ARTICLES DANS REVUES AVEC COMITE DE LECTURE

2018

C. Brabant, E. Alvarez-Vanhard, G. Morin, K. Thanh Nguyen, A. Laribi, T. Houet, (submitted) Evaluation of dimensional reduction methods on urban vegegation classification performance using hyperspectral data, Remote Sensing

G. Roussel, C. Weber, X. Briottet and X. Ceamanos, "Comparison of two atmospheric correction meth-ods for the classification of spaceborne urban hyperspectral data depending on the spatial resolution", International Journal of Remote Sensing, vol. 39(5), pp. 1593-1614, 2018

2017

Vivone, P. Addesso , R. Restaino, M. Dalla Mura and J. Chanussot, Pansharpening Based on Deconvolution for Multiband Filter Estimation. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 2018 in press

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Semantic segmentation of forest stands of pure species combining airborne lidar data and very high resolution multispectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 126 (2017), pp.129–145, 2017

W. Ouerghemmi, A. Le_Bris, N. Chehata, C. Mallet, A two-step decision fusion strategy: application to hyperspectral and multispectral images for urban classification, ISPRS Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017 (article)

F. Z. Benhalouche, M. S. Karoui, Y. Deville, A. Ouamri, Hyperspectral and multispectral data fusion based on linear-quadratic nonnegative matrix factorization, Journal of Applied Remote Sensing (SPIE Digital Library), vol. 11, no. 2, pp. 025008-1 to 025008-18, Apr-Jun 2017. DOI: 10.1117/1.JRS.11.025008 (article)

M. S. Karoui, Y. Deville, F. Z. Benhalouche, I. Boukerch, Hypersharpening by Joint-Criterion Nonnegative Matrix Factorization, IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 3, pp. 1660-1670, March 2017 (article)

C. Revel, Y. Deville, V. Achard, X. Briottet, Inertia-Constrained Pixel-by-Pixel Nonnegative Matrix Factorisation: a Hyperspectral Unmixing Method Dealing with Intra-class Variability, 24 Feb 2017 (article)

2015

A. Le Bris, N. Chehata, X. Briottet, N. Paparoditis, Extraction of optimal spectral bands using hierarchical band merging out of hyperspectral data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 15 (3/W3), pp. 459-465, Octobre 2015 (article)

L. Loncan, L. Almeida, J. Bioucas-Dias, X. Briottet, J. Chanussot, N. Dobigeon, S. Fabre, W. Liao, G. Licciardi, M. Simoes, J-Y. Tourneret, M. Veganzones, G. Vivone, Q. Wei, N. Yokoya, Hyperspectral pansharpening : a review, IEE Geoscience and Remote Sensing Magazine 3(3). p.27-46, Sept. 2015 (article)

 

OUVRAGES OU CHAPITRES D'OUVRAGES

Y. Deville, C. Revel, V. Achard, X. Briottet, “Application and extension of PCA concepts to blind unmixing of hyperspectral data with intra-class variability”, chapter in “Advances in Principal Component Analysis - Research and Development”, pp 225-252, G. R. Naik (ed), Springer, Singapore, 2018. DOI : https ://doi.org/10.1007/978-981-10-6704-4 9

X. Briottet, N. Chehata, A. Le Bris, R.Oltra Carrio, C. Weber, 2016, Application de l'optique à l'urbain, Partie 2 : Chapitre 4: Application de l’optique aux milieux urbains. Télédétection pour l'Observation des Surfaces Continentales Tome 4 Applications thématiques : Aménagement, Environnement et Risques Coord. Nicolas Baghdadi et Mehrez Zribi. ed. ISTE

X. Briottet, N. Chehata,A. Le Bris, R.Oltra Carrio, C. Weber, 2016, Optical Remote Sensing in Urban Environments. Télédétection pour l'Observation des Surfaces Continentales Tome 4 Applications thématiques : Aménagement, Environnement et Risques Coord. Nicolas Baghdadi et Mehrez Zribi. ed. ISTE

 

