Remote. Sens., 2016)

Evaluating Moisture and Geometry Effects on L-Band SAR Classification Performance Over a Tropical Rain Forest Environment. - Veraldo Liesenberg; Carlos Roberto de Souza Filho; Richard Gloaguen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Desertification Susceptibility Mapping Using Logistic Regression Analysis in the Djelfa Area, Algeria. - Farid Djeddaoui; Mohammed Chadli; Richard Gloaguen (Remote. Sens., 2017)

The Need for Accurate Geometric and Radiometric Corrections of Drone-Borne Hyperspectral Data for Mineral Exploration: MEPHySTo - A Toolbox for Pre-Processing Drone-Borne Hyperspectral Data. - Sandra Jakob; Robert Zimmermann; Richard Gloaguen (Remote. Sens., 2017)

Hyperspectral and LiDAR Fusion Using Extinction Profiles and Total Variation Component Analysis. - Behnood Rasti; Pedram Ghamisi; Richard Gloaguen (IEEE Trans. Geosci. Remote. Sens., 2017)

The Need for Multi-Source, Multi-Scale Hyperspectral Imaging to Boost Non-Invasive Mineral Exploration. - Richard Gloaguen; Pedram Ghamisi; Sandra Lorenz; Moritz Kirsch; Robert Zimmermann; René Booysen; Louis Andreani; Robert Jackisch; Erik Hermann; Laura Tusa; Gabriel Unger; Cecilia Contreras; et al. (IGARSS, 2018)

Subspace Multinomial Logistic Regression Ensemble for Classification of Hyperspectral Images. - Mahdi Khodadadzadeh; Pedram Ghamisi; Cecilia Contreras; Richard Gloaguen (IGARSS, 2018)

Long-Wave Hyperspectral Imaging for Lithological Mapping: A Case Study. - Sandra Lorenz; Moritz Kirsch; Robert Zimmermann; Laura Tusa; Robert Möckel; Martin Chamberland; Richard Gloaguen (IGARSS, 2018)

Extraction of Structural and Mineralogical Features from Hyperspectral Drill-Core Scans. - Laura Tusa; Louis Andreani; Eric Pohl; I. Cecilia Contreras; Mahdi Khodadadzadeh; Richard Gloaguen; Jens Gutzmer (IGARSS, 2018)

A Machine Learning Technique for Drill Core Hyperspectral Data Analysis. - Cecilia Contreras; Mahdi Khodadadzadeh; Laura Tusa; Pedram Ghamisi; Richard Gloaguen (WHISPERS, 2018)

Multisource and Multitemporal Data Fusion in Remote Sensing. - Pedram Ghamisi; Behnood Rasti; Naoto Yokoya; Qunming Wang; Bernhard Höfle; Lorenzo Bruzzone; Francesca Bovolo; Mingmin Chi; Katharina Anders; Richard Gloaguen; Peter M. Atkinson; Jón Atli Benediktsson (CoRR, 2018)

Drone-Borne Hyperspectral Monitoring of Acid Mine Drainage: An Example from the Sokolov Lignite District. - Robert Jackisch; Sandra Lorenz; Robert Zimmermann; Robert Möckel; Richard Gloaguen (Remote. Sens., 2018)

Integration of Terrestrial and Drone-Borne Hyperspectral and Photogrammetric Sensing Methods for Exploration Mapping and Mining Monitoring. - Moritz Kirsch; Sandra Lorenz; Robert Zimmermann; Laura Tusa; Robert Möckel; Philip Hödl; René Booysen; Mahdi Khodadadzadeh; Richard Gloaguen (Remote. Sens., 2018)

Radiometric Correction and 3D Integration of Long-Range Ground-Based Hyperspectral Imagery for Mineral Exploration of Vertical Outcrops. - Sandra Lorenz; Sara Salehi; Moritz Kirsch; Robert Zimmermann; Gabriel Unger; Erik Vest Sørensen; Richard Gloaguen (Remote. Sens., 2018)

Integration of Vessel-Based Hyperspectral Scanning and 3D-Photogrammetry for Mobile Mapping of Steep Coastal Cliffs in the Arctic. - Sara Salehi; Sandra Lorenz; Erik Vest Sørensen; Robert Zimmermann; Rasmus Fensholt; Bjørn Henning Heincke; Moritz Kirsch; Richard Gloaguen (Remote. Sens., 2018)

