Josiane Zerubia

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 39

Top Venues

ICIP

IGARSS

IEEE Trans. Geosci. Remote. Sens.

MLSP

Publications

Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Multimission, Multifrequency, and Multiresolution SAR Image Classification Through Hierarchical Markov Models and Convolutional Networks. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Jules Mabon, Mathias Ortner, Josiane Zerubia
Learning Point Processes and Convolutional Neural Networks for Object Detection in Satellite Images. Remote. Sens. 16 (6) (2024)
Josiane Zerubia, Louis Hauseux
Remote Sensing: Detecting and Tracking Vehicles on Satellite Images and Videos. ERCIM News 2023 (133) (2023)
Jules Mabon, Mathias Ortner, Josiane Zerubia
Learning point process models for vehicles detection using CNNs in satellite images. SITIS (2023)
Camilo Aguilar, Mathias Ortner, Josiane Zerubia
Enhanced GM-PHD Filter for Real Time Satellite Multi-Target Tracking. ICASSP (2023)
Louis Hauseux, Konstantin Avrachenkov, Josiane Zerubia
Graph Based Approach for Galaxy Filament Extraction. COMPLEX NETWORKS (3) (2023)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Classification of Multimission SAR Images Based on Probabilistic Graphical Models and Convolutional Neural Networks. IGARSS (2023)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Learning CRF potentials through fully convolutional networks for satellite image semantic segmentation. SITIS (2023)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images. ICIP (2022)
Camilo Aguilar, Mathias Ortner, Josiane Zerubia
Adaptive Birth for the GLMB Filter for Object Tracking in Satellite Videos. MLSP (2022)
Tianyu Li, Mary L. Comer, Josiane Zerubia
A Two-Stage Road Segmentation Approach for Remote Sensing Images. ICPR Workshops (3) (2022)
J. Mabon, Mathias Ortner, Josiane Zerubia
CNN-Based Energy Learning for MPP Object Detection in Satellite Images. MLSP (2022)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models. IGARSS (2022)
Bilel Kanoun, Mohamed Abderrazak Cherif, Isabelle Manighetti, Yuliya Tarabalka, Josiane Zerubia
An Enhanced Deep Learning Approach for Tectonic Fault and Fracture Extraction in Very High Resolution Optical Images. ICASSP (2022)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks. IGARSS (2021)
Martina Pastorino, Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles. Remote. Sens. 13 (5) (2021)
Camilo Aguilar, Mathias Ortner, Josiane Zerubia
Small Moving Target MOT Tracking with GM-PHD Filter and Attention-Based CNN. MLSP (2021)
Martina Pastorino, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification. EUSIPCO (2021)
Tianyu Li, Mary L. Comer, Josiane Zerubia
An Unsupervised Retinal Vessel Extraction and Segmentation Method Based On a Tube Marked Point Process Model. ICASSP (2020)
Tianyu Li, Mary L. Comer, Josiane Zerubia
Feature Extraction and Tracking of CNN Segmentations for Improved Road Detection from Satellite Imagery. ICIP (2019)
Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Sebastiano Bruno Serpico, Josiane Zerubia
Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images. ICIP (2019)
Alessandro Montaldo, Luca Fronda, Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico
Joint Classification of Multiresolution and Multisensor Data Using a Multiscale Markov Mesh Model. IGARSS (2019)
Tianyu Li, Mary L. Comer, Josiane Zerubia
A Connected-Tube MPP Model for Object Detection with Application to Materials and Remotely-Sensed Images. ICIP (2018)
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Multi-resolution classification of urban areas using hierarchical symmetric Markov mesh models. JURSE (2017)
Josiane Zerubia, Sebastiano B. Serpico, Gabriele Moser
Natural Disaster Monitoring: Multi-Source Image Analysis with Hierarchical Markov Models. ERCIM News 2017 (108) (2017)
Ali Madooei, Ramy Mohammed Abdlaty, Lilian Doerwald-Munoz, Joseph Hayward, Mark S. Drew, Qiyin Fang, Josiane Zerubia
