Yuliya Tarabalka

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 52

Top Topics

Image Classification

Marked Point Process

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Liuyun Duan, Willard Mapurisa, Maxime Leras, Leigh Lotter, Yuliya Tarabalka
Brightearth roads: Towards fully automatic road network extraction from satellite imagery. CoRR (2024)
Jean-Philippe Bauchet, Raphael Sulzer, Florent Lafarge, Yuliya Tarabalka
SimpliCity: Reconstructing Buildings with Simple Regularized 3D Models. CoRR (2024)
Johann Lussange, Mulin Yu, Yuliya Tarabalka, Florent Lafarge
3D detection of roof sections from a single satellite image and application to LOD2-building reconstruction. CoRR (2023)
Nicolas Girard, Cedric Larrosa, Willard Mapurisa, Frederic Trastour, Yuliya Tarabalka
Brightearth City Texturing : Faithful Procedural 3d Urban Modeling From Satellite and Ground Imagery. IGARSS (2023)
Mohamed Abderrazak Cherif, Jean-Philippe Bauchet, Yuliya Tarabalka, Isabelle Manighetti
Vector Maps Fusion for Reliable Mapping of Building Footprints. IGARSS (2022)
Jean-Philippe Bauchet, Arno Gobbin, Yuliya Tarabalka
From Raster Predictions to Vector Layers of Buildings: A Computational Geometry Approach. 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)
Nicolas Girard, Dmitriy Smirnov, Justin Solomon, Yuliya Tarabalka
Polygonal Building Extraction by Frame Field Learning. CVPR (2021)
Onur Tasar, Alain Giros, Yuliya Tarabalka, Pierre Alliez, Sébastien Clerc
DAugNet: Unsupervised, Multisource, Multitarget, and Life-Long Domain Adaptation for Semantic Segmentation of Satellite Images. IEEE Trans. Geosci. Remote. Sens. 59 (2) (2021)
Guillaume Charpiat, Nicolas Girard, Loris Felardos, Yuliya Tarabalka
Input Similarity from the Neural Network Perspective. CoRR (2021)
Jean-Philippe Bauchet, Willard Mapurisa, Arno Gobbin, Sébastien Tripodi, Yuliya Tarabalka, Liuyun Duan, Lionel Laurore
Rooftops or Footprints? Reliable Building Footprint Extraction From High-Resolution Satellite Images. IGARSS (2021)
Onur Tasar, Yuliya Tarabalka, Alain Giros, Pierre Alliez, Sébastien Clerc
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization. CoRR (2020)
Sébastien Tripodi, Liuyun Duan, Veronique Poujade, Frederic Trastour, Jean-Philippe Bauchet, Lionel Laurore, Yuliya Tarabalka
Operational Pipeline for Large-Scale 3D Reconstruction of Buildings From Satellite Images. IGARSS (2020)
Onur Tasar, S. L. Happy, Yuliya Tarabalka, Pierre Alliez
SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data. CoRR (2020)
Nicolas Girard, Dmitriy Smirnov, Justin Solomon, Yuliya Tarabalka
Regularized Building Segmentation by Frame Field Learning. IGARSS (2020)
Onur Tasar, Yuliya Tarabalka, Alain Giros, Pierre Alliez, Sébastien Clerc
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization. CVPR Workshops (2020)
Onur Tasar, S. L. Happy, Yuliya Tarabalka, Pierre Alliez
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. 58 (10) (2020)
Jose R. G. Braga, Vinícius Peripato, Ricardo Dalagnol, Matheus Pinheiro Ferreira, Yuliya Tarabalka, Luiz E. O. C. Aragão, Haroldo F. de Campos Velho, Elcio H. Shiguemori, Fabien Hubert Wagner
Tree Crown Delineation Algorithm Based on a Convolutional Neural Network. Remote. Sens. 12 (8) (2020)
Fabien Hubert Wagner, Ricardo Dalagnol, Yuliya Tarabalka, Tassiana Y. F. Segantine, Rogério Thomé, Mayumi C. M. Hirye
U-Net-Id, an Instance Segmentation Model for Building Extraction from Satellite Images - Case Study in the Joanópolis City, Brazil. Remote. Sens. 12 (10) (2020)
Onur Tasar, S. L. Happy, Yuliya Tarabalka, Pierre Alliez
SEMI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data. IGARSS (2020)
Onur Tasar, Alain Giros, Yuliya Tarabalka, Pierre Alliez, Sébastien Clerc
DAugNet: Unsupervised, Multi-source, Multi-target, and Life-long Domain Adaptation for Semantic Segmentation of Satellite Images. CoRR (2020)
Nicolas Girard, Dmitriy Smirnov, Justin Solomon, Yuliya Tarabalka
Polygonal Building Segmentation by Frame Field Learning. CoRR (2020)
Gael Kamdem De Teyou, Yuliya Tarabalka, Isabelle Manighetti, Rafael Almar, Sébastien Tripodi
Deep Neural Networks for automatic extraction of features in time series satellite images. CoRR (2020)
Andrew Khalel, Onur Tasar, Guillaume Charpiat, Yuliya Tarabalka
Multi-Task Deep Learning for Satellite Image Pansharpening and Segmentation. IGARSS (2019)
Onur Tasar, S. L. Happy, Yuliya Tarabalka, Pierre Alliez
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks. CoRR (2019)
Guillaume Charpiat, Nicolas Girard, Loris Felardos, Yuliya Tarabalka