Line-scan detection system to identify rare earth elements in rocks. - Titus Abend; Suchinder K. Sharma; Margret C. Fuchs; Jan Beyer; Johannes Heitmann; Richard Gloaguen (IEEE SENSORS, 2019)

An Integrated Multi-Sensor System for the In-Line Monitoring of Material Streams. - Peter Seidel; Markus Reuter; Stefan König; Sandra Lorenz; Vishnu Sudharshan; Junaidh Fareedh; Robert Zimmermann; Pedram Ghamisi; Peter Kaever; Richard Gloaguen (IEEE SENSORS, 2019)

The Potential of Multi-Sensor Remote Sensing Mineral Exploration: Examples from Southern Africa. - René Booysen; Richard Gloaguen; Sandra Lorenz; Robert Zimmermann; Louis Andreani; Paul A. M. Nex (IGARSS, 2019)

Mineral Mapping of Drill Core Hyperspectral Data with Extreme Learning Machines. - Cecilia Contreras; Mahdi Khodadadzadeh; Pedram Ghamisi; Richard Gloaguen (IGARSS, 2019)

A Novel Composite Kernel Approach for Multisensor Remote Sensing Data Fusion. - Pedram Ghamisi; Behnood Rasti; Richard Gloaguen (IGARSS, 2019)

Multi-Source and multi-Scale Imaging-Data Integration to boost Mineral Mapping. - Richard Gloaguen; Margret C. Fuchs; Mahdi Khodadadzadeh; Pedram Ghamisi; Moritz Kirsch; René Booysen; Robert Zimmermann; Sandra Lorenz (IGARSS, 2019)

Upscaling High-Resolution Mineralogical Analyses to Estimate Mineral Abundances in Drill Core Hyperspectral Data. - Mahdi Khodadadzadeh; Richard Gloaguen (IGARSS, 2019)

Multisensor Feature Fusion Using Low-Rank Modeling and Component Analysis. - Behnood Rasti; Pedram Ghamisi; Richard Gloaguen (IGARSS, 2019)

Geochemical And Hyperspectral Data Fusion For Drill-Core Mineral Mapping. - Cecilia Contreras; Mahdi Khodadadzadeh; Laura Tusa; Christina Loidolt; Raimon Tolosana-Delgado; Richard Gloaguen (WHISPERS, 2019)

The Application Of Subspace Clustering Algorithms In Drill-Core Hyperspectral Domaining. - Kasra Rafiezadeh Shahi; Mahdi Khodadadzadeh; Raimon Tolosana-Delgado; Laura Tusa; Richard Gloaguen (WHISPERS, 2019)

Towards Multiscale and Multisource Remote Sensing Mineral Exploration Using RPAS: A Case study in the Lofdal Carbonatite-Hosted REE Deposit, Namibia. - René Booysen; Robert Zimmermann; Sandra Lorenz; Richard Gloaguen; Paul A. M. Nex; Louis Andreani; Robert Möckel (Remote. Sens., 2019)

DroneBorne Hyperspectral and Magnetic Data Integration: Otanmäki FeTiV Deposit in Finland. - Robert Jackisch; Yuleika Madriz; Robert Zimmermann; Markku Pirttijärvi; Ari Saartenoja; Bjørn Henning Heincke; Heikki Salmirinne; Jukka-Pekka Kujasalo; Louis Andreani; Richard Gloaguen (Remote. Sens., 2019)

A Supervised Method for Nonlinear Hyperspectral Unmixing. - Bikram Koirala; Mahdi Khodadadzadeh; Cecilia Contreras; Zohreh Zahiri; Richard Gloaguen; Paul Scheunders (Remote. Sens., 2019)

The Potential of Reflectance and Laser Induced Luminescence Spectroscopy for Near-Field Rare Earth Element Detection in Mineral Exploration. - Sandra Lorenz; Jan Beyer; Margret C. Fuchs; Peter Seidel; David Turner; Johannes Heitmann; Richard Gloaguen (Remote. Sens., 2019)