COMMUNICATIONS DANS DES COLLOQUES (AVEC ACTES)

2018

F. Z. Benhalouche, M. S. Karoui, Y. Deville, “Linear-quadratic NMF-based urban hyperspectral data unmixing with some known endmembers”, Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing : Evo- lution in Remote Sensing (WHISPERS 2018), Sept. 23-26, 2018, Amsterdam, The Netherlands

W. Ouerghemmi, S. Gadal, G. Mozgeris, Urban vegetation mapping by airborne hyperspectral imagery: Feasibility and limitations, Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing : Evo- lution in Remote Sensing (WHISPERS 2018), Sept. 23-26, 2018, Amsterdam, The Netherlands

C. Brabant, E. Alvarez-Vanhard, G. Morin, K. Thanh Nguyen, A. Laribi, T. Houet, (2018) Evaluation of dimensional reduction methods on urban vegegation classification performance using hyperspectral data, Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), 20-27 July 2018, Valencia, Spain

C. Weber, R.Aguejdad, X. Briottet, J.Avala, S. Fabre, J. Demuynck, E. Zenou, Y. Deville, M. S. Karoui, F.Z. Benhalouche, S. Gadal, W. Ourghemmi, C. Mallet, Hyperspectral Imagery for Environmental Urban Planning, Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), 20-27 July 2018, Valencia, Spain (article)

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Forest stand extraction: which optimal remote sensing data sources. Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), 20-27 July 2018, Valencia, Spain

M. Karoui, F. Benhalouche, Y. Deville, K. Djerriri, X. Briottet, A. Le Bris. Detection and area estimation for photovoltaic panels in urban hyperspectral remote sensing data by an original NMF-based unmixing method. in Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), 20-27 July 2018, Valencia, Spain (article)

W. Ouerghemmi, S. Gadal, G. Mozgeris, Urban Vegetation Mapping using Hyperspectral Imagery and Spectral Library. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2018), 20-27 July 2018, Valencia, Spain. pp.1632-1635

S. Gadal, W. Ouerghemmi, G. Mozgeris, R. Barlatier, Recognition of urban vegetation by hyperspectral airborne high-resolution VNIR imager (Kaunas, Lithuania), Conference: 6ème édition : colloque groupe hyperspectral SFTP-GH, 17-18 Mai 2018, Montpellier, France (article)

M. S. Karoui, F. Z. Benhalouche, Y. Deville, K. Djerriri, X. Briottet, T. Houet, A. Le Bris, “An NMF-based unmixing method with known spectra of photovoltaic panels for their detection and area estimation from urban hyperspectral remote sensing data”, SFPT-GH 2018 conference, 17-18 May 2018, Montpellier, France

2017

F. Z. Benhalouche, M. S. Karoui, Y. Deville, I. Boukerch, A. Ouamri, Multi-sharpening hyperspectral remote sensing data by multiplicative joint-criterion linear-quadratic nonnegative matrix factorization, Proceedings of the 2017 IEEE International Workshop on Electronics, Control, Measurement, Signals and their application to Mechatronics (ECMSM 2017), May 24-26, 2017, Donostia - San Sebastian, Spain (article)

C. Revel, Y. Deville, V. Achard, X. Briottet, Impact of the initialisation of a blind unmixing method dealing with intra-class variability'' (invited paper in special oral session on Environmental signal processing: new trends and applications''), Proceedings of the 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), pp. 227-232, 26-28 April 2017, Bruges, Belgium

R.Aguejdad, A.Serradj, C.Weber, Mapping urban impervious surfaces from an airborne hyperspectral imagery using the object-oriented classification approach, ASCMCES-17 , 18-20 April 2017, Sharjah, UAE (article)

A. Le Bris, N. Chehata, X. Briottet, N. Paparoditis, Hierarchically exploring the width of spectral bands for urban material classification, JURSE 2017, March 2017, Dubai, UAE (article)

