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Journal articles

[1] Gaddour, H., Kanoun, S. & Vincent, N (2023)
A New Method for Arabic Text Detection in Natural Scene Images,
Int. J. Image Graph., 23(1):2350010:1-2350010:31
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_ijig_GaddourKV23,
   title={A New Method for Arabic Text Detection in Natural Scene Images},
   year={2023},
   journal={Int. J. Image Graph.},
   volume={23},
   number={1},
   pages={2350010:1--2350010:31},
   doi={10.1142/S0219467823500109},
   author={Gaddour, H. and Kanoun, S. and Vincent, N.}
}
	
[2] Deléarde, R., Kurtz, C. & Wendling, L (2022)
Description and recognition of complex spatial configurations of object pairs with Force Banner 2D features,
Pattern Recognit., 123:108410
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_pr_DeleardeKW22,
   title={Description and recognition of complex spatial configurations of object pairs with Force Banner 2D features},
   year={2022},
   journal={Pattern Recognit.},
   volume={123},
   pages={108410},
   doi={10.1016/J.PATCOG.2021.108410},
   author={Deléarde, R. and Kurtz, C. and Wendling, L.}
}
	
[3] Fatras, K., Damodaran, B.B., Lobry, S., Flamary, R., Tuia, D. & Courty, N (2022)
Wasserstein Adversarial Regularization for Learning With Label Noise,
IEEE Trans. Pattern Anal. Mach. Intell., 44(10):7296-7306
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_pami_FatrasDLFTC22,
   title={Wasserstein Adversarial Regularization for Learning With Label Noise},
   year={2022},
   journal={IEEE Trans. Pattern Anal. Mach. Intell.},
   volume={44},
   number={10},
   pages={7296-7306},
   doi={10.1109/TPAMI.2021.3094662},
   author={Fatras, K. and Damodaran, B.B. and Lobry, S. and Flamary, R. and Tuia, D. and Courty, N.}
}
	

Conference articles

[1] Rousse, B., Lobry, S., Duthé, G., Golaz, V. & Wendling, L (2023)
Seasonal semi-supervised domain adaptation for linking population studies and Local Climate Zones,
In Joint Urban Remote Sensing Event, JURSE 2023, Heraklion, Greece, May 17-19, 2023, pages 1-4, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_jurse_RousseLDGW23,
   title={Seasonal semi-supervised domain adaptation for linking population studies and Local Climate Zones},
   year={2023},
   booktitle={Joint Urban Remote Sensing Event, JURSE 2023, Heraklion, Greece, May 17-19, 2023},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/JURSE57346.2023.10144163},
   author={Rousse, B. and Lobry, S. and Duthé, G. and Golaz, V. and Wendling, L.}
}
	
[2] Guo, Z., Wang, Q., M\uller, H., Palpanas, T., Loménie, N. & Kurtz, C (2023)
A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma,
In 20th IEEE International Symposium on Biomedical Imaging, ISBI 2023, Cartagena, Colombia, April 18-21, 2023, pages 1-5, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_isbi_GuoWMPLK23,
   title={A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma},
   year={2023},
   booktitle={20th IEEE International Symposium on Biomedical Imaging, ISBI 2023, Cartagena, Colombia, April 18-21, 2023},
   pages={1-5},
   publisher={IEEE},
   doi={10.1109/ISBI53787.2023.10230568},
   author={Guo, Z. and Wang, Q. and M\uller, H. and Palpanas, T. and Loménie, N. and Kurtz, C.}
}
	
[3] Servant, L., Kurtz, C. & Wendling, L (2023)
An Extension of the Radial Line Model to Predict Spatial Relations,
In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 4: VISAPP, Lisbon, Portugal, February 19-21, 2023, pages 187-195, SCITEPRESS.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_visapp_ServantKW23,
   title={An Extension of the Radial Line Model to Predict Spatial Relations},
   year={2023},
   booktitle={Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 4: VISAPP, Lisbon, Portugal, February 19-21, 2023},
   editor={Radeva, P. and Farinella, G.M. and Bouatouch, K.},
   pages={187-195},
   publisher={SCITEPRESS},
   doi={10.5220/0011644300003417},
   author={Servant, L. and Kurtz, C. and Wendling, L.}
}
	
