Joana Frontera-Pons

According to our database, Joana Frontera-Pons authored at least 19 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Data-driven templates with dictionary learning and sparse representations for photometric redshift estimation.

Joana Frontera-Pons, Florent Sureau, Jérôme Bobin, Martin Kilbinger

Astron. Comput., July, 2023

Deep learning-based deconvolution for interferometric radio transient reconstruction.

Benjamin Naoto Chiche, Julien N. Girard, Joana Frontera-Pons, Arnaud Woiselle, Jean-Luc Starck

CoRR, 2023

2022

Stable Long-Term Recurrent Video Super-Resolution.

Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Deep Unrolled Network for Video Super-Resolution.

Benjamin Naoto Chiche, Joana Frontera-Pons, Arnaud Woiselle, Jean-Luc Starck

Proceedings of the Tenth International Conference on Image Processing Theory, 2020

2019

Hyperspectral Anomaly Detection on the Sphere.

Joana Frontera-Pons

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

Dictionary Learning for Photometric Redshift Estimation.

Joana Frontera-Pons, Florent Sureau, Bruno Moraes, Jérôme Bobin, Filipe B. Abdalla, Jean-Luc Starck

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Adaptive Nonzero-Mean Gaussian Detection.

Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez

IEEE Trans. Geosci. Remote. Sens., 2017

Robust ANMF Detection in Noncentered Impulsive Background.

Joana Frontera-Pons, Jean Philippe Ovarlez, Frédéric Pascal

IEEE Signal Process. Lett., 2017

2016

Hyperspectral Anomaly Detectors Using Robust Estimators.

Joana Frontera-Pons, Miguel Angel Veganzones, Frédéric Pascal, Jean Philippe Ovarlez

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

2014

Robust anomaly detection in Hyperspectral Imaging.

Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Binary partition trees-based robust adaptive hyperspectral RX anomaly detection.

Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

On the use of the Hotelling's T² statistic for the hierarchical clustering of hyperspectral data.

Miguel Angel Veganzones, Joana Frontera-Pons, Jocelyn Chanussot, Jean Philippe Ovarlez

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Performance analysis of robust detectors for hyperspectral imaging.

Joana Frontera-Pons, Jean Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

CFAR hierarchical clustering of polarimetric SAR data.

Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

False-alarm regulation for target detection in hyperspectral imaging.

Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Robust detection using M-estimators for hyperspectral imaging.

Joana Frontera-Pons, Mélanie Mahot, Jean Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Supervised morphological target detection from polarimetric stokes vectors images.

Joana Frontera-Pons, Jesús Angulo

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A class of robust estimates for detection in hyperspectral images using elliptical distributions background.

Joana Frontera-Pons, Mélanie Mahot, Jean Philippe Ovarlez, Frédéric Pascal, Sze Kim Pang, Jocelyn Chanussot

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Morphological operators for images valued on the sphere.

Joana Frontera-Pons, Jesús Angulo

Proceedings of the 19th IEEE International Conference on Image Processing, 2012