Isabel Cecilia Contreras
Isabel Cecilia Contreras
Helmholtz-Institute Freiberg for Resource Technology, HZDR.
Verified email at hzdr.de
Title
Cited by
Cited by
Year
A machine learning framework for drill-core mineral mapping using hyperspectral and high-resolution mineralogical data fusion
ICC Acosta, M Khodadadzadeh, L Tusa, P Ghamisi, R Gloaguen
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
262019
Mineral Mapping and Vein Detection in Hyperspectral Drill-Core Scans: Application to Porphyry-Type Mineralization
L Tusa, L Andreani, M Khodadadzadeh, C Contreras, P Ivascanu, ...
Minerals 9 (2), 122, 2019
142019
Multi-Sensor Spectral Imaging of Geological Samples: A Data Fusion Approach Using Spatio-Spectral Feature Extraction
S Lorenz, P Seidel, P Ghamisi, R Zimmermann, L Tusa, ...
Sensors 19 (12), 2787, 2019
132019
Drill-Core Mineral Abundance Estimation Using Hyperspectral and High-Resolution Mineralogical Data
L Tuşa, M Khodadadzadeh, C Contreras, K Rafiezadeh Shahi, M Fuchs, ...
Remote Sensing 12 (7), 1218, 2020
52020
A Supervised Method for Nonlinear Hyperspectral Unmixing
B Koirala, M Khodadadzadeh, C Contreras, Z Zahiri, R Gloaguen, ...
Remote sensing 11 (20), 2458, 2019
52019
A Machine Learning Technique for Drill Core Hyperspectral Data Analysis
C Contreras, M Khodadadzadeh, L Tusa, P Ghamisi, R Gloaguen
2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018
42018
Subspace Multinomial Logistic Regression Ensemble for Classification of Hyperspectral Images
M Khodadadzadeh, P Ghamisi, C Contreras, R Gloaguen
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
32018
The Need for Multi-Source, Multi-Scale Hyperspectral Imaging to Boost Non-Invasive Mineral Exploration
R Gloaguen, P Ghamisi, S Lorenz, M Kirsch, R Zimmermann, R Booysen, ...
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
32018
Mapping Epithermal alteration mineralogy with high spatial resolution hyperspectral imaging of rock samples.
ICC Acosta, CA Hecker, FD van der Meer
GRSG Geological Remote Sensing Group of the Geological Society; 28th Annual …, 2017
2*2017
Mapping Epithermal Alteration Mineralogy with High Spatial Resolution Hyperspectral Imaging of Rock Samples
IC Contreras Acosta, CA Hecker, FD van der Meer
22017
UAS-Based Hyperspectral Environmental Monitoring of Acid Mine Drainage Affected Waters
H Flores, S Lorenz, R Jackisch, L Tusa, IC Contreras, R Zimmermann, ...
Minerals 11 (2), 182, 2021
12021
Drill-Core Hyperspectral and Geochemical Data Integration in a Superpixel-Based Machine Learning Framework
ICC Acosta, M Khodadadzadeh, R Tolosana-Delgado, R Gloaguen
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
12020
Geochemical And Hyperspectral Data Fusion For Drill-Core Mineral Mapping
C Contreras, M Khodadadzadeh, L Tusa, C Loidolt, R Tolosana-Delgado, ...
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2019
12019
Fusion of VNIR-SWIR and LWIR for Mineral Mapping in a Machine Learning Framework
IC Contreras, M Khodadadzadeh, L Tusa, R Gloaguen
EGU General Assembly 21 (9092), 2019
12019
Subspace clustering algorithms for mineral mapping
M Khodadadzadeh, C Contreras, L Tusa, R Gloaguen
Image and Signal Processing for Remote Sensing XXIV 10789, 107891V, 2018
12018
Mapping Epithermal Alteration Mineralogy with High Spatial Resolution Hyperspectral Imaging of Rock Samples
C Contreras, C Hecker, F van der Meer
GRSG Conference, 123-128, 2015
12015
UAS-Based Hyperspectral Environmental Monitoring of Acid Mine Drainage Affected Waters. Minerals 2021, 11, 182
H Flores, S Lorenz, R Jackisch, L Tusa, IC Contreras, R Zimmermann, ...
s Note: MDPI stays neu-tral with regard to jurisdictional clai-ms in …, 2021
2021
Integrated Environmental Monitoring of AMD Affected Waters using Hyperspectral Imaging and In-situ Analytics
H Flores, S Lorenz, R Jackisch, L Tusa, C Contreras, R Gloaguen
EGU General Assembly Conference Abstracts, 17124, 2020
2020
3D modelling of a mineral deposit using drill core hyperspectral data
R De La Rosa, M Khodadadzadeh, C Contreras, L Tusa, M Kirsch, ...
EGU General Assembly Conference Abstracts, 14952, 2020
2020
A supervised technique for drill-core mineral mapping using Hyperspectral data
C Contreras, M Khodadadzadeh, L Tusa, R Gloaguen
EGU General Assembly Conference Abstracts, 13526, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–20