Input Similarity from the Neural Network Perspective. NeurIPS (2019)
Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka
Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data. CoRR (2019)
Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka
Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data. IGARSS (2019)
Onur Tasar, Yuliya Tarabalka, Pierre Alliez
Continual Learning for Dense Labeling of Satellite Images. IGARSS (2019)
Onur Tasar, Yuliya Tarabalka, Pierre Alliez
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (9) (2019)
Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka
Aligning and Updating Cadaster Maps with Aerial Images by Multi-task, Multi-resolution Deep Learning. ACCV (5) (2018)
Onur Tasar, Yuliya Tarabalka, Pierre Alliez
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data. CoRR (2018)
Armand Zampieri, Guillaume Charpiat, Nicolas Girard, Yuliya Tarabalka
Multimodal Image Alignment Through a Multiscale Chain of Neural Networks with Application to Remote Sensing. ECCV (16) (2018)
Nicolas Girard, Yuliya Tarabalka
End-to-End Learning of Polygons for Remote Sensing Image Classification. IGARSS (2018)
Onur Tasar, Emmanuel Maggiori, Pierre Alliez, Yuliya Tarabalka
Polygonization of Binary Classification Maps Using Mesh Approximation with Right Angle Regularity. IGARSS (2018)
Bohao Huang, Kangkang Lu, Nicolas Audebert, Andrew Khalel, Yuliya Tarabalka, Jordan M. Malof, Alexandre Boulch, Bertrand Le Saux, Leslie M. Collins, Kyle Bradbury, Sébastien Lefèvre, Motaz El-Saban
Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark. IGARSS (2018)
Armand Zampieri, Guillaume Charpiat, Yuliya Tarabalka
Coarse to fine non-rigid registration: a chain of scale-specific neural networks for multimodal image alignment with application to remote sensing. CoRR (2018)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez
High-resolution image classification with convolutional networks. IGARSS (2017)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez
Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55 (2) (2017)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez
High-Resolution Aerial Image Labeling With Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 55 (12) (2017)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez
Can semantic labeling methods generalize to any city? the inria aerial image labeling benchmark. IGARSS (2017)
Emmanuel Maggiori, Guillaume Charpiat, Yuliya Tarabalka, Pierre Alliez
Recurrent Neural Networks to Correct Satellite Image Classification Maps. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez
Polygonization of remote sensing classification maps by mesh approximation. ICIP (2017)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez
Recurrent Neural Networks to Enhance Satellite Image Classification Maps. CoRR (2016)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez
Fully convolutional neural networks for remote sensing image classification. IGARSS (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)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez
High-Resolution Semantic Labeling with Convolutional Neural Networks. CoRR (2016)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat
Improved partition trees for multi-class segmentation of remote sensing images. IGARSS (2015)
Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia
Stochastic model for curvilinear structure reconstruction using morphological profiles. ICIP (2015)
Bharath Bhushan Damodaran, Rama Rao Nidamanuri, Yuliya Tarabalka
Dynamic Ensemble Selection Approach for Hyperspectral Image Classification With Joint Spectral and Spatial Information. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat
Optimizing Partition Trees for Multi-Object Segmentation with Shape Prior. BMVC (2015)
Esther Alberts, Guillaume Charpiat, Yuliya Tarabalka, Thomas Huber, Marc-André Weber, Jan S. Bauer, Claus Zimmer, Bjoern H. Menze
A Nonparametric Growth Model for Brain Tumor Segmentation in Longitudinal MR Sequences. Brainles@MICCAI (2015)
Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia
Marked Point Process Model for Curvilinear Structures Extraction. EMMCVPR (2014)
Hossein Aghighi, John C. Trinder, Yuliya Tarabalka, Samsung Lim
Dynamic Block-Based Parameter Estimation for MRF Classification of High-Resolution Images. IEEE Geosci. Remote. Sens. Lett. 11 (10) (2014)
Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia
Marked point process model for facial wrinkle detection. ICIP (2014)