2016

F. Z. Benhalouche, Y. Deville, M. S. Karoui, A. Ouamri, Hyperspectral endmember spectra extraction based on constrained linear-quadratic matrix factorization using a projected gradient method, 2016 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016), 13-16 Sept. 2016, Salerno, Italy (article)

S. Gadal et W. Ouerghemmi, Morpho-spectral objects classificationby hyperspectral airborne imagery, 8th Workshop in Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug. 2016, LosAngeles, USA (article)

C. Revel, Y. Deville, V. Achard, X. Briottet, “A linear-quadratic unsupervised hyperspectral unmixing method dealing with intra-class variability”, Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS 2016), August 21-24, 2016 Los Angeles, USA

G. Roussel, C. Weber, X. Ceamanos and X. Briottet, 2016, A sun/shadow approach for the classification of hyperspectral data, WHISPERS - 8th Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, 21 - 24 August 2016, Los Angeles, USA (poster)

A. Le Bris, N. Chehata, X. Briottet, N. Paparoditis, Spectral band selection for urban material classification using hyperspectral libraries. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3 (7), pp. 33-40, 2016 XXIII ISPRS Congress,12–19 July 2016, Prague, Czech Republic (article)

C. Dechesne, C. Mallet, A. Le Bris, V. Gouet, Forest stand segmentation using airborne lidar data and very high resolution multispectral imagery. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLI-B3, 2016 XXIII ISPRS Congress,12–19 July 2016, Prague, Czech Republic (article)

F. Z. Benhalouche, Y. Deville, M. S. Karoui,  A. Ouamri, Bilinear matrix factorization using a gradient method for hyperspectral endmember spectra extraction, Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), pp. 6565-6568, 10-15 July 2016, Beijing, China (article)

G. Roussel, C. Weber, X. Ceamanos and X. Briottet, "A sun/shadow approach for the classification of hyperspectral data", Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016) ), pp. 6565-6568, 10-15 July 2016, Beijing, China BEIJING, Chine

S. Gadal, W. Ouerghemmi, 2016, Urban objects recognition feasibilities by airborne hyperspectral and multispectral remote sensing. Actes Avignon Series - ISBN: 978-2-9105-4510-5, pp.101-108, 2016, Spatial uncertainty in knowledge-based systems, Spatial Accuracy 2016, July 2016, Montpellier, France (article)

A. Hervieu, A. Le Bris and C. Mallet, 2016, Fusion of hyperspectral and multispectral aerial image classifications in urban areas, ISPRS Annals of Photogrammetry, Remote Sensing and the Spatial Information Sciences, Vol. III-3, July 2016, Prague, Czech Republic (article)

G. Roussel, C. Weber, X. Ceamanos and X. Briottet, 2016, A sun/shadow approach for the classification of hyperspectral data, 16th Onera-DLR Aerospace Symposium (ODAS 2016), Jun2016, Oberpfaf-Fenhofen, Germany (article)

2015

S. Gadal, W. Ouerghemmi, 2015, Morpho-spectral recognition of dense urban objects by hyperspectral imagery, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-3/W3, 2015, ISPRS Geospatial Week 2015, 28 Sep. – 03 Oct. 2015, La Grande Motte, France (article)

F. Z. Benhalouche, M. S. Karoui, Y. Deville and A. Ouamri, Local hyperspectral data multi-sharpening based on linear/linear-quadratic nonnegative matrix factorization by integrating lidar data, Proceedings of Image and Signal Processing for Remote Sensing XXI SPIE conference, vol. 9643, pp. 96430Y-1 to 96430Y-9, 21 Sept. 2015, Toulouse, France  (article)

Y. Deville, Matrix factorization for bilinear blind source separation: methods, separability and conditioning, Proceedings of the 23rd European Signal Processing Conference (EUSIPCO 2015), pp. 1945-1949, Aug. 31 - Sept. 4, 2015, Nice, France (article)

A. Le Bris, N. Chehata, X. Briottet, N. Paparoditis, A Random Forest class memberships based wrapper band selection criterion : application to hyperspectral. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Juillet 2015, Milan, Italie (article)