[4] Leygonie, R., Lobry, S., Vimont, G. & Wendling, L (2023)
Transforming Multidimensional Data into Images to Overcome the Curse of Dimensionality,
In IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 8-11, 2023, pages 700-704, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icip_LeygonieLVW23,
   title={Transforming Multidimensional Data into Images to Overcome the Curse of Dimensionality},
   year={2023},
   booktitle={IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 8-11, 2023},
   pages={700-704},
   publisher={IEEE},
   doi={10.1109/ICIP49359.2023.10222192},
   author={Leygonie, R. and Lobry, S. and Vimont, G. and Wendling, L.}
}
	
[5] Letheule, N., Weissgerber, F., Lobry, S. & Colin, E (2023)
Automatic Simulation of SAR Images: Comparing a Deep-Learning Based Method to a Hybrid Method,
In IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023, Pasadena, CA, USA, July 16-21, 2023, pages 4958-4961, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_igarss_LetheuleWLC23,
   title={Automatic Simulation of SAR Images: Comparing a Deep-Learning Based Method to a Hybrid Method},
   year={2023},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023, Pasadena, CA, USA, July 16-21, 2023},
   pages={4958-4961},
   publisher={IEEE},
   doi={10.1109/IGARSS52108.2023.10282024},
   author={Letheule, N. and Weissgerber, F. and Lobry, S. and Colin, E.}
}
	
[6] Sauron, T., Lazarus, C., Kurtz, C. & Cloppet, F (2023)
Learning Representations for MR Image Retrieval: Contrastive Models Versus Other Supervision Strategies,
In 20th IEEE International Symposium on Biomedical Imaging, ISBI 2023, Cartagena, Colombia, April 18-21, 2023, pages 1-5, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_isbi_SauronLKC23,
   title={Learning Representations for MR Image Retrieval: Contrastive Models Versus Other Supervision Strategies},
   year={2023},
   booktitle={20th IEEE International Symposium on Biomedical Imaging, ISBI 2023, Cartagena, Colombia, April 18-21, 2023},
   pages={1-5},
   publisher={IEEE},
   doi={10.1109/ISBI53787.2023.10230339},
   author={Sauron, T. and Lazarus, C. and Kurtz, C. and Cloppet, F.}
}
	
[7] Bohet, B. & Vincent, N (2023)
Analyse comparative de méthodes d'apprentissage pour la catégorisation d'un texte selon sa langue de rédaction,
In Extraction et Gestion des Connaissances, EGC 2023, Lyon, France, 16 - 20 janvier 2023, E-39:345-352, Editions RNTI.
[BibTeX BibTeX] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_f-egc_BohetV23,
   title={Analyse comparative de méthodes d'apprentissage pour la catégorisation d'un texte selon sa langue de rédaction},
   year={2023},
   booktitle={Extraction et Gestion des Connaissances, EGC 2023, Lyon, France, 16 - 20 janvier 2023},
   volume={E-39},
   editor={Faron, C. and Loudcher, S.},
   pages={345-352},
   publisher={Editions RNTI},
   author={Bohet, B. and Vincent, N.}
}
	
[8] Risser-Maroix, O., Kurtz, C. & Loménie, N (2022)
Discovering Respects for Visual Similarity,
In Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2022, Montreal, QC, Canada, August 26-27, 2022, Proceedings, 13813:132-141, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_sspr_Risser-MaroixKL22,
   title={Discovering Respects for Visual Similarity},
   year={2022},
   booktitle={Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2022, Montreal, QC, Canada, August 26-27, 2022, Proceedings},
   volume={13813},
   editor={Krzyzak, A. and Suen, C.Y. and Torsello, A. and Nobile, N.},
   pages={132-141},
   publisher={Springer},
   doi={10.1007/978-3-031-23028-8\_14},
   author={Risser-Maroix, O. and Kurtz, C. and Loménie, N.}
}
	
