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Journal articles

[1] Chamand, B., Risser-Maroix, O., Kurtz, C., Joly, P. & Loménie, N (2022)
Fine-tune your Classifier: Finding Correlations With Temperature,
CoRR, abs/2210.09715
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-2210-09715,
   title={Fine-tune your Classifier: Finding Correlations With Temperature},
   year={2022},
   journal={CoRR},
   volume={abs/2210.09715},
   doi={10.48550/arXiv.2210.09715},
   author={Chamand, B. and Risser-Maroix, O. and Kurtz, C. and Joly, P. and Loménie, N.}
}
	
[2] Risser-Maroix, O., Marzouki, A., Djeghim, H., Kurtz, C. & Loménie, N (2022)
Learning an Adaptation Function to Assess Image Visual Similarities,
CoRR, abs/2206.01417
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-2206-01417,
   title={Learning an Adaptation Function to Assess Image Visual Similarities},
   year={2022},
   journal={CoRR},
   volume={abs/2206.01417},
   doi={10.48550/arXiv.2206.01417},
   author={Risser-Maroix, O. and Marzouki, A. and Djeghim, H. and Kurtz, C. and Loménie, N.}
}
	
[3] 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.}
}
	
[4] 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.}
}
	
[5] Chelali, M., Kurtz, C., Puissant, A. & Vincent, N (2021)
Deep-STaR: Classification of image time series based on spatio-temporal representations,
Comput. Vis. Image Underst., 208-209:103221
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_cviu_ChelaliKPV21,
   title={Deep-STaR: Classification of image time series based on spatio-temporal representations},
   year={2021},
   journal={Comput. Vis. Image Underst.},
   volume={208-209},
   pages={103221},
   doi={10.1016/j.cviu.2021.103221},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	
[6] Chelali, M., Kurtz, C., Puissant, A. & Vincent, N (2021)
Influence of Data Representations and Deep Architectures in Image Time Series Classification,
Int. J. Pattern Recognit. Artif. Intell., 35(12):2160001:1-2160001:21
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_ijprai_ChelaliKPV21,
   title={Influence of Data Representations and Deep Architectures in Image Time Series Classification},
   year={2021},
   journal={Int. J. Pattern Recognit. Artif. Intell.},
   volume={35},
   number={12},
   pages={2160001:1--2160001:21},
   doi={10.1142/S0218001421600016},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	
[7] Randrianasoa, J.F., Cettour-Janet, P., Kurtz, C., Desjardin, E., Gançarski, P., Bednarek, N., Rousseau, F. & Passat, N (2021)
Supervised quality evaluation of binary partition trees for object segmentation,
Pattern Recognit., 111:107667
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_pr_RandrianasoaCKD21,
   title={Supervised quality evaluation of binary partition trees for object segmentation},
   year={2021},
   journal={Pattern Recognit.},
   volume={111},
   pages={107667},
   doi={10.1016/j.patcog.2020.107667},
   author={Randrianasoa, J.F. and Cettour-Janet, P. and Kurtz, C. and Desjardin, E. and Gançarski, P. and Bednarek, N. and Rousseau, F. and Passat, N.}
}
	
[8] Randrianasoa, J.F., Kurtz, C., Desjardin, E. & Passat, N (2021)
AGAT: Building and evaluating binary partition trees for image segmentation,
SoftwareX, 16:100855
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_softx_RandrianasoaKDP21,
   title={AGAT: Building and evaluating binary partition trees for image segmentation},
   year={2021},
   journal={SoftwareX},
   volume={16},
   pages={100855},
   doi={10.1016/j.softx.2021.100855},
   author={Randrianasoa, J.F. and Kurtz, C. and Desjardin, E. and Passat, N.}
}
	
[9] Chappuis, C., Lobry, S., Kellenberger, B., Saux, B.L. & Tuia, D (2021)
How to find a good image-text embedding for remote sensing visual question answering?,
CoRR, abs/2109.11848
[BibTeX BibTeX] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-2109-11848,
   title={How to find a good image-text embedding for remote sensing visual question answering?},
   year={2021},
   journal={CoRR},
   volume={abs/2109.11848},
   author={Chappuis, C. and Lobry, S. and Kellenberger, B. and Saux, B.L. and Tuia, D.}
}
	
[10] Lu, Y., Vincent, N., Suen, C.Y. & Wang, P.S.P (2021)
Guest Editorial,
Int. J. Pattern Recognit. Artif. Intell., 35(12):2102001:1-2102001:2
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_ijprai_LuVSW21,
   title={Guest Editorial},
   year={2021},
   journal={Int. J. Pattern Recognit. Artif. Intell.},
   volume={35},
   number={12},
   pages={2102001:1--2102001:2},
   doi={10.1142/S0218001421020018},
   author={Lu, Y. and Vincent, N. and Suen, C.Y. and Wang, P.S.P.}
}
	