F. Z. Benhalouche, M. S. Karoui, Y. Deville, A. Ouamri, Hyperspectral data multi-sharpening based on linear-quadratic nonnegative matrix factorization, Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015), pp. 3290-3293, July 26-31, 2015, Milan, Italy (article)

L. Loncan, L. B. Almeida, J. Bioucas Dias, X. Briottet, J. Chanussot, N. Dobigeon, S. Fabre, W. Liao, G. Licciardi, M. Simoes, J. Y. Tourneret, M. A. Veganzones, G. Vivone, Q. Wei, N. Yokoya, "Comparison of nine Hyperspectral Pansharpening methods", Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015), pp. 3290-3293, July 26-31, 2015, Milan, Italy

C. Revel, Y. Deville, V. Achard, X. Briottet, A method based on nonnegative matrix factorization dealing with intra-class variability for hyperspectral unmixing, Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2015), June 2-5, 2015, Tokyo, Japan (article)

L. Loncan, J. Chanussot, S. Fabre and X. Briottet, "Hyperspectral Pansharpening based on unmixing techniques", in Proc. 7th Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing (WHISPERS 2015), June 2-5, 2015, Tokyo, Japan

Weber C. et al., 2015, Imagerie Hyperspectrale pour la planification urbaine environnementale. ISPRS Geospatial Week 2015. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL(3/W3) pp 653-66,.

 

THESES ET MASTER

Achour LARIBI, 2017, Evaluation de la capacité de l’imagerie hyperspectrale en milieu urbain : application à la végétation urbaine. Mémoire de Master 2 TELENVI, Université Rennes 2, 34 p.

Charlotte BRABANT, 2018 – Evaluation de multiples techniques visant l’amélioration de la performance de classification de la végétation urbaine à partir de données hyperspectrales. Mémoire de Master 2 TELENVI, Université Rennes 2, 50 p.

 

COMMUNICATIONS DANS DES COLLOQUES ET VULGARISATION (SANS ACTES)

2018

J. Aval, S. Fabre, D. Sheeren, E. Zenouo, X. Briottet, oral : Individual street tree detection from airborne data and contextual information, GEOBIA 2018, 18-22 June, Montpellier, France

S. Gadal, W. Ouerghemmi, G. Mozgeris, R. Barlatier, Recognition of urban vegetation by hyperspectral airborne high-resolution VNIR imager (Kaunas, Lithuania), 6ème édition : colloque groupe hyperspectral SFTP-GH,  pp.47, May 2018, Montpellier, France

S. Gadal, W. Ouerghemmi, Cartographie de la végétation urbaine par imagerie aéroportée hyperspectrale sur la ville de Kaunas (Lituanie), TEMU 2018 : Atelier Télédétection pour l'Etude des Milieux Urbains, Mar 2018, Strasbourg, France

2017

W. Ouerghemmi, A. Le Bris, N.Chehata, C. Mallet, oral : Fusion de classifications pour l’utilisation conjointe d’images multispectrales à très haute résolution spatiale et de données hyperspectrales. Colloque du Groupe Hyperspectral de la Société Française de Photogrammétrie et Télédétection, 2017, Brest, France

A. Le Bris, N.Chehata, X. Briottet, N. Paparoditis, oral : Optimisation spectrale pour la classification de matériaux urbains, Atelier Télédétection pour l’Etude des Milieux Urbains, 2017, Toulouse, France

J. Aval, S. Fabre, D. Sheeren, E. Zenouo, X. Briottet, oral : Urban tree species classification with airborne hyperspectral VNIR and SWIR, PAN and DSM data, EARSel SIG Imaging Spectroscopy Workshop, 19 - 21 April 2017, Zurich, Switzerland

J. Aval, S. Fabre, D. Sheeren, E. Zenouo, X. Briottet, oral : Classification des espèces d’arbres en milieu urbain par fusion de données aéroportées hyperspectrales, panchromatiques et d’un MNS, TEMU, 16 - 17 Janv. 2017, Toulouse, France

2016

Mozgeris G., Gadal S., Jonikavičius D., Straigytė L., Ouerghemmi W., Juodkienė V. (2016). Hyperpectral and color-infrared imaging from ultra-light aircraft : potential to recognize tree species in urban environment, Whisper, 21-24 August 2016, UCLA, USA.