[9] Chamand, B., Risser-Maroix, O., Kurtz, C., Joly, P. & Loménie, N (2022)
Fine-Tune Your Classifier: Finding Correlations with Temperature,
In 2022 IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16-19 October 2022, pages 2766-2770, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icip_ChamandRKJL22,
   title={Fine-Tune Your Classifier: Finding Correlations with Temperature},
   year={2022},
   booktitle={2022 IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16-19 October 2022},
   pages={2766-2770},
   publisher={IEEE},
   doi={10.1109/ICIP46576.2022.9897735},
   author={Chamand, B. and Risser-Maroix, O. and Kurtz, C. and Joly, P. and Loménie, N.}
}
	
[10] Faure, M., Lobry, S., Kurtz, C. & Wendling, L (2022)
Embedding Spatial Relations in Visual Question Answering for Remote Sensing,
In 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, pages 310-316, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icpr_FaureLKW22,
   title={Embedding Spatial Relations in Visual Question Answering for Remote Sensing},
   year={2022},
   booktitle={26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022},
   pages={310-316},
   publisher={IEEE},
   doi={10.1109/ICPR56361.2022.9956401},
   author={Faure, M. and Lobry, S. and Kurtz, C. and Wendling, L.}
}
	
[11] Colomines, L., Kurtz, C., Puissant, A. & Vincent, N (2022)
Dealing with Incomplete Land-Cover Database Annotations Applied to Satellite Image Time Series Semantic Segmentation,
In Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I, 13363:211-222, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icprai_ColominesKPV22,
   title={Dealing with Incomplete Land-Cover Database Annotations Applied to Satellite Image Time Series Semantic Segmentation},
   year={2022},
   booktitle={Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I},
   volume={13363},
   editor={El-Yacoubi, M.A. and Granger, E. and Yuen, P.C. and Pal, U. and Vincent, N.},
   pages={211-222},
   publisher={Springer},
   doi={10.1007/978-3-031-09037-0\_18},
   author={Colomines, L. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	
[12] Kada, O., Kurtz, C., Kieu, C.v. & Vincent, N (2022)
Hologram Detection for Identity Document Authentication,
In Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I, 13363:346-357, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icprai_KadaKKV22,
   title={Hologram Detection for Identity Document Authentication},
   year={2022},
   booktitle={Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I},
   volume={13363},
   editor={El-Yacoubi, M.A. and Granger, E. and Yuen, P.C. and Pal, U. and Vincent, N.},
   pages={346-357},
   publisher={Springer},
   doi={10.1007/978-3-031-09037-0\_29},
   author={Kada, O. and Kurtz, C. and Kieu, C.v. and Vincent, N.}
}
	
[13] Sérieys, G., Kurtz, C., Fournier, L. & Cloppet, F (2022)
Text-guided visual representation learning for medical image retrieval systems,
In 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, pages 593-598, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icpr_SerieysKFC22,
   title={Text-guided visual representation learning for medical image retrieval systems},
   year={2022},
   booktitle={26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022},
   pages={593-598},
   publisher={IEEE},
   doi={10.1109/ICPR56361.2022.9956402},
   author={Sérieys, G. and Kurtz, C. and Fournier, L. and Cloppet, F.}
}
	
[14] Chappuis, C., Zermatten, V., Lobry, S., Saux, B.L. & Tuia, D (2022)
Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering,
In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022, pages 1371-1380, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_cvpr_ChappuisZLST22,
   title={Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering},
   year={2022},
   booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
   pages={1371-1380},
   publisher={IEEE},
   doi={10.1109/CVPRW56347.2022.00143},
   author={Chappuis, C. and Zermatten, V. and Lobry, S. and Saux, B.L. and Tuia, D.}
}
	