Multi-Sensor Spectral Imaging of Geological Samples: A Data Fusion Approach Using Spatio-Spectral Feature Extraction. - Sandra Lorenz; Peter Seidel; Pedram Ghamisi; Robert Zimmermann; Laura Tusa; Mahdi Khodadadzadeh; I. Cecilia Contreras; Richard Gloaguen (Sensors, 2019)

Fast 2D Laser-Induced Fluorescence Spectroscopy Mapping of Rare Earth Elements in Rock Samples. - Peter Seidel; Sandra Lorenz; Thomas Heinig; Robert Zimmermann; René Booysen; Jan Beyer; Johannes Heitmann; Richard Gloaguen (Sensors, 2019)

A Machine Learning Framework for Drill-Core Mineral Mapping Using Hyperspectral and High-Resolution Mineralogical Data Fusion. - Isabel Cecilia Contreras Acosta; Mahdi Khodadadzadeh; Laura Tusa; Pedram Ghamisi; Richard Gloaguen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Intrinsic Image Decomposition-Based Resolution Enhancement for Mineral Mapping. - Puhong Duan; Pedram Ghamisi; Robert Jackisch; Xudong Kang; Richard Gloaguen; Shutao Li (IGARSS, 2020)

Remote Sensing and Deep Learning for Sustainable Mining. - Pedram Ghamisi; Hao Li 019; Robert Jackisch; Behnood Rasti; Richard Gloaguen (IGARSS, 2020)

Towards 4D Virtual Outcrops with Hyperspectral Imaging. - Richard Gloaguen; Moritz Kirsch; Sandra Lorenz; René Booysen; Robert Zimmermann; Pedram Ghamisi; Behnood Rasti (IGARSS, 2020)

Fusion of Multispectral LiDAR and Hyperspectral Imagery. - Behnood Rasti; Pedram Ghamisi; Richard Gloaguen (IGARSS, 2020)

Component Decomposition-Based Hyperspectral Resolution Enhancement for Mineral Mapping. - Puhong Duan; Jibao Lai; Pedram Ghamisi; Xudong Kang; Robert Jackisch; Jian Kang 005; Richard Gloaguen (Remote. Sens., 2020)

Integrated Geological and Geophysical Mapping of a Carbonatite-Hosting Outcrop in Siilinjärvi, Finland, Using Unmanned Aerial Systems. - Robert Jackisch; Sandra Lorenz; Moritz Kirsch; Robert Zimmermann; Laura Tusa; Markku Pirttijärvi; Ari Saartenoja; Hernan Ugalde; Yuleika Madriz; Mikko Savolainen; Richard Gloaguen (Remote. Sens., 2020)

Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Behnood Rasti; Robert Jackisch; Paul Scheunders; Richard Gloaguen (Remote. Sens., 2020)

Hierarchical Sparse Subspace Clustering (HESSC): An Automatic Approach for Hyperspectral Image Analysis. - Kasra Rafiezadeh Shahi; Mahdi Khodadadzadeh; Laura Tusa; Pedram Ghamisi; Raimon Tolosana-Delgado; Richard Gloaguen (Remote. Sens., 2020)

Drill-Core Mineral Abundance Estimation Using Hyperspectral and High-Resolution Mineralogical Data. - Laura Tusa; Mahdi Khodadadzadeh; Cecilia Contreras; Kasra Rafiezadeh Shahi; Margret C. Fuchs; Richard Gloaguen; Jens Gutzmer (Remote. Sens., 2020)

Multiple Optical Sensor Fusion for Mineral Mapping of Core Samples. - Behnood Rasti; Pedram Ghamisi; Peter Seidel; Sandra Lorenz; Richard Gloaguen (Sensors, 2020)

Drill-Core Hyperspectral and Geochemical Data Integration in a Superpixel-Based Machine Learning Framework. - Isabel Cecilia Contreras Acosta; Mahdi Khodadadzadeh; Raimon Tolosana-Delgado; Richard Gloaguen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Benchmark hyperspectral field and laboratory data against X-ray diffraction (XRD), Portable X-ray fluorescence (pXRF) and Scanning Electron Microscopy with Mineral Liberation Analysis (SEM-MLA) data. - Roberto Alejandro De La Rosa Fernandez; Raimon Tolosana-Delgado; Richard Gloaguen (RODARE, 2020)

How Can Drones Contribute to Mineral Exploration? - René Booysen; Sandra Lorenz; Robert Jackisch; Richard Gloaguen; Yuleika Madriz (IGARSS, 2021)