Gadal S.,Ouerghemmi W. (2016). Morpho-spectral objects classification by hyperspectral airborne imagery, Whisper, 21-24 August 2016, UCLA, USA

A. Le Bris, N.Chehata, X. Briottet, N. Paparoditis, oral : Occupation du sol fine en milieu urbain, Réunion "Imagerie hyperspectrale : quelles données ? quels traitements ? quelles applications ?" du GdR ISIS, 2016, Toulouse, France

A. Le Bris, oral : Imagerie et classification de l’occupation du sol pour l’analyse des milieux urbains. Salon Pollutec, 2016, Lyon, France

A. Le Bris, oral : Contribution de l’imagerie hyperspectrale à l’analyse des milieux urbains. Journées de le Recherche de l’IGN, 2016, Marne-la-Vallée, France

W. Ourghemmi, S. Gadal, G. Mozgeris, V. Juodkiene, D. Jonikavicius, G. Skupinski, C. Weber, Generation   of   urban   objects   spectral   database  using  laboratory hyperspectral imager in Kaunas city (Lithuania) Colloque du Groupe Hyperspectral de la Société Française de Photogrammétrie et Télédétection, 2016, Grenoble, France

C Weber, X Briottet, C. Mallet, S Gadal, Hyperspectral Imagery for Environmental urban Planning: HYEP, 2016, Colloque du Groupe Hyperspectral de la Société Française de Photogrammétrie et Télédétection, 2016, Grenoble, France

S. Gadal, W. Ourghemmi, Identification of urban objects using spectral library combined with airborne hyperspectral imaging, Colloque du Groupe Hyperspectral de la Société Française de Photogrammétrie et Télédétection, 2016, Grenoble, France

Y. Deville, F. Z. Benhalouche, M. S. Karoui, A. Ouamri, Bilinear matrix factorization methods and application to unsupervised unmixing of urban hyperspectral images, Colloque du Groupe Hyperspectral de la Société Française de Photogrammétrie et Télédétection, 2016, Grenoble, France

Roussel G., et al., 2016, Comparaison de deux méthodes de correction atmosphérique à différentes résolutions pour des applications de classification d’images hyperspectrales Colloque du Groupe Hyperspectral de la Société Française de Photogrammétrie et Télédétection, 2016, Grenoble, France

 

POSTERS

2018

C. Weber, X. Briottet, C. Mallet, S. Gadal, Y. Deville, J. Chanussot, T. Houet, et al., HYEP - Hyperspectral Imagery for Environmental Urban Planning, Journées ADEME / ANR - La recherche au service de la transition énergétique. 4 - 5 juin 2018, Palais des Congrès d’Issy-les-Moulineaux, Paris, France (poster)

2017

J. Aval, S. Fabre, D. Sheeren, E. Zenouo, X. Briottet, poster : Urban tree species classification with airborne hyperspectral VNIR and SWIR, PAN and DSM data by fusion at the object level, IAC, 25 - 29 Sept. 2017, Adelaide, Australia

2016

A. Le Bris, N.Chehata, X. Briottet, N. Paparoditis, poster : Optimisation de la configuration d’un instrument superspectral aéroporté pour la classification en milieu urbain. Colloque du Groupe Hyperspectral de la Société Française de Photogrammétrie et Télédétection, 2016, Grenoble, France

Weber C., S Zinko, T Lampert et P Gancarski, HYEP: des bases de données spectrales à l’usage de la communauté. Colloque du Groupe Hyperspectral de la Société Française de Photogrammétrie et Télédétection, 2016, Grenoble, France

Weber C., Briottet X, Mallet C. et Gadal S., 2016, Hyperspectral Imagery for Environmental Urban Planning. SAGEO 2016, NICE