Nesrine Chehata

Nesrine Chehata

Professor

STRUDEL team(s)

Publications

International Journals

Ekaterina KalinichevaLoic LandrieuClément MalletNesrine ChehataPredicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. International Journal of Applied Earth Observation and Geoinformation, 2022, 112, pp.102863. ⟨10.1016/j.jag.2022.102863⟩
Sébastien GiordanoSimon BaillyLoic LandrieuNesrine ChehataImproved Crop Classification with Rotation Knowledge using Sentinel-1 and -2 Time Series. Photogrammetric engineering and remote sensing, 2020, 86, pp.431 - 441. ⟨10.14358/pers.86.7.431⟩
Cyril WendlArnaud Le BrisNesrine ChehataAnne Puissantet alFusion tardive d’images SPOT 6/7 et de données multitemporelles Sentinel-2 pour la détection de la tache urbaine. Revue Française de Photogrammétrie et de Télédétection, 2018, Colloque CFPT 2018, 217-218 (n° special), pp.87-97. ⟨10.52638/rfpt.2018.415⟩
Clément MalletNesrine ChehataMauro Dalla MuraJean-Emmanuel Deschaudet alEditorial pour le numéro spécial CFPT'2018. Revue Française de Photogrammétrie et de Télédétection, 2018, Numéro double spécial Colloque CFPT 2018, 2017-2018
António FerrazClément MalletNesrine ChehataLarge-scale road detection in forested mountainous areas using airborne topographic lidar data. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 112 (3), pp.23-36. ⟨10.1016/j.isprsjprs.2015.12.002⟩
Nesrine ChehataKarim GharianiArnaud Le BrisPhilippe LagacherieDélimitation des parcelles agricoles par classification d'images Pléiades. Revue Française de Photogrammétrie et de Télédétection, 2015, 209, pp.165-171. ⟨10.52638/rfpt.2015.220⟩
Antonio FerrazClément MalletNesrine ChehataDÉTECTION À HAUTE RÉSOLUTION SPATIALE DE LA DESSERTE FORESTIÈRE EN MILIEU MONTAGNEUX. Revue Française de Photogrammétrie et de Télédétection, 2015, 1 (211-212), pp.103-117. ⟨10.52638/rfpt.2015.549⟩
Clément MalletNesrine ChehataGrégoire MercierTheme Issue “Multitemporal remote sensing data analysis”. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 107, pp.1-2. ⟨10.1016/j.isprsjprs.2015.07.005⟩
Julien SmeeckaertClément MalletDavid NicolasNesrine Chehataet alLarge-scale classification of water areas using airborne topographic lidar data. Remote Sensing of Environment, 2013, 138, pp.134-148. ⟨10.1016/j.rse.2013.07.004⟩

International conferences

Vivien Sainte Fare GarnotLoic LandrieuSebastien GiordanoNesrine ChehataSatellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention. CVPR 2020, Jun 2020, Seattle, United States
Vivien Sainte Fare GarnotLoic LandrieuSébastien GiordanoN. ChehataTime-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series. IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.6247-6250, ⟨10.1109/IGARSS.2019.8900517⟩
Arnaud Le BrisNesrine ChehataSensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infrared. Joint Urban Remote Sensing Event (JURSE 2019), May 2019, Vannes, France. ⟨10.1109/JURSE.2019.8809029⟩
Arnaud Le BrisNesrine ChehataXavier BriottetNicolas PaparoditisExtraction of optimal spectral bands using hierarchical band merging out of hyperspectral data. ISPRS Geospatial Week 2015, Sep 2015, La Grande-Motte, France. pp.459-465, ⟨10.5194/isprsarchives-XL-3-W3-459-2015⟩
António FerrazClément MalletNesrine ChehataLarge scale road network extraction in forested moutainous areas using airborne laser scanning data. IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.4315-4318, ⟨10.1109/IGARSS.2014.6947444⟩
Mahmoud Mohammed Sidi YoussefClément MalletNesrine ChehataArnaud Le Briset alCombining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec City, Canada. pp.4820-4823, ⟨10.1109/IGARSS.2014.6947573⟩
Julien SmeeckaertClément MalletNicolas DavidNesrine Chehataet alLarge-scalewater classification of coastal areas using airborne topographic lidar data. IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.61-64, ⟨10.1109/IGARSS.2013.6721092⟩

National Conferences

Arnaud Le BrisNesrine ChehataXavier BriottetNicolas PaparoditisSpectral band selection for urban material classification using hyperspectral libraries. 23. ISPRS Congress, International Society for Photogrammetry and Remote Sensing (ISPRS). INT., Jul 2016, Prague, Czech Republic. ⟨10.5194/isprsannals-III-7-33-2016⟩
Cécile CazalsHajar BenelcadiPierre-Louis FrisonGrégoire Mercieret alContribution of textural information from TERRASAR-X image for forest mapping. IEEE International Geoscience and Remote Sensing Symposium, IEEE Geoscience and Remote Sensing Society (GRSS). USA., Jul 2015, Milan, Italy. ⟨10.1109/IGARSS.2015.7325822⟩
Mohamed Mahmoud Sidi YoussefClément MalletNesrine ChehataArnaud Le Briset alDétection de bâtiments à partir d'une image satellitaire par combinaison d'approches ascendante et descendante. Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France

Book Chapters

Arnaud Le BrisNesrine ChehataSpectral Optimization of Airborne Multispectral Camera for Land Cover Classification: Automatic Feature Selection and Spectral Band Clustering. Geographic Information Systems in Geospatial Intelligence [Working Title], IntechOpen, pp.1-4, 2019, ⟨10.5772/intechopen.88507⟩
Arnaud Le BrisNesrine ChehataWalid OuerghemmiCyril Wendlet alDecision fusion of remote-sensing data for land cover classification (chap. 11). Michael Ying Yang, Bodo Rosenhahn, Vittorio Murino. Multimodal Scene Understanding, Elsevier, pp.341-382, 2019, ⟨10.1016/B978-0-12-817358-9.00017-2⟩
Clément MalletNesrine ChehataJean-Stéphane BaillyMéthodes de traitement de données lidar. Baghdadi, Nicolas and Zribi, Mehrez. Observation des surfaces continentales par télédétection optique, 1, ISTE, 2017, Observation des surfaces continentales par télédétection optique, 978-1-78405-156-3
Xavier BriottetNesrine ChehataRosa Oltra-CarrioArnaud Le Briset alApplication de l’optique aux milieux urbains. Observation des surfaces continentales par télédétection III - Urbain et zones côtières, 2017, 9781784061609
Clément MalletNesrine ChehataJean-Stéphane BaillyAirborne LiDAR Data Processing. Nicolas Baghdadi and Mehrez Zribi. Optical Remote Sensing of Land Surface, Elsevier, pp.249 - 297, 2016, Optical Remote Sensing of Land Surface, 978-1-78548-102-4. ⟨10.1016/B978-1-78548-102-4.50006-5⟩