Yuliya Tarabalka, Aakanksha Rana
Graph-cut-based model for spectral-spatial classification of hyperspectral images. IGARSS (2014)
Yuliya Tarabalka, Guillaume Charpiat, Ludovic Brucker, Bjoern H. Menze
Spatio-Temporal Video Segmentation With Shape Growth or Shrinkage Constraint. IEEE Trans. Image Process. 23 (9) (2014)
Mathieu Fauvel, Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
Advances in Spectral-Spatial Classification of Hyperspectral Images. Proc. IEEE 101 (3) (2013)
Yuliya Tarabalka, Guillaume Charpiat, Ludovic Brucker, Bjoern H. Menze
Enforcing Monotonous Shape Growth or Shrinkage in Video Segmentation. BMVC (2013)
Yuliya Tarabalka, Guillaume Charpiat
A graph-cut-based method for spatio-temporal segmentation of fire from satellite observations. IGARSS (2013)
Yuliya Tarabalka, James C. Tilton
Improved hierarchical optimization-based classification of hyperspectral images using shape analysis. IGARSS (2012)
Yuliya Tarabalka, Ludovic Brucker, Alvaro Ivanoff, James C. Tilton
Shape-constrained segmentation approach for arctic multiyear sea ice floe analysis. IGARSS (2012)
Yuliya Tarabalka, James C. Tilton, Jón Atli Benediktsson, Jocelyn Chanussot
A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (1) (2012)
James C. Tilton, Yuliya Tarabalka, Paul M. Montesano, Emanuel Gofman
Best Merge Region-Growing Segmentation With Integrated Nonadjacent Region Object Aggregation. IEEE Trans. Geosci. Remote. Sens. 50 (11) (2012)
Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jón Atli Benediktsson
Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach. IEEE Trans. Image Process. 21 (4) (2012)
Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jón Atli Benediktsson
A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images. ICIP (2011)
Yuliya Tarabalka, James C. Tilton
Best merge region growing with integrated probabilistic classification for hyperspectral imagery. IGARSS (2011)
Yuliya Tarabalka, James C. Tilton, Jón Atli Benediktsson, Jocelyn Chanussot
Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery. ICASSP (2011)
Yuliya Tarabalka, James C. Tilton
Spectral-spatial classification of hyperspectral images using hierarchical optimization. WHISPERS (2011)
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
A multiple classifier approach for spectral-spatial classification of hyperspectral data. IGARSS (2010)
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot, James C. Tilton
Multiple Spectral-Spatial Classification Approach for Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 48 (11) (2010)
Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 7 (4) (2010)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers. IEEE Trans. Syst. Man Cybern. Part B 40 (5) (2010)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
Segmentation and classification of hyperspectral images using watershed transformation. Pattern Recognit. 43 (7) (2010)
Pierre Badin, Yuliya Tarabalka, Frédéric Elisei, Gérard Bailly
Can you 'read' tongue movements? Evaluation of the contribution of tongue display to speech understanding. Speech Commun. 52 (6) (2010)
Yuliya Tarabalka, Jón Atli Benediktsson, Jocelyn Chanussot
Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques. IEEE Trans. Geosci. Remote. Sens. 47 (8-2) (2009)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
Classification of hyperspectral images using automatic marker selection and Minimum Spanning Forest. WHISPERS (2009)
Yuliya Tarabalka, Trym Vegard Haavardsholm, Ingebjørg Kåsen, Torbjørn Skauli
Real-time anomaly detection in hyperspectral images using multivariate normal mixture models and GPU processing. J. Real Time Image Process. 4 (3) (2009)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson
Classification based Marker Selection for Watershed Transform of Hyperspectral Images. IGARSS (3) (2009)
Pierre Badin, Yuliya Tarabalka, Frédéric Elisei, Gérard Bailly
Can you "read tongue movements"? INTERSPEECH (2008)
Pierre Badin, Frédéric Elisei, Gérard Bailly, Yuliya Tarabalka
An Audiovisual Talking Head for Augmented Speech Generation: Models and Animations Based on a Real Speaker's Articulatory Data. AMDO (2008)
Yuliya Tarabalka, Trym Vegard Haavardsholm, Ingebjørg Kåsen, Torbjørn Skauli
Parallel Processing for Normal Mixture Models of Hyperspectral Data Using a Graphics Processor. IGARSS (2) (2008)
Yuliya Tarabalka, Jocelyn Chanussot, Jón Atli Benediktsson, Jesús Angulo, Mathieu Fauvel
Segmentation and Classification of Hyperspectral Data using Watershed. IGARSS (3) (2008)