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Journal articles

[1] 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.}
}
	
[2] 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.}
}
	
[3] 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.}
}
	
[4] 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.}
}
	
[5] 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.}
}
	
[6] 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.}
}
	
[7] 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.}
}
	
[8] 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.}
}
	
[9] Ameur, S.T.B., Sellami, D., Wendling, L. & Cloppet, F (2019)
Breast Cancer Diagnosis System Based on Semantic Analysis and Choquet Integral Feature Selection for High Risk Subjects,
Big Data Cogn. Comput., 3(3):41
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_bdcc_AmeurSWC19,
   title={Breast Cancer Diagnosis System Based on Semantic Analysis and Choquet Integral Feature Selection for High Risk Subjects},
   year={2019},
   journal={Big Data Cogn. Comput.},
   volume={3},
   number={3},
   pages={41},
   doi={10.3390/BDCC3030041},
   author={Ameur, S.T.B. and Sellami, D. and Wendling, L. and Cloppet, F.}
}
	
[10] Damodaran, B.B., Fatras, K., Lobry, S., Flamary, R., Tuia, D. & Courty, N (2019)
Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise,
CoRR, abs/1904.03936
[BibTeX BibTeX] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-1904-03936,
   title={Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise},
   year={2019},
   journal={CoRR},
   volume={abs/1904.03936},
   author={Damodaran, B.B. and Fatras, K. and Lobry, S. and Flamary, R. and Tuia, D. and Courty, N.}
}
	
[11] Kellenberger, B., Marcos, D., Lobry, S. & Tuia, D (2019)
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning,
IEEE Trans. Geosci. Remote. Sens., 57(12):9524-9533
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_tgrs_KellenbergerMLT19,
   title={Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning},
   year={2019},
   journal={IEEE Trans. Geosci. Remote. Sens.},
   volume={57},
   number={12},
   pages={9524-9533},
   doi={10.1109/TGRS.2019.2927393},
   author={Kellenberger, B. and Marcos, D. and Lobry, S. and Tuia, D.}
}
	
[12] Kellenberger, B., Marcos, D., Lobry, S. & Tuia, D (2019)
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning,
CoRR, abs/1907.07319
[BibTeX BibTeX] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-1907-07319,
   title={Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning},
   year={2019},
   journal={CoRR},
   volume={abs/1907.07319},
   author={Kellenberger, B. and Marcos, D. and Lobry, S. and Tuia, D.}
}
	
[13] Lobry, S., Denis, L., Williams, B., Fj\ortoft, R. & Tupin, F (2019)
Water Detection in SWOT HR Images Based on Multiple Markov Random Fields,
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 12(11):4315-4326
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_staeors_LobryDWFT19,
   title={Water Detection in SWOT HR Images Based on Multiple Markov Random Fields},
   year={2019},
   journal={IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
   volume={12},
   number={11},
   pages={4315-4326},
   doi={10.1109/JSTARS.2019.2948788},
   author={Lobry, S. and Denis, L. and Williams, B. and Fj\ortoft, R. and Tupin, F.}
}
	
[14] Marcos, D., Lobry, S. & Tuia, D (2019)
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs,
CoRR, abs/1909.08442
[BibTeX BibTeX] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-1909-08442,
   title={Semantically Interpretable Activation Maps: what-where-how explanations within CNNs},
   year={2019},
   journal={CoRR},
   volume={abs/1909.08442},
   author={Marcos, D. and Lobry, S. and Tuia, D.}
}
	
[15] Moetesum, M., Siddiqi, I., Vincent, N. & Cloppet, F (2019)
Assessing visual attributes of handwriting for prediction of neurological disorders - A case study on Parkinson's disease,
Pattern Recognit. Lett., 121:19-27
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_prl_MoetesumSVC19,
   title={Assessing visual attributes of handwriting for prediction of neurological disorders - A case study on Parkinson's disease},
   year={2019},
   journal={Pattern Recognit. Lett.},
   volume={121},
   pages={19-27},
   doi={10.1016/J.PATREC.2018.04.008},
   author={Moetesum, M. and Siddiqi, I. and Vincent, N. and Cloppet, F.}
}
	
