Josiane Zerubia - Publications, H-index & Citations | Canyam

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Josiane Zerubia

Inria

48H-index

488Paper Count

1.0WCitation Count

Published Papers 46

Publication Date

Probabilistic Fusion Framework Based on Fully Convolutional Networks and Graphical Models for Burned Area Detection From Multiresolution Satellite and UAV Imagery

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2026-03-20

0

OAAI

Martina Pastorino; Gabriele Moser; Fabien Guerra; Sebastiano B. Serpico; Josiane Zerubia

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Generalization of single-linkage with higher-order interactions

Applied Network Science

IF1.5

2026-01-18

0

PREAI

Hauseux, Louis; Avrachenkov, Konstantin; Zerubia, Josiane

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Multimission, Multifrequency, and Multiresolution SAR Image Classification Through Hierarchical Markov Models and Convolutional Networks

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

2

OAAI

Pastorino, Martina; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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CRFNet: A Deep Convolutional Network to Learn the Potentials of a CRF for the Semantic Segmentation of Remote Sensing Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

3

OAAI

Pastorino, Martina; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

21

OAAI

Pastorino, Martina; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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

ieee geoscience and remote sensing magazine

IF4.4

2017-01-01

16

OAAI

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

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2016-11-01

25

OAAI

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

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False Discovery Rate Approach to Unsupervised Image Change Detection

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2016-10-01

9

OAAI

Krylov, Vladimir A.; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2016-04-01

43

OAAI

Li, Heng-Chao; Krylov, Vladimir A.; Fan, Ping-Zhi; Zerubia, Josiane; Emery, William J.

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Multilayer Markov Random Field models for change detection in optical remote sensing images

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2015-09-01

45

OAAI

Benedek, Csaba; Shadaydeh, Mafia; Kato, Zoltan; Sziranyi, Tamas; Zerubia, Josiane

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Report on the IEEE GRSS/ISPRS Workshop Earth Vision @ CVPR 2015 (Boston, MA)

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2015-09-01

0

OAAI

Tuia, Devis; Wegner, Jan Dirk; Schindler, Konrad; Zerubia, Josiane; Moser, Gabriele

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Skin image illumination modeling and chromophore identification for melanoma diagnosis

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2015-04-09

25

OAAI

Liu, Zhao; Zerubia, Josiane

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Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2014-06-01

53

OAAI

Voisin, Aurelie; Krylov, Vladimir A.; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2013-10-01

85

OAAI

Krylov, Vladimir A.; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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Mapping local density of young Eucalyptus plantations by individual tree detection in high spatial resolution satellite images

FOREST ECOLOGY AND MANAGEMENT

IF3.7

2013-08-01

34

OAAI

Zhou, Jia; Proisy, Christophe; Descombes, Xavier; le Maire, Guerric; Nouvellon, Yann; Stape, Jose-Luiz; Viennois, Gaelle; Zerubia, Josiane; Couteron, Pierre

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Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2013-02-01

67

OAAI

Kayabol, Koray; Zerubia, Josiane

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Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model

ieee geoscience and remote sensing magazine

IF4.4

2013-01-01

65

OAAI

Voisin, Aurelie; Krylov, Vladimir A.; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2011-06-01

62

OAAI

Krylov, Vladimir A.; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data

ieee geoscience and remote sensing magazine

IF4.4

2011-01-01

38

OAAI

Krylov, Vladimir A.; Moser, Gabriele; Serpico, Sebastiano B.; Zerubia, Josiane

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Unsupervised line network extraction in remote sensing using a polyline process

PATTERN RECOGNITION

IF7.6

2010-04-01

21

PREAI

Lacoste, Caroline; Descombes, Xavier; Zerubia, Josiane

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