[11] Clément, M., Kurtz, C. & Wendling, L (2020)
Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations,
Pattern Recognit., 101:107185
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_pr_ClementKW20,
   title={Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations},
   year={2020},
   journal={Pattern Recognit.},
   volume={101},
   pages={107185},
   doi={10.1016/j.patcog.2019.107185},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	
[12] Passat, N., Kurtz, C. & Vacavant, A (2020)
Editorial - Virtual Special Issue: Hierarchical Representations: New Results and Challenges for Image Analysis,
Pattern Recognit. Lett., 138:201-203
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_prl_PassatKV20,
   title={Editorial - Virtual Special Issue: Hierarchical Representations: New Results and Challenges for Image Analysis},
   year={2020},
   journal={Pattern Recognit. Lett.},
   volume={138},
   pages={201-203},
   doi={10.1016/j.patrec.2020.07.019},
   author={Passat, N. and Kurtz, C. and Vacavant, A.}
}
	
[13] Srivastava, S., Vargas-Munoz, J.E., Lobry, S. & Tuia, D (2020)
Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data,
Int. J. Geogr. Inf. Sci., 34(6):1117-1136
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_gis_SrivastavaVLT20,
   title={Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data},
   year={2020},
   journal={Int. J. Geogr. Inf. Sci.},
   volume={34},
   number={6},
   pages={1117-1136},
   doi={10.1080/13658816.2018.1542698},
   author={Srivastava, S. and Vargas-Munoz, J.E. and Lobry, S. and Tuia, D.}
}
	
[14] Lobry, S., Marcos, D., Murray, J. & Tuia, D (2020)
RSVQA: Visual Question Answering for Remote Sensing Data,
IEEE Trans. Geosci. Remote. Sens., 58(12):8555-8566
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_tgrs_LobryMMT20,
   title={RSVQA: Visual Question Answering for Remote Sensing Data},
   year={2020},
   journal={IEEE Trans. Geosci. Remote. Sens.},
   volume={58},
   number={12},
   pages={8555-8566},
   doi={10.1109/TGRS.2020.2988782},
   author={Lobry, S. and Marcos, D. and Murray, J. and Tuia, D.}
}
	
[15] Lobry, S., Marcos, D., Murray, J. & Tuia, D (2020)
RSVQA: Visual Question Answering for Remote Sensing Data,
CoRR, abs/2003.07333
[BibTeX BibTeX] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-2003-07333,
   title={RSVQA: Visual Question Answering for Remote Sensing Data},
   year={2020},
   journal={CoRR},
   volume={abs/2003.07333},
   author={Lobry, S. and Marcos, D. and Murray, J. and Tuia, D.}
}
	
[16] Marcos, D., Fong, R., Lobry, S., Flamary, R., Courty, N. & Tuia, D (2020)
Contextual Semantic Interpretability,
CoRR, abs/2009.08720
[BibTeX BibTeX] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-2009-08720,
   title={Contextual Semantic Interpretability},
   year={2020},
   journal={CoRR},
   volume={abs/2009.08720},
   author={Marcos, D. and Fong, R. and Lobry, S. and Flamary, R. and Courty, N. and Tuia, D.}
}
	
[17] Moetesum, M., Siddiqi, I., Ehsan, S. & Vincent, N (2020)
Deformation modeling and classification using deep convolutional neural networks for computerized analysis of neuropsychological drawings,
Neural Comput. Appl., 32(16):12909-12933
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_nca_MoetesumSEV20,
   title={Deformation modeling and classification using deep convolutional neural networks for computerized analysis of neuropsychological drawings},
   year={2020},
   journal={Neural Comput. Appl.},
   volume={32},
   number={16},
   pages={12909-12933},
   doi={10.1007/s00521-020-04735-8},
   author={Moetesum, M. and Siddiqi, I. and Ehsan, S. and Vincent, N.}
}
	
[18] Wendling, L., Debled-Rennesson, I. & Nasser, H (2020)
Multilevel polygonal descriptor matching defined by combining discrete lines and force histogram concepts,
Multim. Tools Appl., 79(47):34701-34715
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_mta_WendlingDN20,
   title={Multilevel polygonal descriptor matching defined by combining discrete lines and force histogram concepts},
   year={2020},
   journal={Multim. Tools Appl.},
   volume={79},
   number={47},
   pages={34701-34715},
   doi={10.1007/s11042-019-7531-6},
   author={Wendling, L. and Debled-Rennesson, I. and Nasser, H.}
}
	