Hyperspectral image processing for detection and grading of skin erythema. Medical Imaging: Image Processing (2017)
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields. IEEE Geosci. Remote. Sens. Lett. 14 (12) (2017)
Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano Bruno Serpico
A New Cascade Model for the Hierarchical Joint Classification of Multitemporal and Multiresolution Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 54 (11) (2016)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
False Discovery Rate Approach to Unsupervised Image Change Detection. IEEE Trans. Image Process. 25 (10) (2016)
Seong-Gyun Jeong, Yuliya Tarabalka, Nicolas Nisse, Josiane Zerubia
Progressive Tree-like Curvilinear Structure Reconstruction with Structured Ranking Learning and Graph Algorithm. CoRR (2016)
Paula Craciun, Josiane Zerubia
Stochastic geometry for multiple object tracking in fluorescence microscopy. ICIP (2016)
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Contextual multi-scale image classification on quadtree. ICIP (2016)
Heng-Chao Li, Vladimir A. Krylov, Ping-Zhi Fan, Josiane Zerubia, William J. Emery
Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
New hierarchical joint classification method for SAR-optical multiresolution remote sensing data. EUSIPCO (2015)
Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia
Stochastic model for curvilinear structure reconstruction using morphological profiles. ICIP (2015)
Paula Craciun, Mathias Ortner, Josiane Zerubia
Joint Detection and Tracking of Moving Objects Using Spatio-temporal Marked Point Processes. WACV (2015)
Nazre Batool, Josiane Zerubia
Image-based evaluation of treatment responses of facial wrinkles using LDDMM registration and Gabor features. ICIP (2015)
Ihsen Hedhli, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data. IGARSS (2015)
Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia
Marked Point Process Model for Curvilinear Structures Extraction. EMMCVPR (2014)
Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano Bruno Serpico
Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters. IGARSS (2014)
Paula Craciun, Josiane Zerubia
Towards efficient simulation of marked point process models for boat extraction from high resolution optical remotely sensed images. IGARSS (2014)
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach. IEEE Trans. Geosci. Remote. Sens. 52 (6) (2014)
Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia
Marked point process model for facial wrinkle detection. ICIP (2014)
Aurelie Boisbunon, Josiane Zerubia
Estimation of the weight parameter with SAEM for marked point processes applied to object detection. EUSIPCO (2014)
Ihsen Hedhli, Gabriele Moser, Josiane Zerubia, Sebastiano B. Serpico
New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data. ICIP (2014)
Praveer Singh, Zoltan Kato, Josiane Zerubia
A Multilayer Markovian Model for Change Detection in Aerial Image Pairs with Large Time Differences. ICPR (2014)
Paula Craciun, Josiane Zerubia
Boat Extraction in Harbours From High Resolution Satellite Images Using Marked Point Processes. ERCIM News 2013 (95) (2013)
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Classification of Very High Resolution SAR Images of Urban Areas Using Copulas and Texture in a Hierarchical Markov Random Field Model. IEEE Geosci. Remote. Sens. Lett. 10 (1) (2013)
Sylvain Prigent, Xavier Descombes, Didier Zugaj, Laurent Petit, Josiane Zerubia
Multi-scale analysis of skin hyper-pigmentation evolution. ICIP (2013)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
False discovery rate approach to image change detection. ICIP (2013)
Koray Kayabol, Josiane Zerubia
Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model. IEEE Trans. Image Process. 22 (2) (2013)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation. IEEE Trans. Image Process. 22 (10) (2013)
Zhao Liu, Josiane Zerubia
Melanin and Hemoglobin Identification for Skin Disease Analysis. ACPR (2013)
