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Journal articles

[1] Vagena, Z., Wei, X., Kurtz, C. & Cloppet, F (2025)
Semantic aware representation learning for optimizing image retrieval systems in radiology,
Pattern Recognit., 158:111060
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_pr_VagenaWKC25,
   title={Semantic aware representation learning for optimizing image retrieval systems in radiology},
   year={2025},
   journal={Pattern Recognit.},
   volume={158},
   pages={111060},
   doi={10.1016/J.PATCOG.2024.111060},
   author={Vagena, Z. and Wei, X. and Kurtz, C. and Cloppet, F.}
}
	
[2] Rousse, B., Lobry, S., Duthé, G., Golaz, V. & Wendling, L (2024)
Domain Adaptation for Mapping LCZs in Sub-Saharan Africa With Remote Sensing: A Comprehensive Approach to Health Data Analysis,
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 17:13016-13029
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_staeors_RousseLDGW24,
   title={Domain Adaptation for Mapping LCZs in Sub-Saharan Africa With Remote Sensing: A Comprehensive Approach to Health Data Analysis},
   year={2024},
   journal={IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
   volume={17},
   pages={13016-13029},
   doi={10.1109/JSTARS.2024.3421284},
   author={Rousse, B. and Lobry, S. and Duthé, G. and Golaz, V. and Wendling, L.}
}
	
[3] Karine, A., Napoléon, T. & Jridi, M (2024)
Channel-spatial knowledge distillation for efficient semantic segmentation,
Pattern Recognit. Lett., 180:48-54
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_prl_KarineNJ24,
   title={Channel-spatial knowledge distillation for efficient semantic segmentation},
   year={2024},
   journal={Pattern Recognit. Lett.},
   volume={180},
   pages={48-54},
   doi={10.1016/J.PATREC.2024.02.027},
   author={Karine, A. and Napoléon, T. and Jridi, M.}
}
	
[4] 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.}
}
	
[5] Bourbia, S., Karine, A., Chetouani, A., Hassouni, M.E. & Jridi, M (2023)
No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network,
IEEE Access, 11:26759-26772
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_access_BourbiaKCHJ23,
   title={No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network},
   year={2023},
   journal={IEEE Access},
   volume={11},
   pages={26759-26772},
   doi={10.1109/ACCESS.2023.3247191},
   author={Bourbia, S. and Karine, A. and Chetouani, A. and Hassouni, M.E. and Jridi, M.}
}
	

Conference articles

[1] Sauron, T., Lazarus, C., Fournier, L., Kurtz, C. & Cloppet, F (2024)
SEQ-ALIGN: Self-Supervised Image Representation Learning from Multi-Sequence MRI,
In IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024, pages 1-4, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_isbi_SauronLFKC24,
   title={SEQ-ALIGN: Self-Supervised Image Representation Learning from Multi-Sequence MRI},
   year={2024},
   booktitle={IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/ISBI56570.2024.10635498},
   author={Sauron, T. and Lazarus, C. and Fournier, L. and Kurtz, C. and Cloppet, F.}
}
	
[2] Wei, X., Vagena, Z., Kurtz, C. & Cloppet, F (2024)
Integrating Expert Knowledge with Vision-Language Model for Medical Image Retrieval,
In IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024, pages 1-4, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_isbi_WeiVKC24,
   title={Integrating Expert Knowledge with Vision-Language Model for Medical Image Retrieval},
   year={2024},
   booktitle={IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/ISBI56570.2024.10635576},
   author={Wei, X. and Vagena, Z. and Kurtz, C. and Cloppet, F.}
}
	
[3] Tosato, L., Boussaid, H., Weissgerber, F., Kurtz, C., Wendling, L. & Lobry, S (2024)
Segmentation-Guided Attention for Visual Question Answering from Remote Sensing Images,
In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, July 7-12, 2024, pages 2750-2754, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_igarss_TosatoBWKWL24,
   title={Segmentation-Guided Attention for Visual Question Answering from Remote Sensing Images},
   year={2024},
   booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, July 7-12, 2024},
   pages={2750-2754},
   publisher={IEEE},
   doi={10.1109/IGARSS53475.2024.10642082},
   author={Tosato, L. and Boussaid, H. and Weissgerber, F. and Kurtz, C. and Wendling, L. and Lobry, S.}
}
	
[4] Marzouki, A., Guo, Z., Zeng, Q., Kurtz, C. & Loménie, N (2024)
Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging Through Data-Centric Strategies,
In IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024, pages 1-4, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_isbi_MarzoukiGZKL24,
   title={Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging Through Data-Centric Strategies},
   year={2024},
   booktitle={IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/ISBI56570.2024.10635338},
   author={Marzouki, A. and Guo, Z. and Zeng, Q. and Kurtz, C. and Loménie, N.}
}
	
[5] 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.}
}
	
[6] 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.}
}
	
[7] 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.}
}
	
[8] 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.}
}
	
[9] 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.}
}
	
[10] Leygonie, R., Lobry, S. & Wendling, L (2023)
An a contrario approach for plant disease detection,
In 34th British Machine Vision Conference Workshop Proceedings, BMVC Workshop 2023, Aberdeen, UK, November 20-24, 2023, BMVA Press.
[BibTeX BibTeX] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_bmvc_LeygonieLW23,
   title={An a contrario approach for plant disease detection},
   year={2023},
   booktitle={34th British Machine Vision Conference Workshop Proceedings, BMVC Workshop 2023, Aberdeen, UK, November 20-24, 2023},
   publisher={BMVA Press},
   author={Leygonie, R. and Lobry, S. and Wendling, L.}
}
	
[11] 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.}
}
	
[12] 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.}
}
	
[13] Bourbia, S., Karine, A., Chetouani, A., Hassouni, M.E. & Jridi, M (2023)
Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment,
In 20th International Conference on Content-based Multimedia Indexing, CBMI 2023, Orleans, France, September 20-22, 2023, pages 224-228, ACM.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_cbmi_BourbiaKCHJ23,
   title={Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment},
   year={2023},
   booktitle={20th International Conference on Content-based Multimedia Indexing, CBMI 2023, Orleans, France, September 20-22, 2023},
   editor={Chetouani, A. and Bailer, W. and Gurrin, C. and Beno\^\it, A.},
   pages={224-228},
   publisher={ACM},
   doi={10.1145/3617233.3617247},
   author={Bourbia, S. and Karine, A. and Chetouani, A. and Hassouni, M.E. and Jridi, M.}
}
	
[14] Chappuis, C., Sertic, C., Santacroce, N., Navarro, J.C., Lobry, S., Saux, B.L. & Tuia, D (2023)
Multi-task prompt-RSVQA to explicitly count objects on aerial images,
In 34th British Machine Vision Conference Workshop Proceedings, BMVC Workshop 2023, Aberdeen, UK, November 20-24, 2023, BMVA Press.
[BibTeX BibTeX] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_bmvc_ChappuisSSNLST23,
   title={Multi-task prompt-RSVQA to explicitly count objects on aerial images},
   year={2023},
   booktitle={34th British Machine Vision Conference Workshop Proceedings, BMVC Workshop 2023, Aberdeen, UK, November 20-24, 2023},
   publisher={BMVA Press},
   author={Chappuis, C. and Sertic, C. and Santacroce, N. and Navarro, J.C. and Lobry, S. and Saux, B.L. and Tuia, D.}
}