Conference articles

[1] 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.}
}
	
[2] 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.}
}
	
[3] 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.}
}
	
[4] 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.}
}
	
[5] 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.}
}
	
[6] 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.}
}
	
[7] 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.}
}
	
[8] Risser-Maroix, O., Kurtz, C. & Loménie, N (2021)
Learning an Adaptation Function to Assess Image Visual Similarities,
In 2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021, pages 2498-2502, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icip_Risser-MaroixKL21,
   title={Learning an Adaptation Function to Assess Image Visual Similarities},
   year={2021},
   booktitle={2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021},
   pages={2498-2502},
   publisher={IEEE},
   doi={10.1109/ICIP42928.2021.9506129},
   author={Risser-Maroix, O. and Kurtz, C. and Loménie, N.}
}
	
[9] Chelali, M., Kurtz, C. & Vincent, N (2021)
Violence Detection from Video under 2D Spatio-Temporal Representations,
In 2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021, pages 2593-2597, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icip_ChelaliKV21,
   title={Violence Detection from Video under 2D Spatio-Temporal Representations},
   year={2021},
   booktitle={2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021},
   pages={2593-2597},
   publisher={IEEE},
   doi={10.1109/ICIP42928.2021.9506142},
   author={Chelali, M. and Kurtz, C. and Vincent, N.}
}
	
[10] Leghettas, M.., Deléarde, R., Kurtz, C. & Wendling, L (2021)
Combination of visual and semantic criteria for automated selection of region proposals in a bounding box,
In Fourteenth International Conference on Machine Vision, ICMV 2021, Rome, Italy, November 8-12, 2021, 12084:120840E, SPIE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icmv_LeghettasDKW21,
   title={Combination of visual and semantic criteria for automated selection of region proposals in a bounding box},
   year={2021},
   booktitle={Fourteenth International Conference on Machine Vision, ICMV 2021, Rome, Italy, November 8-12, 2021},
   volume={12084},
   editor={Osten, W. and Nikolaev, D.},
   pages={120840E},
   publisher={SPIE},
   doi={10.1117/12.2622448},
   author={Leghettas, M.. and Deléarde, R. and Kurtz, C. and Wendling, L.}
}
	
[11] Deléarde, R., Kurtz, C., Dejean, P. & Wendling, L (2021)
Segment My Object: A Pipeline to Extract Segmented Objects in Images based on Labels or Bounding Boxes,
In Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2021, Volume 5: VISAPP, Online Streaming, February 8-10, 2021, pages 618-625, SCITEPRESS.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_visapp_DeleardeKDW21,
   title={Segment My Object: A Pipeline to Extract Segmented Objects in Images based on Labels or Bounding Boxes},
   year={2021},
   booktitle={Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2021, Volume 5: VISAPP, Online Streaming, February 8-10, 2021},
   editor={Farinella, G.M. and Radeva, P. and Braz, J. and Bouatouch, K.},
   pages={618-625},
   publisher={SCITEPRESS},
   doi={10.5220/0010324006180625},
   author={Deléarde, R. and Kurtz, C. and Dejean, P. and Wendling, L.}
}
	
[12] Lobry, S., Demir, B. & Tuia, D (2021)
RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing,
In IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, July 11-16, 2021, pages 1218-1221, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_igarss_LobryDT21,
   title={RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing},
   year={2021},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, July 11-16, 2021},
   pages={1218-1221},
   publisher={IEEE},
   doi={10.1109/IGARSS47720.2021.9553307},
   author={Lobry, S. and Demir, B. and Tuia, D.}
}
	
[13] Derache, F., Arbeille, P., Chaput, D. & Vincent, N (2021)
Organ Detection in US Scanning by Non-expert Operator,
In Pattern Recognition and Artificial Intelligence - 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings, 1543:119-131, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_medprai_DeracheACV21,
   title={Organ Detection in US Scanning by Non-expert Operator},
   year={2021},
   booktitle={Pattern Recognition and Artificial Intelligence - 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings},
   volume={1543},
   editor={Djeddi, C. and Siddiqi, I. and Jamil, A. and Hameed, A.A. and Kucuk, I.},
   pages={119-131},
   publisher={Springer},
   doi={10.1007/978-3-031-04112-9\_9},
   author={Derache, F. and Arbeille, P. and Chaput, D. and Vincent, N.}
}
	
