Joana Frontera-Pons

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 12

Top Topics

Dictionary Learning

Robust Estimators

Detect Anomalies

Top Venues

IEEE Signal Process. Lett.

Astron. Comput.

Publications

Max Muzeau, Joana Frontera-Pons, Chengfang Ren, Jean Philippe Ovarlez
SAFE: a SAR Feature Extractor based on self-supervised learning and masked Siamese ViTs. CoRR (2024)
Joana Frontera-Pons, Florent Sureau, Jérôme Bobin, Martin Kilbinger
Data-driven templates with dictionary learning and sparse representations for photometric redshift estimation. Astron. Comput. 44 (2023)
Benjamin Naoto Chiche, Julien N. Girard, Joana Frontera-Pons, Arnaud Woiselle, Jean-Luc Starck
Deep learning-based deconvolution for interferometric radio transient reconstruction. CoRR (2023)
Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck
Stable Long-Term Recurrent Video Super-Resolution. CVPR (2022)
Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck
Stable Long-Term Recurrent Video Super-Resolution. CoRR (2021)
Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck
Deep Unrolled Network for Video Super-Resolution. CoRR (2021)
Benjamin Naoto Chiche, Joana Frontera-Pons, Arnaud Woiselle, Jean-Luc Starck
Deep Unrolled Network for Video Super-Resolution. IPTA (2020)
Joana Frontera-Pons
Hyperspectral Anomaly Detection on the Sphere. CAMSAP (2019)
Joana Frontera-Pons, Florent Sureau, Bruno Moraes, Jérôme Bobin, Filipe B. Abdalla, Jean-Luc Starck
Dictionary Learning for Photometric Redshift Estimation. EUSIPCO (2018)
Joana Frontera-Pons, Jean Philippe Ovarlez, Frédéric Pascal
Robust ANMF Detection in Noncentered Impulsive Background. IEEE Signal Process. Lett. 24 (12) (2017)
Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez
Adaptive Nonzero-Mean Gaussian Detection. IEEE Trans. Geosci. Remote. Sens. 55 (2) (2017)
Joana Frontera-Pons, Miguel Angel Veganzones, Frédéric Pascal, Jean Philippe Ovarlez
Hyperspectral Anomaly Detectors Using Robust Estimators. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
Binary partition trees-based robust adaptive hyperspectral RX anomaly detection. ICIP (2014)
Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
Robust anomaly detection in Hyperspectral Imaging. IGARSS (2014)
Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
CFAR hierarchical clustering of polarimetric SAR data. IGARSS (2013)
Joana Frontera-Pons, Jean Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot
Performance analysis of robust detectors for hyperspectral imaging. IGARSS (2013)
Miguel Angel Veganzones, Joana Frontera-Pons, Jocelyn Chanussot, Jean Philippe Ovarlez
statistic for the hierarchical clustering of hyperspectral data. WHISPERS (2013)
Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez
False-alarm regulation for target detection in hyperspectral imaging. CAMSAP (2013)
Joana Frontera-Pons, Mélanie Mahot, Jean Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot
Robust detection using M-estimators for hyperspectral imaging. WHISPERS (2012)
Joana Frontera-Pons, Jesús Angulo
Supervised morphological target detection from polarimetric stokes vectors images. WHISPERS (2012)
Joana Frontera-Pons, Jesús Angulo
Morphological operators for images valued on the sphere. ICIP (2012)
Joana Frontera-Pons, Mélanie Mahot, Jean Philippe Ovarlez, Frédéric Pascal, Sze Kim Pang, Jocelyn Chanussot
A class of robust estimates for detection in hyperspectral images using elliptical distributions background. IGARSS (2012)