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Towards perceptual image fusion: A novel two-layer framework

 Chenwei Deng , Xun Liu , Jocelyn Chanussot , Yang Xu , Baojun Zhao
Information Fusion, 2020, 57, pp.102-114. ⟨10.1016/j.inffus.2019.12.002⟩
Article dans une revue hal-03142188v1

Fusion of lidar and hyperspectral data for semantic segmentation of forest tree species

 Eduardo Tusa , Jean-Matthieu Monnet , Jean-Baptiste Barré , Mauro Dalla Mura , Jocelyn Chanussot
ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, XLIII-B3-2020, pp.487-494. ⟨10.5194/isprs-archives-XLIII-B3-2020-487-2020⟩
Article dans une revue hal-02930875v1

Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution

 Jing Yao , Danfeng Hong , Jocelyn Chanussot , Deyu Meng , Xiaoxiang Zhu , et al.
ECCV 2020 - 16th European Conference on Computer Vision, Aug 2020, Glasgow, United Kingdom. pp.208-224, ⟨10.1007/978-3-030-58526-6_13⟩
Communication dans un congrès hal-03142195v1

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing

 Danfeng Hong , Naoto Yokoya , Jocelyn Chanussot , Xiao Xiang Zhu
IEEE Transactions on Image Processing, 2019, 28 (4), pp.1923-1938. ⟨10.1109/TIP.2018.2878958⟩
Article dans une revue hal-01961090v1

GPU Parallel Implementation of Gas Plume Detection in Hyperspectral Video Sequences

 Huimin Yu , Zebin Wu , Jie Wei , Yang Xu , Jocelyn Chanussot , et al.
IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8518055⟩
Communication dans un congrès hal-01960868v1

Selective and robust d-dimensional path operators

 François Cokelaer , Mauro Dalla Mura , Hugues Talbot , Jocelyn Chanussot
ICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.4767-4771, ⟨10.1109/ICIP.2014.7025966⟩
Communication dans un congrès hal-01128471v1
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SUnAA: Sparse Unmixing using Archetypal Analysis

 Behnood Rasti , Alexandre Zouaoui , Julien Mairal , Jocelyn Chanussot
IEEE Geoscience and Remote Sensing Letters, 2023, 20, pp.1-5. ⟨10.1109/LGRS.2023.3284221⟩
Article dans une revue hal-04161394v1

Deep Half-Siamese Networks for Hyperspectral Unmixing

 Zhu Han , Danfeng Hong , Lianru Gao , Bing Zhang , Jocelyn Chanussot
IEEE Geoscience and Remote Sensing Letters, 2021, 18 (11), pp.1996-2000. ⟨10.1109/LGRS.2020.3011941⟩
Article dans une revue hal-03429669v1

Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification

 Rui Bao , Junshi Xia , Mauro Dalla Mura , Peijun Du , Jocelyn Chanussot , et al.
IEEE Geoscience and Remote Sensing Letters, 2016, 13 (3), pp.359-363. ⟨10.1109/LGRS.2015.2513002⟩
Article dans une revue hal-01442573v1
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Hyperspectral unmixing with material variability using social sparsity

 Travis Meyer , Lucas Drumetz , Jocelyn Chanussot , Andrea Bertozzi , Christian Jutten
ICIP 2016 - 23rd IEEE International Conference on Image Processing, IEEE, Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532746⟩
Communication dans un congrès hal-01364247v1

A Study on Full Scale Injection Coefficients for Pansharpening

 Gemine Vivone , Rocco Restaino , Jocelyn Chanussot
IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain
Communication dans un congrès hal-01960816v1

Cellular Automata-Based Image Sequence Denoising Algorithm for Signal Dependent Noise

 Blanca Priego , Richard Duro , Jocelyn Chanussot
IWINAC 2017 - International Work-Conference on the Interplay Between Natural and Artificial Computation, Jun 2017, Coruna, Spain. pp.333 - 342, ⟨10.1007/978-3-319-59773-7_34⟩
Communication dans un congrès hal-01687082v1

4DCAF: A temporal approach for denoising hyperspectral image sequences

 Blanca Priego , Richard Duro , Jocelyn Chanussot
Pattern Recognition, 2017, 72, pp.433-445. ⟨10.1016/j.patcog.2017.07.023⟩
Article dans une revue hal-01687059v1

Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph

 Wenzhi Liao , Mauro Dalla Mura , Jocelyn Chanussot , A Pizurica
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 9 (2), pp.583-594. ⟨10.1109/JSTARS.2015.2498664⟩
Article dans une revue hal-01246593v1