[14] Chelali, M., Kurtz, C., Puissant, A. & Vincent, N (2020)
Classification of spatially enriched pixel time series with convolutional neural networks,
In 25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, pages 5310-5317, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icpr_ChelaliKPV20,
   title={Classification of spatially enriched pixel time series with convolutional neural networks},
   year={2020},
   booktitle={25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021},
   pages={5310-5317},
   publisher={IEEE},
   doi={10.1109/ICPR48806.2021.9412892},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	
[15] Chelali, M., Kurtz, C., Puissant, A. & Vincent, N (2020)
From Pixels to Random Walk Based Segments for Image Time Series Deep Classification,
In Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings, 12068:339-351, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icprai_ChelaliKPV20,
   title={From Pixels to Random Walk Based Segments for Image Time Series Deep Classification},
   year={2020},
   booktitle={Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings},
   volume={12068},
   editor={Lu, Y. and Vincent, N. and Yuen, P.C. and Zheng, W.. and Cheriet, F. and Suen, C.Y.},
   pages={339-351},
   publisher={Springer},
   doi={10.1007/978-3-030-59830-3\_30},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	
[16] Chelali, M., Kurtz, C., Puissant, A. & Vincent, N (2020)
Spatio-Temporal Stability Analysis in Satellite Image Times Series,
In Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings, 12068:484-499, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icprai_ChelaliKPV20a,
   title={Spatio-Temporal Stability Analysis in Satellite Image Times Series},
   year={2020},
   booktitle={Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings},
   volume={12068},
   editor={Lu, Y. and Vincent, N. and Yuen, P.C. and Zheng, W.. and Cheriet, F. and Suen, C.Y.},
   pages={484-499},
   publisher={Springer},
   doi={10.1007/978-3-030-59830-3\_42},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	
[17] Clément, M., Kurtz, C. & Wendling, L (2020)
Enlacement and Interlacement Shape Descriptors,
In Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings, 12068:525-537, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icprai_ClementKW20,
   title={Enlacement and Interlacement Shape Descriptors},
   year={2020},
   booktitle={Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings},
   volume={12068},
   editor={Lu, Y. and Vincent, N. and Yuen, P.C. and Zheng, W.. and Cheriet, F. and Suen, C.Y.},
   pages={525-537},
   publisher={Springer},
   doi={10.1007/978-3-030-59830-3\_45},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	
[18] Chelali, M., Kurtz, C., Puissant, A. & Vincent, N (2020)
Image Time Series Classification based on a Planar Spatio-temporal Data Representation,
In Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020, Volume 4: VISAPP, Valletta, Malta, February 27-29, 2020, pages 276-283, SCITEPRESS.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_visapp_ChelaliKPV20,
   title={Image Time Series Classification based on a Planar Spatio-temporal Data Representation},
   year={2020},
   booktitle={Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020, Volume 4: VISAPP, Valletta, Malta, February 27-29, 2020},
   editor={Farinella, G.M. and Radeva, P. and Braz, J.},
   pages={276-283},
   publisher={SCITEPRESS},
   doi={10.5220/0008949202760283},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	
[19] Deléarde, R., Kurtz, C., Dejean, P. & Wendling, L (2020)
Force Banner for the recognition of spatial relations,
In 25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021, pages 6065-6072, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icpr_DeleardeKDW20,
   title={Force Banner for the recognition of spatial relations},
   year={2020},
   booktitle={25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021},
   pages={6065-6072},
   publisher={IEEE},
   doi={10.1109/ICPR48806.2021.9412316},
   author={Deléarde, R. and Kurtz, C. and Dejean, P. and Wendling, L.}
}
	
[20] Levering, A., Marcos, D., Lobry, S. & Tuia, D (2020)
Interpretable Scenicness from Sentinel-2 Imagery,
In IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020, pages 3983-3986, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_igarss_LeveringMLT20,
   title={Interpretable Scenicness from Sentinel-2 Imagery},
   year={2020},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
   pages={3983-3986},
   publisher={IEEE},
   doi={10.1109/IGARSS39084.2020.9323706},
   author={Levering, A. and Marcos, D. and Lobry, S. and Tuia, D.}
}
	
[21] Hua, Y., Lobry, S., Mou, L., Tuia, D. & Zhu, X.X (2020)
Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings,
In IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020, pages 525-528, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_igarss_HuaLMTZ20,
   title={Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings},
   year={2020},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
   pages={525-528},
   publisher={IEEE},
   doi={10.1109/IGARSS39084.2020.9324069},
   author={Hua, Y. and Lobry, S. and Mou, L. and Tuia, D. and Zhu, X.X.}
}
	
[22] Marcos, D., Fong, R., Lobry, S., Flamary, R., Courty, N. & Tuia, D (2020)
Contextual Semantic Interpretability,
In Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected Papers, Part IV, 12625:351-368, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_accv_MarcosFLFCT20,
   title={Contextual Semantic Interpretability},
   year={2020},
   booktitle={Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected Papers, Part IV},
   volume={12625},
   editor={Ishikawa, H. and Liu, C.. and Pajdla, T. and Shi, J.},
   pages={351-368},
   publisher={Springer},
   doi={10.1007/978-3-030-69538-5\_22},
   author={Marcos, D. and Fong, R. and Lobry, S. and Flamary, R. and Courty, N. and Tuia, D.}
}