[15] Chappuis, C., Mendez, V., Walt, E., Lobry, S., Saux, B.L. & Tuia, D (2022)
Language Transformers for Remote Sensing Visual Question Answering,
In IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala Lumpur, Malaysia, July 17-22, 2022, pages 4855-4858, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_igarss_ChappuisMWLST22,
   title={Language Transformers for Remote Sensing Visual Question Answering},
   year={2022},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
   pages={4855-4858},
   publisher={IEEE},
   doi={10.1109/IGARSS46834.2022.9884036},
   author={Chappuis, C. and Mendez, V. and Walt, E. and Lobry, S. and Saux, B.L. and Tuia, D.}
}
	
[16] Alice, R.S., Wendling, L. & Santosh, K (2022)
2D Respiratory Sound Analysis to Detect Lung Abnormalities,
In Recent Trends in Image Processing and Pattern Recognition - 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 1-2, 2022, Revised Selected Papers, 1704:46-58, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_rtip2r_AliceWS22,
   title={2D Respiratory Sound Analysis to Detect Lung Abnormalities},
   year={2022},
   booktitle={Recent Trends in Image Processing and Pattern Recognition - 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 1-2, 2022, Revised Selected Papers},
   volume={1704},
   editor={Santosh, K. and Goyal, A. and Aouada, D. and Makkar, A. and Chiang, Y.. and Singh, S.K.},
   pages={46-58},
   publisher={Springer},
   doi={10.1007/978-3-031-23599-3\_5},
   author={Alice, R.S. and Wendling, L. and Santosh, K.}
}
	
[17] Zeng, Q., Caruso, S., Calderaro, J., Loménie, N. & Klein, C (2022)
Prediction of Immune and Stromal Cell Population Abundance from Hepatocellular Carcinoma Whole Slide Images Using Weakly Supervised Learning,
In Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery - First MICCAI Workshop, AIIIMA 2022, and First MICCAI Workshop, MIABID 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings, 13602:143-153, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_miccai_ZengCCLK22,
   title={Prediction of Immune and Stromal Cell Population Abundance from Hepatocellular Carcinoma Whole Slide Images Using Weakly Supervised Learning},
   year={2022},
   booktitle={Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery - First MICCAI Workshop, AIIIMA 2022, and First MICCAI Workshop, MIABID 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings},
   volume={13602},
   editor={Kakileti, S.T. and Gabrani, M. and Manjunath, G. and Rosen-Zvi, M. and Braman, N. and Schwartz, R.G. and Frangi, A.F. and Chung, P.. and Weight, C. and Jagadish, V.},
   pages={143-153},
   publisher={Springer},
   doi={10.1007/978-3-031-19660-7\_14},
   author={Zeng, Q. and Caruso, S. and Calderaro, J. and Loménie, N. and Klein, C.}
}
	
[18] Shen, Z., Laredo, J.D., Loménie, N. & Chappard, C (2022)
Deep Learning on Knee CT Scans from Osteoarthritis Patients for Joint Space Assessment,
In 16th International Conference on Signal-Image Technology \& Internet-Based Systems, SITIS 2022, Dijon, France, October 19-21, 2022, pages 348-353, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_sitis_ShenLLC22,
   title={Deep Learning on Knee CT Scans from Osteoarthritis Patients for Joint Space Assessment},
   year={2022},
   booktitle={16th International Conference on Signal-Image Technology \& Internet-Based Systems, SITIS 2022, Dijon, France, October 19-21, 2022},
   editor={Yétongnon, K. and Dipanda, A. and Gallo, L.},
   pages={348-353},
   publisher={IEEE},
   doi={10.1109/SITIS57111.2022.00059},
   author={Shen, Z. and Laredo, J.D. and Loménie, N. and Chappard, C.}
}