Paula Craciun, Josiane Zerubia
Unsupervised marked point process model for boat extraction in harbors from high resolution optical remotely sensed images. ICIP (2013)
Zhao Liu, Josiane Zerubia
Towards automatic acne detection using a MRF model with chromophore descriptors. EUSIPCO (2013)
Ahmed Gamal-Eldin, Guillaume Charpiat, Xavier Descombes, Josiane Zerubia
An efficient optimizer for simple point process models. Computational Imaging (2013)
Vladimir A. Krylov, Gabriele Moser, Aurélie Voisin, Sebastiano B. Serpico, Josiane Zerubia
Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test. ICIP (2012)
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Multichannel hierarchical image classification using multivariate copulas. Computational Imaging (2012)
Sebastiano B. Serpico, Lorenzo Bruzzone, Giovanni Corsini, William J. Emery, Paolo Gamba, Andrea Garzelli, Grégoire Mercier, Josiane Zerubia, Nicola Acito, Bruno Aiazzi, Francesca Bovolo, Fabio Dell'Acqua, Michaela De Martino, Marco Diani, Vladimir A. Krylov, Gianni Lisini, Carlo Marin, Gabriele Moser, Aurélie Voisin, Claudia Zoppetti
Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures. IGARSS (2012)
Koray Kayabol, Josiane Zerubia
A comparison of texture and amplitude based unsupervised SAR image classifications for urban area extraction. IGARSS (2012)
Zoltan Kato, Josiane Zerubia
Markov Random Fields in Image Segmentation. Found. Trends Signal Process. 5 (1-2) (2012)
Csaba Benedek, Xavier Descombes, Josiane Zerubia
Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. 34 (1) (2012)
Aurélie Voisin, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model. EUSIPCO (2012)
Koray Kayabol, Josiane Zerubia
An hierarchical approach for model-based classification of SAR images. SIU (2012)
Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia
A fast Multiple Birth and Cut algorithm using belief propagation. ICIP (2011)
Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia
A novel algorithm for occlusions and perspective effects using a 3D object process. ICASSP (2011)
Koray Kayabol, Aurélie Voisin, Josiane Zerubia
SAR image classification with non-stationary Multinomial Logistic mixture of amplitude and texture densities. ICIP (2011)
Raffaele Gaetano, Josiane Zerubia, Giuseppe Scarpa, Giovanni Poggi
Morphological road segmentation in urban areas from high resolution satellite images. DSP (2011)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Enhanced Dictionary-Based SAR Amplitude Distribution Estimation and Its Validation With Very High-Resolution Data. IEEE Geosci. Remote. Sens. Lett. 8 (1) (2011)
Koray Kayabol, Vladimir A. Krylov, Josiane Zerubia
Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM. MUSCLE (2011)
Jia Zhou, Christophe Proisy, Pierre Couteron, Xavier Descombes, Josiane Zerubia, Guerric le Maire, Yann Nouvellon
Tree crown detection in high resolution optical images during the early growth stages of Eucalyptus plantations in Brazil. ACPR (2011)
Sylvain Prigent, Didier Zugaj, Xavier Descombes, Philippe Martel, Josiane Zerubia
Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images. ICIP (2011)
Maria S. Kulikova, Ian Jermyn, Xavier Descombes, Elena A. Zhizhina, Josiane Zerubia
A Marked Point Process Model Including Strong Prior Shape Information Applied to Multiple Object Extraction From Images. Int. J. Comput. Vis. Image Process. 1 (2) (2011)
Praveen Pankajakshan, Alain Dieterlen, Gilbert Engler, Zvi Kam, Laure Blanc-Féraud, Josiane Zerubia, Jean-Christophe Olivo-Marin
Wavefront sensing for aberration modeling in fluorescence macroscopy. ISBI (2011)
Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia
Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas. IEEE J. Sel. Top. Signal Process. 5 (3) (2011)
Yannick Verdie, Florent Lafarge, Josiane Zerubia
Generating compact meshes under planar constraints: An automatic approach for modeling buildings from aerial LiDAR. ICIP (2011)
