Cecilia Contreras

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 7

Top Topics

Hyperspectral Data

Multinomial Logistic Regression

Extreme Learning Machines

Top Venues

Publications

Laura Tusa, Mahdi Khodadadzadeh, Cecilia Contreras, Kasra Rafiezadeh Shahi, Margret C. Fuchs, Richard Gloaguen, Jens Gutzmer
Drill-Core Mineral Abundance Estimation Using Hyperspectral and High-Resolution Mineralogical Data. Remote. Sens. 12 (7) (2020)
Cecilia Contreras, Mahdi Khodadadzadeh, Pedram Ghamisi, Richard Gloaguen
Mineral Mapping of Drill Core Hyperspectral Data with Extreme Learning Machines. IGARSS (2019)
Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders
A Supervised Method for Nonlinear Hyperspectral Unmixing. Remote. Sens. 11 (20) (2019)
Cecilia Contreras, Mahdi Khodadadzadeh, Laura Tusa, Christina Loidolt, Raimon Tolosana-Delgado, Richard Gloaguen
Geochemical And Hyperspectral Data Fusion For Drill-Core Mineral Mapping. WHISPERS (2019)
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
The Need for Multi-Source, Multi-Scale Hyperspectral Imaging to Boost Non-Invasive Mineral Exploration. IGARSS (2018)
Cecilia Contreras, Mahdi Khodadadzadeh, Laura Tusa, Pedram Ghamisi, Richard Gloaguen
A Machine Learning Technique for Drill Core Hyperspectral Data Analysis. WHISPERS (2018)
Mahdi Khodadadzadeh, Pedram Ghamisi, Cecilia Contreras, Richard Gloaguen
Subspace Multinomial Logistic Regression Ensemble for Classification of Hyperspectral Images. IGARSS (2018)