Ihsen Hedhli

According to our database, Ihsen Hedhli authored at least 19 papers between 2014 and 2023.

Collaborative distances:

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

2023

Lifelong Online Learning from Accumulated Knowledge.

Changjian Shui, William Wei Wang, Ihsen Hedhli, Chi Man Wong, Feng Wan, Boyu Wang, Christian Gagné

ACM Trans. Knowl. Discov. Data, May, 2023

Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning.

Mohamed Abderrahmen Abid, Arman Afrasiyabi, Ihsen Hedhli, Jean-François Lalonde, Christian Gagné

CoRR, 2023

2021

Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles.

Martina Pastorino, Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

Remote. Sens., 2021

Image-to-Image Translation with Low Resolution Conditioning.

Mohamed Abderrahmen Abid, Ihsen Hedhli, Jean-François Lalonde, Christian Gagné

CoRR, 2021

A Generative Model for Hallucinating Diverse Versions of Super Resolution Images.

Mohamed Abderrahmen Abid, Ihsen Hedhli, Christian Gagné

CoRR, 2021

2019

Joint Classification of Multiresolution and Multisensor Data Using a Multiscale Markov Mesh Model.

Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images.

Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano Bruno Serpico, Josiane Zerubia

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Learning of Image Dehazing Models for Segmentation Tasks.

Sébastien de Blois, Ihsen Hedhli, Christian Gagné

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Accumulating Knowledge for Lifelong Online Learning.

Changjian Shui, Ihsen Hedhli, Christian Gagné

CoRR, 2018

Diversity regularization in deep ensembles.

Changjian Shui, Azadeh Sadat Mozafari, Jonathan Marek, Ihsen Hedhli, Christian Gagné

CoRR, 2018

2017

Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields.

Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

IEEE Geosci. Remote. Sens. Lett., 2017

Multi-resolution classification of urban areas using hierarchical symmetric Markov mesh models.

Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

Proceedings of the Joint Urban Remote Sensing Event, 2017

2016

Hierarchical joint classification models for multi-resolution, multi-temporal and multi-sensor remote sensing images. Application to natural disasters. (Modèles de classification hiérarchiques d'images satellitaires multi-résolutions, multi-temporelles et multi-capteurs. Application aux désastres naturels).

Ihsen Hedhli

PhD thesis, 2016

A New Cascade Model for the Hierarchical Joint Classification of Multitemporal and Multiresolution Remote Sensing Data.

Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano Bruno Serpico

IEEE Trans. Geosci. Remote. Sens., 2016

Contextual multi-scale image classification on quadtree.

Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data.

Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

New hierarchical joint classification method for SAR-optical multiresolution remote sensing data.

Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters.

Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano Bruno Serpico

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

New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data.

Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico

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