[16] Passat, N., Naegel, B. & Kurtz, C (2019)
Component-Graph Construction,
J. Math. Imaging Vis., 61(6):798-823
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_jmiv_PassatNK19,
   title={Component-Graph Construction},
   year={2019},
   journal={J. Math. Imaging Vis.},
   volume={61},
   number={6},
   pages={798-823},
   doi={10.1007/S10851-019-00872-5},
   author={Passat, N. and Naegel, B. and Kurtz, C.}
}
	
[17] Vargas-Mu\~noz, J.E., Lobry, S., Falc\~ao, A.X. & Tuia, D (2019)
Correcting rural building annotations in OpenStreetMap using convolutional neural networks,
CoRR, abs/1901.08190
[BibTeX BibTeX] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-1901-08190,
   title={Correcting rural building annotations in OpenStreetMap using convolutional neural networks},
   year={2019},
   journal={CoRR},
   volume={abs/1901.08190},
   author={Vargas-Mu\~noz, J.E. and Lobry, S. and Falc\~ao, A.X. and Tuia, D.}
}
	
[18] Vincent, N. & Ogier, J. (2019)
Shall deep learning be the mandatory future of document analysis problems?,
Pattern Recognit., 86:281-289
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_pr_VincentO19,
   title={Shall deep learning be the mandatory future of document analysis problems?},
   year={2019},
   journal={Pattern Recognit.},
   volume={86},
   pages={281-289},
   doi={10.1016/J.PATCOG.2018.09.010},
   author={Vincent, N. and Ogier, J..}
}
	
[19] Banerjee, I., Kurtz, C., Devorah, A.E., Do, B.H., Rubin, D.L. & Beaulieu, C.F (2018)
Relevance feedback for enhancing content based image retrieval and automatic prediction of semantic image features: Application to bone tumor radiographs,
J. Biomed. Informatics, 84:123-135
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_jbi_BanerjeeKDDRB18,
   title={Relevance feedback for enhancing content based image retrieval and automatic prediction of semantic image features: Application to bone tumor radiographs},
   year={2018},
   journal={J. Biomed. Informatics},
   volume={84},
   pages={123-135},
   doi={10.1016/J.JBI.2018.07.002},
   author={Banerjee, I. and Kurtz, C. and Devorah, A.E. and Do, B.H. and Rubin, D.L. and Beaulieu, C.F.}
}
	
[20] Bombardier, V. & Wendling, L (2018)
Multi-Scale Fuzzy Feature Selection Method applied to Wood Singularity Identification,
Int. J. Comput. Intell. Syst., 12(1):108-122
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_ijcisys_BombardierW18,
   title={Multi-Scale Fuzzy Feature Selection Method applied to Wood Singularity Identification},
   year={2018},
   journal={Int. J. Comput. Intell. Syst.},
   volume={12},
   number={1},
   pages={108-122},
   doi={10.2991/IJCIS.2018.25905185},
   author={Bombardier, V. and Wendling, L.}
}
	
[21] Clément, M., Kurtz, C. & Wendling, L (2018)
Learning spatial relations and shapes for structural object description and scene recognition,
Pattern Recognit., 84:197-210
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_pr_ClementKW18,
   title={Learning spatial relations and shapes for structural object description and scene recognition},
   year={2018},
   journal={Pattern Recognit.},
   volume={84},
   pages={197-210},
   doi={10.1016/J.PATCOG.2018.06.017},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	
[22] Marcos, D., Kellenberger, B., Lobry, S. & Tuia, D (2018)
Scale equivariance in CNNs with vector fields,
CoRR, abs/1807.11783
[BibTeX BibTeX] [URL pdf]
BibTeX :
@article{DBLP_journals_corr_abs-1807-11783,
   title={Scale equivariance in CNNs with vector fields},
   year={2018},
   journal={CoRR},
   volume={abs/1807.11783},
   author={Marcos, D. and Kellenberger, B. and Lobry, S. and Tuia, D.}
}
	
[23] Randrianasoa, J.F., Kurtz, C., Desjardin, E. & Passat, N (2018)
Binary Partition Tree construction from multiple features for image segmentation,
Pattern Recognit., 84:237-250
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_pr_RandrianasoaKDP18,
   title={Binary Partition Tree construction from multiple features for image segmentation},
   year={2018},
   journal={Pattern Recognit.},
   volume={84},
   pages={237-250},
   doi={10.1016/J.PATCOG.2018.07.003},
   author={Randrianasoa, J.F. and Kurtz, C. and Desjardin, E. and Passat, N.}
}
	
