Joana Frontera-Pons

27 papers A* 1B 3C 5Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring Polarimetric Properties Preservation during Reconstruction of PolSAR images using Complex-valued Convolutional Neural Networks.
CoRR
Quentin Gabot, Joana Frontera-Pons, Jérémy Fix, Chengfang Ren, Jean Philippe Ovarlez
2025 J jnl
Shift-Equivariant Complex-Valued Convolutional Neural Networks.
CoRR
Quentin Gabot, Teck-Yian Lim, Jérémy Fix, Joana Frontera-Pons, Chengfang Ren, Jean Philippe Ovarlez
2025 B conf
torchcvnn: A PyTorch-based library to easily experiment with state-of-the-art Complex-Valued Neural Networks.
IJCNN
Jérémy Fix, Quentin Gabot, X. Huy Nguyen, Joana Frontera-Pons, Chengfang Ren, Jean Philippe Ovarlez
2024 C conf
General Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor Types.
IGARSS
Max Muzeau, Joana Frontera-Pons, Chenfang Ren, Jean Philippe Ovarlez
2024 — conf
Robust Statistics for Multi-Band SAR Image Change Detection.
EUSIPCO
Moustapha Diaw, Olivier Lerda, Joana Frontera-Pons, Frédéric Brigui, Jean Philippe Ovarlez
2024 J jnl
SAFE: a SAR Feature Extractor based on self-supervised learning and masked Siamese ViTs.
CoRR
Max Muzeau, Joana Frontera-Pons, Chengfang Ren, Jean Philippe Ovarlez
2023 J jnl
Data-driven templates with dictionary learning and sparse representations for photometric redshift estimation.
Astron. Comput.
Joana Frontera-Pons, Florent Sureau, Jérôme Bobin, Martin Kilbinger
2023 J jnl
Deep learning-based deconvolution for interferometric radio transient reconstruction.
CoRR
Benjamin Naoto Chiche, Julien N. Girard, Joana Frontera-Pons, Arnaud Woiselle, Jean-Luc Starck
2022 A* conf
Stable Long-Term Recurrent Video Super-Resolution.
CVPR
Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck
2021 J jnl
Deep Unrolled Network for Video Super-Resolution.
CoRR
Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck
2021 J jnl
Stable Long-Term Recurrent Video Super-Resolution.
CoRR
Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck
2020 — conf
Deep Unrolled Network for Video Super-Resolution.
IPTA
Benjamin Naoto Chiche, Joana Frontera-Pons, Arnaud Woiselle, Jean-Luc Starck
2019 — conf
Hyperspectral Anomaly Detection on the Sphere.
CAMSAP
Joana Frontera-Pons
2018 — conf
Dictionary Learning for Photometric Redshift Estimation.
EUSIPCO
Joana Frontera-Pons, Florent Sureau, Bruno Moraes, Jérôme Bobin, Filipe B. Abdalla, Jean-Luc Starck
2017 J jnl
Adaptive Nonzero-Mean Gaussian Detection.
IEEE Trans. Geosci. Remote. Sens.
Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez
2017 J jnl
Robust ANMF Detection in Noncentered Impulsive Background.
IEEE Signal Process. Lett.
Joana Frontera-Pons, Jean Philippe Ovarlez, Frédéric Pascal
2016 J jnl
Hyperspectral Anomaly Detectors Using Robust Estimators.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Joana Frontera-Pons, Miguel Angel Veganzones, Frédéric Pascal, Jean Philippe Ovarlez
2014 B conf
Binary partition trees-based robust adaptive hyperspectral RX anomaly detection.
ICIP
Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
2014 C conf
Robust anomaly detection in Hyperspectral Imaging.
IGARSS
Joana Frontera-Pons, Miguel Angel Veganzones, Santiago Velasco-Forero, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
2013 C conf
CFAR hierarchical clustering of polarimetric SAR data.
IGARSS
Pierre Formont, Miguel Angel Veganzones, Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez, Jocelyn Chanussot
2013 — conf
False-alarm regulation for target detection in hyperspectral imaging.
CAMSAP
Joana Frontera-Pons, Frédéric Pascal, Jean Philippe Ovarlez
2013 — conf
On the use of the Hotelling's T
WHISPERS
Miguel Angel Veganzones, Joana Frontera-Pons, Jocelyn Chanussot, Jean Philippe Ovarlez
2013 C conf
Performance analysis of robust detectors for hyperspectral imaging.
IGARSS
Joana Frontera-Pons, Jean Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot
2012 C conf
A class of robust estimates for detection in hyperspectral images using elliptical distributions background.
IGARSS
Joana Frontera-Pons, Mélanie Mahot, Jean Philippe Ovarlez, Frédéric Pascal, Sze Kim Pang, Jocelyn Chanussot
2012 B conf
Morphological operators for images valued on the sphere.
ICIP
Joana Frontera-Pons, Jesús Angulo
2012 — conf
Robust detection using M-estimators for hyperspectral imaging.
WHISPERS
Joana Frontera-Pons, Mélanie Mahot, Jean Philippe Ovarlez, Frédéric Pascal, Jocelyn Chanussot
2012 — conf
Supervised morphological target detection from polarimetric stokes vectors images.
WHISPERS
Joana Frontera-Pons, Jesús Angulo