Susana Hornillo-Mellado

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 2

Top Topics

Completely Unsupervised

Blind Source Separation

Image Statistics

Principle Component Analysis

Top Venues

Signal Process.

Publications

José Luis Camargo-Olivares, Rubén Martín-Clemente, Susana Hornillo-Mellado, Vicente Zarzoso
L1-norm unsupervised Fukunaga-Koontz transform. Signal Process. 182 (2021)
Susana Hornillo-Mellado, Rubén Martín-Clemente, Vicente Baena Lecuyer
Prediction of Satellite Shadowing in Smart Cities with Application to IoT. Sensors 20 (2) (2020)
Vicente Zarzoso, Rubén Martín-Clemente, Susana Hornillo-Mellado
Independent component analysis based on first-order statistics. Signal Process. 92 (8) (2012)
Rubén Martín-Clemente, José Luis Camargo-Olivares, Susana Hornillo-Mellado, Maria del Mar Elena, Isabel Román
Fast Technique for Noninvasive Fetal ECG Extraction. IEEE Trans. Biomed. Eng. 58 (2) (2011)
Rubén Martín-Clemente, Susana Hornillo-Mellado, José Luis Camargo-Olivares
Fast Independent Component Analysis Using a New Property. IWANN (2) (2011)
Rubén Martín-Clemente, Susana Hornillo-Mellado, José Luis Camargo-Olivares
Independent Component Analysis: A Low-Complexity Technique. IWINAC (2) (2011)
José Luis Camargo-Olivares, Rubén Martín-Clemente, Susana Hornillo-Mellado, Maria del Mar Elena, Isabel Román
The Maternal Abdominal ECG as Input to MICA in the Fetal ECG Extraction Problem. IEEE Signal Process. Lett. 18 (3) (2011)
J. M. Górriz, Carlos García Puntonet, Fernando Rojas, R. Martin, Susana Hornillo-Mellado, Elmar Wolfgang Lang
Optimizing blind source separation with guided genetic algorithms. Neurocomputing 69 (13-15) (2006)
Rubén Martín-Clemente, Susana Hornillo-Mellado
Effective blind separation of skewed sources. Signal Process. 86 (10) (2006)
Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha, Juan Manuel Górriz Sáez
Maximization of statistical moments for blind separation of sources revisited. Neurocomputing 69 (13-15) (2006)
Rubén Martín-Clemente, Susana Hornillo-Mellado
Contributions to ICA of natural images. EUSIPCO (2006)
Susana Hornillo-Mellado, Rubén Martín-Clemente, Juan Manuel Górriz Sáez
Connections Between ICA and Sparse Coding Revisited. IWANN (2005)
Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha
On the Connection Between the Human Visual System and Independent Component Analysis. IWINAC (2) (2005)
Juan Manuel Górriz, Javier Ramírez, José C. Segura, Susana Hornillo-Mellado
Voice Activity Detection Using Higher Order Statistics. IWANN (2005)
Carlos García Puntonet, Juan Manuel Górriz Sáez, Moisés Salmerón, Susana Hornillo-Mellado
Theoretical Method for Solving BSS-ICA Using SVM. ICA (2004)
Rubén Martín-Clemente, Susana Hornillo-Mellado, Carlos García Puntonet, José I. Acha
New Eigensystem-Based Method for Blind Source Separation. ICA (2004)
Susana Hornillo-Mellado, Carlos García Puntonet, Rubén Martín-Clemente, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez
Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach. ICA (2004)
Susana Hornillo-Mellado, Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet
Application of Independent Component Analysis to Edge Detection and Watermarking. IWANN (2) (2003)
Rubén Martín-Clemente, Susana Hornillo-Mellado, José I. Acha, Fernando Rojas Ruiz, Carlos García Puntonet
Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation. ESANN (2003)