[24] Santosh, K. & Wendling, L (2018)
Angular relational signature-based chest radiograph image view classification,
Medical Biol. Eng. Comput., 56(8):1447-1458
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@article{DBLP_journals_mbec_SantoshW18,
   title={Angular relational signature-based chest radiograph image view classification},
   year={2018},
   journal={Medical Biol. Eng. Comput.},
   volume={56},
   number={8},
   pages={1447-1458},
   doi={10.1007/S11517-018-1786-3},
   author={Santosh, K. and Wendling, L.}
}
	

Conference articles

[1] 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.}
}
	
[2] 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.}
}
	
[3] 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.}
}
	
[4] 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.}
}
	
[5] 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.}
}
	
[6] 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.}
}
	
[7] 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.}
}
	
[8] 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.}
}
	
[9] 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.}
}
	
[10] Alhériti\`ere, H., Ama\\ieur, W., Cloppet, F., Kurtz, C., Ogier, J.. & Vincent, N (2019)
Straight Line Reconstruction for Fully Materialized Table Extraction in Degraded Document Images,
In Discrete Geometry for Computer Imagery - 21st IAPR International Conference, DGCI 2019, Marne-la-Vallée, France, March 26-28, 2019, Proceedings, 11414:317-329, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_dgci_AlheritiereACKO19,
   title={Straight Line Reconstruction for Fully Materialized Table Extraction in Degraded Document Images},
   year={2019},
   booktitle={Discrete Geometry for Computer Imagery - 21st IAPR International Conference, DGCI 2019, Marne-la-Vallée, France, March 26-28, 2019, Proceedings},
   volume={11414},
   editor={Couprie, M. and Cousty, J. and Kenmochi, Y. and Mustafa, N.H.},
   pages={317-329},
   publisher={Springer},
   doi={10.1007/978-3-030-14085-4\_25},
   author={Alhériti\`ere, H. and Ama\\ieur, W. and Cloppet, F. and Kurtz, C. and Ogier, J.. and Vincent, N.}
}
	
[11] Chelali, M., Kurtz, C., Puissant, A. & Vincent, N (2019)
Urban land cover analysis from satellite image time series based on temporal stability,
In Joint Urban Remote Sensing Event, JURSE 2019, Vannes, France, May 22-24, 2019, pages 1-4, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_jurse_ChelaliKPV19,
   title={Urban land cover analysis from satellite image time series based on temporal stability},
   year={2019},
   booktitle={Joint Urban Remote Sensing Event, JURSE 2019, Vannes, France, May 22-24, 2019},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/JURSE.2019.8808967},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	
[12] Lobry, S., Murray, J., Marcos, D. & Tuia, D (2019)
Visual Question Answering From Remote Sensing Images,
In 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019, Yokohama, Japan, July 28 - August 2, 2019, pages 4951-4954, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_igarss_LobryMMT19,
   title={Visual Question Answering From Remote Sensing Images},
   year={2019},
   booktitle={2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019, Yokohama, Japan, July 28 - August 2, 2019},
   pages={4951-4954},
   publisher={IEEE},
   doi={10.1109/IGARSS.2019.8898891},
   author={Lobry, S. and Murray, J. and Marcos, D. and Tuia, D.}
}
	
[13] Lobry, S. & Tuia, D (2019)
Deep Learning Models to Count Buildings in High-Resolution Overhead Images,
In Joint Urban Remote Sensing Event, JURSE 2019, Vannes, France, May 22-24, 2019, pages 1-4, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_jurse_LobryT19,
   title={Deep Learning Models to Count Buildings in High-Resolution Overhead Images},
   year={2019},
   booktitle={Joint Urban Remote Sensing Event, JURSE 2019, Vannes, France, May 22-24, 2019},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/JURSE.2019.8809058},
   author={Lobry, S. and Tuia, D.}
}
	