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification

 Junshi Xia , Falco Nicola , Jon Atli Benediktsson , Jocelyn Chanussot , Peijun Du
IEEE Geoscience and Remote Sensing Letters, 2016, 13 (4), pp.584-588. ⟨10.1109/LGRS.2016.2528043⟩
Article dans une revue hal-01442631v1
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Unmixing-based gas plume tracking in LWIR hyperspectral video sequences

 Guillaume Tochon , Delphine Pauwels , Mauro Dalla Mura , Jocelyn Chanussot
WHISPERS 2016 - 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, CA, United States
Communication dans un congrès hal-01356161v1

CFAR Clustering of Polarimetric SAR Data

 Pierre Formont , Miguel Angel Veganzones , Joana Frontera-Pons , Frédéric Pascal , Jean-Philippe Ovarlez , et al.
SONDRA - 3rd SONDRA Workshop, Jun 2013, Hyères - La Londe les Maures, France
Communication dans un congrès hal-00935540v1

Evaluation of ICA based ICTD for PolSAR data analysis in tropical forest scenario

 L Pralon , Gabriel Vasile , Mauro Dalla Mura , Jocelyn Chanussot , Nikola Besic
IGARSS 2015 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.3786-3789, ⟨10.1109/IGARSS.2015.7326648⟩
Communication dans un congrès hal-01246543v1

Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences

 Blanca Priego , Miguel Angel Veganzones , Jocelyn Chanussot , Carole Amiot , Abraham Prieto , et al.
ICIP 2013 - 20th IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.548-552, ⟨10.1109/ICIP.2013.6738113⟩
Communication dans un congrès hal-01010401v1

Signal and Image Processing in Hyperspectral Remote Sensing [From the Guest Editors]

 Ma Wing-Kin , José M. Bioucas-Dias , Jocelyn Chanussot , Paul Gader
IEEE Signal Processing Magazine, 2014, 31 (1), pp.22-23. ⟨10.1109/MSP.2013.2282417⟩
Article dans une revue hal-01128476v1
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Stochastic Approach in Wet Snow Detection Using Multitemporal SAR Data

 Nikola Besic , Gabriel Vasile , Jean-Pierre Dedieu , Jocelyn Chanussot , Srdjan Stankovic
IEEE Geoscience and Remote Sensing Letters, 2015, 12 (2), pp.244-248. ⟨10.1109/LGRS.2014.2334355⟩
Article dans une revue hal-01023156v1

Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image

 Peng Wang , Mauro Dalla Mura , Jocelyn Chanussot , Gong Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12 (1), pp.334-344. ⟨10.1109/JSTARS.2018.2885793⟩
Article dans une revue hal-02307359v1

Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution

 Yang Xu , Zebin Wu , Jocelyn Chanussot , Zhihui Wei
IEEE Transactions on Image Processing, 2019, 28 (6), pp.3034-3047. ⟨10.1109/TIP.2019.2893530⟩
Article dans une revue hal-02307490v1

Mean / standard deviation representation of sonar images for echo detection : application to SAS images

 Frederic Maussang , Jocelyn Chanussot , Alain Hétet , Maud Amate
IEEE Journal of Oceanic Engineering, 2007, 32 (4), pp.956-970. ⟨10.1109/JOE.2007.907936⟩
Article dans une revue hal-02314977v1
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Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package

 Behnood Rasti , Alexandre Zouaoui , Julien Mairal , Jocelyn Chanussot
2023
Pré-publication, Document de travail hal-04180307v2
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Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing

 Mauro Dalla Mura , S Prasad , F Pacifici , P Gamba , Jocelyn Chanussot , et al.
Proceedings of the IEEE, 2015, 103 (9), pp.1585-1601. ⟨10.1109/JPROC.2015.2462751⟩
Article dans une revue hal-01259771v1

Unsupervised classification and spectral unmixing for sub-pixel labelling

 Alberto Villa , Jocelyn Chanussot , Jon Atli Benediktsson , Christian Jutten
IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.n/a
Communication dans un congrès hal-00696045v1

New Binary Partition Tree construction for hyperspectral images: application to object detection

 Philippe Salembier , Silvia Valero , Jocelyn Chanussot , C. Cuadras
IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp.n/a
Communication dans un congrès hal-00696055v1

Collaborative Sliced Inverse Regression

 Alessandro Chiancone , Stéphane Girard , Jocelyn Chanussot
20th Young Statisticians Meeting , Oct 2015, Vorau, Austria
Communication dans un congrès hal-01221010v1
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Poincare Sphere Representation Of Independent Scattering Sources: Application On Distributed Targets

 Nikola Besic , Gabriel Vasile , Jocelyn Chanussot , Srdjan Stankovic
POLinSAR 2013 - 6th International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Jan 2013, Frascati, Italy. 7 p. (session 2 / paper 7)
Communication dans un congrès hal-00862427v1
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