Yuliya Tarabalka

According to our database1, Yuliya Tarabalka authored at least 59 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2019

ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks.
CoRR, 2019

Input Similarity from the Neural Network Perspective.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Continual Learning for Dense Labeling of Satellite Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Task Deep Learning for Satellite Image Pansharpening and Segmentation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Coarse to fine non-rigid registration: a chain of scale-specific neural networks for multimodal image alignment with application to remote sensing.
CoRR, 2018

Polygonization of Binary Classification Maps Using Mesh Approximation with Right Angle Regularity.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

End-to-End Learning of Polygons for Remote Sensing Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multimodal Image Alignment Through a Multiscale Chain of Neural Networks with Application to Remote Sensing.
Proceedings of the Computer Vision - ECCV 2018, 2018

Aligning and Updating Cadaster Maps with Aerial Images by Multi-task, Multi-resolution Deep Learning.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
High-Resolution Aerial Image Labeling With Convolutional Neural Networks.
IEEE Trans. Geoscience and Remote Sensing, 2017

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

Recurrent Neural Networks to Correct Satellite Image Classification Maps.
IEEE Trans. Geoscience and Remote Sensing, 2017

High-resolution image classification with convolutional networks.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Can semantic labeling methods generalize to any city? the inria aerial image labeling benchmark.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Polygonization of remote sensing classification maps by mesh approximation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Learning Approaches for Remote Sensing Image Classification.
, 2017

2016
High-Resolution Semantic Labeling with Convolutional Neural Networks.
CoRR, 2016

Recurrent Neural Networks to Enhance Satellite Image Classification Maps.
CoRR, 2016

Progressive Tree-like Curvilinear Structure Reconstruction with Structured Ranking Learning and Graph Algorithm.
CoRR, 2016

Fully convolutional neural networks for remote sensing image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Dynamic Ensemble Selection Approach for Hyperspectral Image Classification With Joint Spectral and Spatial Information.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

A Nonparametric Growth Model for Brain Tumor Segmentation in Longitudinal MR Sequences.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015

Improved partition trees for multi-class segmentation of remote sensing images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Stochastic model for curvilinear structure reconstruction using morphological profiles.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Optimizing Partition Trees for Multi-Object Segmentation with Shape Prior.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Spatio-Temporal Video Segmentation With Shape Growth or Shrinkage Constraint.
IEEE Trans. Image Processing, 2014

Dynamic Block-Based Parameter Estimation for MRF Classification of High-Resolution Images.
IEEE Geosci. Remote Sensing Lett., 2014

Graph-cut-based model for spectral-spatial classification of hyperspectral images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Marked point process model for facial wrinkle detection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Marked Point Process Model for Curvilinear Structures Extraction.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

2013
Advances in Spectral-Spatial Classification of Hyperspectral Images.
Proceedings of the IEEE, 2013

A graph-cut-based method for spatio-temporal segmentation of fire from satellite observations.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Enforcing Monotonous Shape Growth or Shrinkage in Video Segmentation.
Proceedings of the British Machine Vision Conference, 2013

2012
Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach.
IEEE Trans. Image Processing, 2012

Best Merge Region-Growing Segmentation With Integrated Nonadjacent Region Object Aggregation.
IEEE Trans. Geoscience and Remote Sensing, 2012

A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

Improved hierarchical optimization-based classification of hyperspectral images using shape analysis.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Shape-constrained segmentation approach for arctic multiyear sea ice floe analysis.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Spectral-spatial classification of hyperspectral images using hierarchical optimization.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Best merge region growing with integrated probabilistic classification for hyperspectral imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Multiple Spectral-Spatial Classification Approach for Hyperspectral Data.
IEEE Trans. Geoscience and Remote Sensing, 2010

Can you 'read' tongue movements? Evaluation of the contribution of tongue display to speech understanding.
Speech Communication, 2010

Segmentation and classification of hyperspectral images using watershed transformation.
Pattern Recognition, 2010

SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images.
IEEE Geosci. Remote Sensing Lett., 2010

A multiple classifier approach for spectral-spatial classification of hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques.
IEEE Trans. Geoscience and Remote Sensing, 2009

Real-time anomaly detection in hyperspectral images using multivariate normal mixture models and GPU processing.
J. Real-Time Image Processing, 2009

Classification of hyperspectral images using automatic marker selection and Minimum Spanning Forest.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Classification based Marker Selection for Watershed Transform of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Can you "read tongue movements"?
Proceedings of the INTERSPEECH 2008, 2008

Parallel Processing for Normal Mixture Models of Hyperspectral Data Using a Graphics Processor.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Segmentation and Classification of Hyperspectral Data using Watershed.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

An Audiovisual Talking Head for Augmented Speech Generation: Models and Animations Based on a Real Speaker's Articulatory Data.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008


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