Characterisation of Massive Sulphide Deposits in the Iberian Pyrite Belt Based on the Integration of Digital Outcrops and Multi-Scale, Multi-Source Hyperspectral Data. - Moritz Kirsch; Sandra Lorenz; Samuel T. Thiele; Richard Gloaguen (IGARSS, 2021)

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi; Richard Gloaguen (IGARSS, 2021)

When is the Right Time to Apply Denoising? - Kasra Rafiezadeh Shahi; Behnood Rasti; Pedram Ghamisi; Paul Scheunders; Richard Gloaguen (IGARSS, 2021)

A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Robert Jackisch; Behnood Rasti; Paul Scheunders; Richard Gloaguen (WHISPERS, 2021)

Resolution Enhancement for Drill-Core Hyperspectral Mineral Mapping. - Isabel Cecilia Contreras Acosta; Mahdi Khodadadzadeh; Richard Gloaguen (Remote. Sens., 2021)

Window-Based Morphometric Indices as Predictive Variables for Landslide Susceptibility Models. - Natalie Barbosa; Louis Andreani; Richard Gloaguen; Lothar Ratschbacher (Remote. Sens., 2021)

The Potential of Machine Learning for a More Responsible Sourcing of Critical Raw Materials. - Pedram Ghamisi; Kasra Rafiezadeh Shahi; Puhong Duan; Behnood Rasti; Sandra Lorenz; René Booysen; Samuel T. Thiele; Isabel Cecilia Contreras Acosta; Moritz Kirsch; Richard Gloaguen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Fusion of Dual Spatial Information for Hyperspectral Image Classification. - Puhong Duan; Pedram Ghamisi; Xudong Kang; Behnood Rasti; Shutao Li; Richard Gloaguen (IEEE Trans. Geosci. Remote. Sens., 2021)

Block model of passive seismic shear velocity and airborne electromagnetic resistivity in the Geyer area, Erzgebirge, Germany. - Trond Ryberg; Moritz Kirsch; Christian Haberland; Raimon Tolosana-Delgado; Andrea Viezzoli; Richard Gloaguen (RODARE, 2021)

Data publication: Mineral quantification at deposit scale using drill-core hyperspectral data: A case study in the Iberian Pyrite Belt. - Roberto Alejandro De La Rosa Fernandez; Mahdi Khodadadzadeh; Laura Tusa; Moritz Kirsch; Guillem Gisbert; Fernando Tornos; Raimon Tolosana-Delgado; Richard Gloaguen (RODARE, 2021)

Weak-Supervision Based on Label Proportions for Earth Observation Applications from Optical and Hyperspectral Imagery. - Laura Elena Cué La Rosa; Dário Augusto Borges Oliveira; Samuel T. Thiele; Pedram Ghamisi; Richard Gloaguen (CDCEO@IJCAI, 2022)

Unsupervised Deep Hyperspectral Inpainting Using a New Mixing Model. - Behnood Rasti; Pedram Ghamisi; Richard Gloaguen (IGARSS, 2022)

Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional Network. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Behnood Rasti; Paul Scheunders; Richard Gloaguen (IGARSS, 2022)

Hyperspectral Unmixing Using Convolutional Autoencoder For Metal Detection In Lithium-Ion Battery Recycling Applications. - Seema Chouhan; Behnood Rasti; Pedram Ghamisi; Sandra Lorenz; Margret C. Fuchs; Richard Gloaguen (WHISPERS, 2022)

Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral Denoising Package. - Daniel Coquelin; Behnood Rasti; Markus Götz; Pedram Ghamisi; Richard Gloaguen; Achim Streit (WHISPERS, 2022)

Three-Dimensional, Km-Scale Hyperspectral Data of Well-Exposed Zn-Pb Mineralization at Black Angel Mountain, Greenland. - Sandra Lorenz; Samuel T. Thiele; Moritz Kirsch; Gabriel Unger; Robert Zimmermann; Pierpaolo Guarnieri; Nigel Baker; Erik Vest Sørensen; Diogo Rosa; Richard Gloaguen (Data, 2022)

