Isabel Cecilia Contreras Acosta

According to our database, Isabel Cecilia Contreras Acosta authored at least 13 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Resolution Enhancement for Drill-Core Hyperspectral Mineral Mapping.

Isabel Cecilia Contreras Acosta, Mahdi Khodadadzadeh, Richard Gloaguen

Remote. Sens., 2021

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

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

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

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

A Supervised Method for Nonlinear Hyperspectral Unmixing.

Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders

Remote. Sens., 2019

Geochemical And Hyperspectral Data Fusion For Drill-Core Mineral Mapping.

Cecilia Contreras, Mahdi Khodadadzadeh, Laura Tusa, Christina Loidolt, Raimon Tolosana-Delgado, Richard Gloaguen

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Mineral Mapping of Drill Core Hyperspectral Data with Extreme Learning Machines.

Cecilia Contreras, Mahdi Khodadadzadeh, Pedram Ghamisi, Richard Gloaguen

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A Machine Learning Technique for Drill Core Hyperspectral Data Analysis.

Cecilia Contreras, Mahdi Khodadadzadeh, Laura Tusa, Pedram Ghamisi, Richard Gloaguen

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Subspace Multinomial Logistic Regression Ensemble for Classification of Hyperspectral Images.

Mahdi Khodadadzadeh, Pedram Ghamisi, Cecilia Contreras, Richard Gloaguen

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

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, Mahdi Khodadadzadeh, Margret C. Fuchs

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018