Sylvain Prigent, Xavier Descombes, Didier Zugaj, Josiane Zerubia
Spectral analysis and unsupervised SVM classification for skin hyper-pigmentation classification. WHISPERS (2010)
Maria S. Kulikova, Ian H. Jermyn, Xavier Descombes, Elena A. Zhizhina, Josiane Zerubia
Extraction of arbitrarily-shaped objects using stochastic multiple birth-and-death dynamics and active contours. Computational Imaging (2010)
Sylvain Prigent, Xavier Descombes, Didier Zugaj, Philippe Martel, Josiane Zerubia
Multi-spectral image analysis for skin pigmentation classification. ICIP (2010)
Gabriele Moser, Vladimir A. Krylov, Sebastiano B. Serpico, Josiane Zerubia
High resolution SAR-image classification by Markov random fields and finite mixtures. Computational Imaging (2010)
Ting Peng, Ian H. Jermyn, Véronique Prinet, Josiane Zerubia
Extended Phase Field Higher-Order Active Contour Models for Networks - Its Application to Road Network Extraction from VHR Satellite Images. Int. J. Comput. Vis. 88 (1) (2010)
Florent Lafarge, Xavier Descombes, Josiane Zerubia, Marc Pierrot-Deseilligny
Structural Approach for Building Reconstruction from a Single DSM. IEEE Trans. Pattern Anal. Mach. Intell. 32 (1) (2010)
Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia
Multiple Birth and Cut Algorithm for Multiple Object Detection. J. Multim. Process. Technol. 1 (4) (2010)
Aymen El Ghoul, Ian H. Jermyn, Josiane Zerubia
A Theoretical and Numerical Study of a Phase Field Higher-Order Active Contour Model of Directed Networks. ACCV (2) (2010)
Ahmed Gamal-Eldin, Xavier Descombes, Josiane Zerubia
Multiple Birth and Cut Algorithm for Point Process Optimization. SITIS (2010)
Caroline Lacoste, Xavier Descombes, Josiane Zerubia
Unsupervised line network extraction in remote sensing using a polyline process. Pattern Recognit. 43 (4) (2010)
Csaba Benedek, Xavier Descombes, Josiane Zerubia
Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles. ICPR (2010)
Fatih Arslan, Xavier Descombes, Josiane Zerubia
Object extraction from high resolution SAR images using a birth and death dynamics. ICIP (2009)
Péter Horváth, Ian H. Jermyn, Zoltan Kato, Josiane Zerubia
A higher-order active contour model of a 'gas of circles' and its application to tree crown extraction. Pattern Recognit. 42 (5) (2009)
Giuseppe Scarpa, Raffaele Gaetano, Michal Haindl, Josiane Zerubia
Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation. IEEE Trans. Image Process. 18 (8) (2009)
Csaba Benedek, Xavier Descombes, Josiane Zerubia
Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics. WACV (2009)
Mohamed Nabil Hajj Chehade, Jean-Guy Boureau, Claude Vidal, Josiane Zerubia
Multi-class SVM for forestry classification. ICIP (2009)
Praveen Pankajakshan, Laure Blanc-Féraud, Zvi Kam, Josiane Zerubia
Point-Spread Function Retrieval for Fluorescence Microscopy. ISBI (2009)
Mikael Carlavan, Pierre Weiss, Laure Blanc-Féraud, Josiane Zerubia
Complex Wavelet Regularization for Solving Inverse Problems in Remote Sensing. IGARSS (3) (2009)
Florent Chatelain, Xavier Descombes, Josiane Zerubia
Parameter Estimation for Marked Point Processes. Application to Object Extraction from Remote Sensing Images. EMMCVPR (2009)
Aymen El Ghoul, Ian H. Jermyn, Josiane Zerubia
Inflection point phase field higher-order active contour model for network extraction from VHR satellite images. EUSIPCO (2009)
Maria S. Kulikova, Ian Jermyn, Xavier Descombes, Josiane Zerubia, Elena A. Zhizhina
A Marked Point Process Model with Strong Prior Shape Information for the Extraction of Multiple, Arbitrarily-Shaped Objects. SITIS (2009)
Aymen El Ghoul, Ian H. Jermyn, Josiane Zerubia
A phase field higher-order active contour model of directed networks. ICCV Workshops (2009)
Csaba Benedek, Tamás Szirányi, Zoltan Kato, Josiane Zerubia
Detection of Object Motion Regions in Aerial Image Pairs With a Multilayer Markovian Model. IEEE Trans. Image Process. 18 (10) (2009)

Josiane Zerubia.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Josiane Zerubia