OptFus: Optical Sensor Fusion for the Classification of Multisource Data: Application to Mineralogical Mapping. - Behnood Rasti; Pedram Ghamisi; Richard Gloaguen (IEEE Geosci. Remote. Sens. Lett., 2022)

Automated Multi-Scale and Multivariate Geological Logging from Drill-Core Hyperspectral Data. - Roberto De La Rosa; Raimon Tolosana-Delgado; Moritz Kirsch; Richard Gloaguen (Remote. Sens., 2022)

Mineralogical Mapping with Accurately Corrected Shortwave Infrared Hyperspectral Data Acquired Obliquely from UAVs. - Samuel T. Thiele; Zakaria Bnoulkacem; Sandra Lorenz; Aurélien Bordenave; Niccolò Menegoni; Yuleika Madriz; Emmanuel Dujoncquoy; Richard Gloaguen; Jeroen Kenter (Remote. Sens., 2022)

MS$^{2}$A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Behnood Rasti; Richard Gloaguen; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Behnood Rasti; Paul Scheunders; Richard Gloaguen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Hypergraph Convolutional Subspace Clustering With Multihop Aggregation for Hyperspectral Image. - Zijia Zhang 001; Yaoming Cai; Wenyin Gong; Pedram Ghamisi; Xiaobo Liu 001; Richard Gloaguen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Superpixel Contracted Neighborhood Contrastive Subspace Clustering Network for Hyperspectral Images. - Yaoming Cai; Zijia Zhang 001; Pedram Ghamisi; Yao Ding 010; Xiaobo Liu 001; Zhihua Cai; Richard Gloaguen (IEEE Trans. Geosci. Remote. Sens., 2022)

A Novel and Open-Source Illumination Correction for Hyperspectral Digital Outcrop Models. - Samuel T. Thiele; Sandra Lorenz; Moritz Kirsch; Richard Gloaguen (IEEE Trans. Geosci. Remote. Sens., 2022)

Three-dimensional, km-scale hyperspectral data of a well-exposed Zn-Pb mineral exploration target at Black Angel Mountain, Greenland. - Sandra Lorenz; Samuel T. Thiele; Moritz Kirsch; Gabriel Unger; Robert Zimmermann; Pierpaolo Guarnieri; Nigel Baker; Erik Vest Sørensen; Diogo Rosa; Richard Gloaguen (RODARE, 2022)

Three-dimensional, km-scale hyperspectral data of a well-exposed Zn-Pb mineral exploration target at Black Angel Mountain, Greenland. - Sandra Lorenz; Samuel T. Thiele; Moritz Kirsch; Gabriel Unger; Robert Zimmermann; Pierpaolo Guarnieri; Nigel Baker; Erik Vest Sørensen; Diogo Rosa; Richard Gloaguen (RODARE, 2022)

An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders. - Bikram Koirala; Behnood Rasti; Zakaria Bnoulkacem; Andréa de Lima Ribeiro; Yuleika Madriz; Erik Herrmann; Arthur Gestels; Thomas De Kerf; Koen Janssens; Gunther Steenackers; Richard Gloaguen; Paul Scheunders (IGARSS, 2023)

Hyperspectral Domain Adaptation for the Detection of Material Types in Recycling Streams at the Example of Electrolyzers. - Behnood Rasti; Aayush Jain; Margret C. Fuchs; Pedram Ghamisi; Richard Gloaguen (IGARSS, 2023)

Masking Hyperspectral Imaging Data with Pretrained Models. - Elias Arbash; Andréa de Lima Ribeiro; Samuel T. Thiele; Nina Gnann; Behnood Rasti; Margret C. Fuchs; Pedram Ghamisi; Richard Gloaguen (WHISPERS, 2023)

Open Geology Database (OGD): An Integrated Platform for Geological, Mining, and Seismic Datasets for Open Research. - Samiran Das; Pedram Ghamisi; Richard Gloaguen (WHISPERS, 2023)

Deep Learning-Based Architectures For Multimodal Instance Segmentation. - Md Omar Faruk; Behnood Rasti; Margret C. Fuchs; Richard Gloaguen; Pedram Ghamisi (WHISPERS, 2023)

Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures. - Bikram Koirala; Samiran Das; Behnood Rasti; Pedram Ghamisi; Richard Gloaguen; Paul Scheunders (WHISPERS, 2023)