[14] Marcos, D., Lobry, S. & Tuia, D (2019)
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs,
In 2019 IEEE/CVF International Conference on Computer Vision Workshops, ICCV Workshops 2019, Seoul, Korea (South), October 27-28, 2019, pages 4207-4215, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_iccvw_MarcosLT19,
   title={Semantically Interpretable Activation Maps: what-where-how explanations within CNNs},
   year={2019},
   booktitle={2019 IEEE/CVF International Conference on Computer Vision Workshops, ICCV Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
   pages={4207-4215},
   publisher={IEEE},
   doi={10.1109/ICCVW.2019.00518},
   author={Marcos, D. and Lobry, S. and Tuia, D.}
}
	
[15] Moetesum, M., Siddiqi, I. & Vincent, N (2019)
Deformation Classification of Drawings for Assessment of Visual-Motor Perceptual Maturity,
In 2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019, pages 941-946, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icdar_MoetesumSV19,
   title={Deformation Classification of Drawings for Assessment of Visual-Motor Perceptual Maturity},
   year={2019},
   booktitle={2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019},
   pages={941-946},
   publisher={IEEE},
   doi={10.1109/ICDAR.2019.00155},
   author={Moetesum, M. and Siddiqi, I. and Vincent, N.}
}
	
[16] Obando, D.F.G., Olivo-Marin, J.., Wendling, L. & Meas-Yedid, V (2019)
Vector-Based Morphological Operations on Polygons Using Straight Skeletons for Digital Pathology,
In Discrete Geometry for Computer Imagery - 21st IAPR International Conference, DGCI 2019, Marne-la-Vallée, France, March 26-28, 2019, Proceedings, 11414:249-261, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_dgci_ObandoOWM19,
   title={Vector-Based Morphological Operations on Polygons Using Straight Skeletons for Digital Pathology},
   year={2019},
   booktitle={Discrete Geometry for Computer Imagery - 21st IAPR International Conference, DGCI 2019, Marne-la-Vallée, France, March 26-28, 2019, Proceedings},
   volume={11414},
   editor={Couprie, M. and Cousty, J. and Kenmochi, Y. and Mustafa, N.H.},
   pages={249-261},
   publisher={Springer},
   doi={10.1007/978-3-030-14085-4\_20},
   author={Obando, D.F.G. and Olivo-Marin, J.. and Wendling, L. and Meas-Yedid, V.}
}
	
[17] Ramel, J.. & Vincent, N (2019)
Semantic and Interaction: When Document Image Analysis Meets Computer Vision and Machine Learning,
In 2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019, pages 1187-1192, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_icdar_RamelV19,
   title={Semantic and Interaction: When Document Image Analysis Meets Computer Vision and Machine Learning},
   year={2019},
   booktitle={2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019},
   pages={1187-1192},
   publisher={IEEE},
   doi={10.1109/ICDAR.2019.00192},
   author={Ramel, J.. and Vincent, N.}
}
	
[18] Djiro, T.A., Kurtz, C. & Loménie, N (2018)
Assessment of Anti-tumor Immune Response in Colorectal Carcinomas from Whole Slide Images,
In Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings, 10882:579-588, Springer.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_iciar_DjiroKL18,
   title={Assessment of Anti-tumor Immune Response in Colorectal Carcinomas from Whole Slide Images},
   year={2018},
   booktitle={Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings},
   volume={10882},
   editor={Campilho, A. and Karray, F. and Romeny, B.M.t.H.},
   pages={579-588},
   publisher={Springer},
   doi={10.1007/978-3-319-93000-8\_66},
   author={Djiro, T.A. and Kurtz, C. and Loménie, N.}
}
	
[19] Vargas-Munoz, J.E., Marcos, D., Lobry, S., Santos, J.A.d., Falc\~ao, A.X. & Tuia, D (2018)
Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence,
In 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018, pages 1284-1287, IEEE.
[BibTeX BibTeX] [DOI doi] [URL pdf]
BibTeX :
@inproceedings{DBLP_conf_igarss_Vargas-MunozMLS18,
   title={Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence},
   year={2018},
   booktitle={2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018},
   pages={1284-1287},
   publisher={IEEE},
   doi={10.1109/IGARSS.2018.8518711},
   author={Vargas-Munoz, J.E. and Marcos, D. and Lobry, S. and Santos, J.A.d. and Falc\~ao, A.X. and Tuia, D.}
}