Transformer-Based Models for Hyperspectral Point Clouds Segmentation. - Aldino Rizaldy; Ahmed J. Afifi; Pedram Ghamisi; Richard Gloaguen (WHISPERS, 2023)

Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences. - Ahmed J. Afifi; Samuel T. Thiele; Sandra Lorenz; Pedram Ghamisi; Raimon Tolosana-Delgado; Moritz Kirsch; Richard Gloaguen; Michael Heizmann (CoRR, 2023)

A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures. - Bikram Koirala; Behnood Rasti; Zakaria Bnoulkacem; Andréa de Lima Ribeiro; Yuleika Madriz; Erik Herrmann; Arthur Gestels; Thomas De Kerf; Sandra Lorenz; Margret C. Fuchs; Koen Janssens; Gunther Steenackers; et al. (CoRR, 2023)

Data publication: Underground hyperspectral outcrop scanning for automated mine-face mapping - the Lithium deposit of Zinnwald/Cínovec. - Moritz Kirsch; Mary Mavroudi; Samuel Thomas Thiele; Sandra Lorenz; Laura Tusa; René Booysen; Erik Herrmann; Ayoub Fatihi; Robert Möckel; Thomas Dittrich; Richard Gloaguen (RODARE, 2023)

Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences. - Ahmed J. Afifi; Samuel Thomas Thiele; Aldino Rizaldy; Sandra Lorenz; Moritz Kirsch; Pedram Ghamisi; Raimon Tolosana-Delgado; Richard Gloaguen; Michael Heizmann (RODARE, 2023)

Multi-sensor spectral database of WEEE polymers. - Andréa de Lima Ribeiro; Margret C. Fuchs; Sandra Lorenz; Christian Röder; Johannes Heitmann; Richard Gloaguen (RODARE, 2023)

Towards 3D Hyperspectral Imaging. - Richard Gloaguen; Aldino Rizaldy; Ahmed J. Afifi; Sandra Lorenz; Samuel T. Thiele; Moritz Kirsch; Pedram Ghamisi (IGARSS, 2024)

Dimensional Dilemma: Navigating the Fusion of Hyperspectral and Lidar Point Cloud Data for Optimal Precision - 2D vs. 3D. - Aldino Rizaldy; Ahmed J. Afifi; Pedram Ghamisi; Richard Gloaguen (IGARSS, 2024)

MineNet-CD: Global Mining Change Detection Dataset. - Weikang Yu; Samiran Das; Aldino Rizaldy; Xiaokang Zhang; Richard Gloaguen; Pedram Ghamisi (IGARSS, 2024)

Autotarget*: A Distributed Robot Operating System Framework for Autonomous Aerial Swarms. - Wilfried Yves Hamilton Adoni; Junaidh Shaik Fareedh; Sandra Lorenz; Richard Gloaguen; Thomas D. Kühne (UR, 2024)

Multi-Sensor Multi-Stream Data Fusion Using Deep Learning for Hyperspectral Point Cloud Segmentation. - Ahmed Jamal Afifi; Aldino Rizaldy; Elias Arbash; Sandra Lorenz; Richard Gloaguen; Michael Heizmann (WHISPERS, 2024)

Investigating State of the Art Hyperspectral Imaging Classification Models for Plastic Types Identification. - Elias Arbash; Andréa de Lima Ribeiro; Aldino Rizaldy; Margret C. Fuchs; Pedram Ghamisi; Paul Scheunders; Richard Gloaguen (WHISPERS, 2024)

Integrating Airborne and Satellite Hyperspectral Data for Enhanced Spectral Unmixing. - Rupsa Chakraborty; Samuel T. Thiele; Parth Naik; Moritz Kirsch; Richard Gloaguen (WHISPERS, 2024)

Multi-Objective Optimization Based Hyperspectral Feature Engineering for Spectral Abundance Mapping. - Parth Naik; Rupsa Chakraborty; Sam Thiele; Moritz Kirsch; Richard Gloaguen (WHISPERS, 2024)

TSGAN: An Optical-to-SAR Dual Conditional GAN for Optical based SAR Temporal Shifting. - Moien Rangzan; Sara Attarchi; Richard Gloaguen; Seyed Kazem Alavipanah (CoRR, 2024)

PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards. - Elias Arbash; Margret C. Fuchs; Behnood Rasti; Sandra Lorenz; Pedram Ghamisi; Richard Gloaguen (CoRR, 2024)

Tinto: Multisensor Benchmark for 3-D Hyperspectral Point Cloud Segmentation in the Geosciences. - Ahmed J. Afifi; Samuel T. Thiele; Aldino Rizaldy; Sandra Lorenz; Pedram Ghamisi; Raimon Tolosana-Delgado; Moritz Kirsch; Richard Gloaguen; Michael Heizmann (IEEE Trans. Geosci. Remote. Sens., 2024)

MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. - Weikang Yu; Xiaokang Zhang; Richard Gloaguen; Xiao Xiang Zhu 001; Pedram Ghamisi (IEEE Trans. Geosci. Remote. Sens., 2024)

PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards. - Elias Arbash; Margret C. Fuchs; Behnood Rasti; Sandra Lorenz; Pedram Ghamisi; Richard Gloaguen (RODARE, 2024)

Spremberg Hyperspectral Drillcore Data. - Samuel T. Thiele; Moritz Kirsch; Yuleika Madriz; Richard Gloaguen (RODARE, 2024)

Collinstown Hyperspectral Drillcore Data. - Samuel T. Thiele; Moritz Kirsch; Yuleika Madriz; Richard Gloaguen (RODARE, 2024)

Stonepark Hyperspectral Drillcore Data. - Samuel T. Thiele; Moritz Kirsch; Yuleika Madriz; Richard Gloaguen; Safia El Alami; Isabel Cecilia Contreras Acosta; Houda Saffi (RODARE, 2024)

Integration of Sentinel-1 and Sentinel-2 Data for Ground Truth Sample Migration for Multi-Temporal Land Cover Mapping. - Meisam Moharrami; Sara Attarchi; Richard Gloaguen; Seyed Kazem Alavipanah (Remote. Sens., 2024)

A Spectral and Spatial Comparison of Satellite-Based Hyperspectral Data for Geological Mapping. - Rupsa Chakraborty; Imane Rachdi; Samuel T. Thiele; René Booysen; Moritz Kirsch; Sandra Lorenz; Richard Gloaguen; Imane Sebari (Remote. Sens., 2024)

Improving Mineral Classification Using Multimodal Hyperspectral Point Cloud Data and Multi-Stream Neural Network. - Aldino Rizaldy; Ahmed J. Afifi; Pedram Ghamisi; Richard Gloaguen (Remote. Sens., 2024)

SAR Temporal Shifting: A New Approach for Optical-to-SAR Translation with Consistent Viewing Geometry. - Moien Rangzan; Sara Attarchi; Richard Gloaguen; Seyed Kazem Alavipanah (Remote. Sens., 2024)

Data publication: MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. - Weikang Yu; Xiaokang Zhang; Richard Gloaguen; Xiao Xiang Zhu 001; Pedram Ghamisi (RODARE, 2024)

Polymers Hyperspectral Imaging. - Elias Arbash; Andréa de Lima Ribeiro; Aldino Rizaldy; Margret C. Fuchs; Pedram Ghamisi; Paul Scheunders; Richard Gloaguen (RODARE, 2024)

Evaluation of similarity-checking methods for reference samples migration to monitor land cover changes in the complex terrain of the Alborz Mountains, Iran. - Meisam Moharrami; Sara Attarchi; Richard Gloaguen; Seyed Kazem Alavipanah (Earth Sci. Informatics, 2025)

Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark Dataset. - Elias Arbash; Ahmed Jamal Afifi; Ymane Belahsen; Margret C. Fuchs; Pedram Ghamisi; Paul Scheunders; Richard Gloaguen (CoRR, 2025)

HyperPointFormer: Multimodal Fusion in 3D Space with Dual-Branch Cross-Attention Transformers. - Aldino Rizaldy; Richard Gloaguen; Fabian Ewald Fassnacht; Pedram Ghamisi (CoRR, 2025)

Geospatial Foundation Models to Enable Progress on Sustainable Development Goals. - Pedram Ghamisi; Weikang Yu; Xiaokang Zhang; Aldino Rizaldy; Jian Wang; Chufeng Zhou; Richard Gloaguen; Gustau Camps-Valls (CoRR, 2025)