Publications du MATIS

Index des auteurs

Abou-Elailah A.Balmand S.Bhowmik N.Brédif M.Burochin J.-P.
Caraffa L.Cazals C.Champion N.Chehata N.Cléry I.
Cura R.Dechesne C.Devaux A.Ferraz A.Giordano S.
Gressin A.Guinard S.Hervieu A.Iovan C.Landrieu L.
Le_Bris A.Mallet C.Mezian M.Monnier F.Nguyen Q. D.
Nguyen Q.-D.Ouerghemmi W.Piasco N.Postadjian T.Qin Y
Qu X.Rudant J.-P.Sedze M.Soheilian B.Vallet B.
Vandergucht D.Wei L.Weinmann M.Xiao W.


Abou-Elailah

A. Abou-Elailah, I. Bloch, V. Gouet-Brunet. Unsupervised detection of ruptures in spatial relationships in video sequences based on log-likelihood ratio. Pattern Analysis and Applications, 2017.  

A. Abou-Elailah, V. Gouet-Brunet, I. Bloch. Detection of Abrupt Changes in Spatial Relationships in Video Sequences. Pattern Recognition: Applications and Methods (revised selected Papers from ICPRAM 2015), Volume 9493 of Lecture Notes in Computer Science, pp.89-106, Fred, Ana, De Marsico, Maria, Figueiredo, Mário (Eds.), 2016.  

A. Abou-Elailah, V. Gouet-Brunet, I. Bloch. Detection of ruptures in spatial relationships in video sequences. in "International Conference on Pattern Recognition Applications and Methods - ICPRAM", pp.1-12, Lisbon, Portugal, 2015.  


Balmand

S. Balmand, A. S. Dalalyan. On estimation of the diagonal elements of a sparse precision matrix. Electronic Journal of Statistics, Volume 10, Number 1 (2016), pp.1551-1579.  

S. Balmand, A. S. Dalalyan. Convex programming approach to robust estimation of a multivariate Gaussian model. arXiv, Submitted on 15 December 2015.  


Bhowmik

N. Bhowmik, V. Gouet-Brunet, L. Wei, G. Bloch. Adaptive and optimal combination of local features for image retrieval. International Conference on Multimedia Modeling (MMM), Reykjavik, Iceland, January 4-6, 2017.  

N. Bhowmik, L. Weng, V. Gouet-Brunet, B. Soheilian. Cross-domain Image Localization by Adaptive Feature Fusion. Joint Urban Remote Sensing Event (JURSE), Dubai, UAE, March 6-8, 2017.  

N. Bhowmik, V. Gouet-Brunet, G. Bloch, S. Besson. Combination of image descriptors for the exploration of cultural photographic collections. Journal of Electronic Imaging 26(1), 011019, 19 December 2016.  

N. Bhowmik, R. Gonzalez, V. Gouet-Brunet, H. Pedrini, G. Bloch. Efficient fusion of multidimentional descriptors for image retrieval. International Conference on Image Processing (ICIP), Paris, France, October 27-30, 2014.  


Brédif

M. Bevilacqua, J.-F. Aujol, P. Biasutti, M. Brédif, A. Bugeau. Joint inpainting of depth and reflectance with visibility estimation. ISPRS Journal of Photogrammetry and Remote Sensing, vol.125 (2017) pp.16–32, 2017.  

M. Weinmann, M. Weinmann, C. Mallet, M. Brédif. A classification-segmentation framework for the detection of individual trees in dense MMS point cloud data acquired in urban areas. Remote Sensing, vol. 9(3), 277, 2017.  

N. Mellado, D. Vanderhaeghe, C. Hoarau, S. Christophe, M. Brédif, L. Barthe. Constrained Palette-Space Exploration. ACM Transaction on Graphics (SIGGRAPH 2017), July 2017, Los Angeles, CA, USA.  

V. Daval, L. Lelégard, M. Brédif. Correction du flou de mouvement sur des images prises de nuit depuis un véhicule de numérisation terrestre . Revue Française de Photogrammétrie et de Télédétection, n. 215, pp.53-64, août 2017.  

B. Soheilian, X. Qu, M. Brédif. Landmark based localization : LBA refinement using MCMC-optimized projections of RJMCMC-extracted road marks. IEEE Intelligent Vehicles Symposium (IV2016), Gothenburg, Sweden, 19-22 June 2016.  

P. Biasutti, J.-F. Aujol, M. Brédif, A. Bugeau. Diffusion anisotrope et inpainting d’orthophotographies LiDAR mobile. RFIA 2016, Clermont Ferrand, juin 2016.  

M. Weinmann, C. Mallet, M. Brédif. Segmentation and Localization of Individual Trees from MMS Point Cloud Data Acquired in Urban Areas. in Publikationen der DGPF, Bern, 2016.  

A. Devaux, M. Brédif. Realtime Projective Multi-Texturing of Pointclouds and Meshes for a Realistic Street-View Web Navigation. ACM Web3D 2016, Anaheim , CA, USA, July 22-24, 2016.  

V. Picavet, M. Brédif, M. Konini, A. Devaux. iTowns, framework web pour la donnée géographique 3D. Revue XYZ, N°147, pp.49-52, 2eme trimestre 2016.  

J. Böhm, M. Brédif, T. Gierlinger,, M. Kramer, R. Lindenbergh, K. Liu, F. Michel, B. Sirmacek. The IQMULUS urban showcase: automatic tree classification and identification in huge mobile mapping point clouds . International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 301-307, ISPRS Congress, Prague, 2016.  

M. Weinmann, C. Mallet, M. Brédif. Detection, Segmentation and Localization of Individual Trees from MMS Point Cloud Data. GEOBIA 2016, Best Paper Award, Enschede, The Netherlands, 14-16 September 2016.  

Q.-D. Nguyen, M. Brédif, D. Richard, N. Paparoditis. Progressive streaming and massive rendering of 3D city models on web-based virtual globe. 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016), San Francisco Bay Area, California, USA, November 2016.  

B. Soheilian, X. Qu, M. Brédif. Localisationa base d’amers visuels: Cartographie et mise en correspondance de marquages au sol et intégration dans LBA. in Actes de la journée Transports Intelligents. Congrès francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA), Clermont Ferrand, France, June 2016.  

L. Caraffa, M. Brédif, B. Vallet. 3D watertight mesh generation with uncertainties from ubiquitous data. ACCV 2016, Taipei, Taiwan, November 2016.  

M. Bevilacqua, J.-F. Aujol, M. Brédif, A. Bugeau. Visibility Estimation and Joint Inpainting of Lidar Depth Maps. In IEEE International Conference on Image Processing (ICIP), pp. 3503–3507, Phoenix, AZ, USA, September 2016.  

A. Hervieu, B. Soheilian, M. Brédif. Road marking extraction using a Model&Data-driven RJ-MCMC. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W4, pp.47-54, PIA 2015, Munich, Germany, March 2015.  

B. Vallet, W. Xiao, M. Brédif. Extracting mobile objects in images using a Velodyne Lidar point cloud. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W4, pp.247-253, PIA 2015, Munich, Germany, March 2015.  

B. Vallet, M. Brédif, A. Serna, B. Marcotegui, N. Paparoditis. TerraMobilita/iQmulus Urban Point Cloud Analysis Benchmark. Computers & Graphics 49, pp.126-133, February 27, 2015.  

Q. D. Nguyen, A. Devaux, M. Brédif, N. Paparoditis. A 3D Heterogeneous Interactive Web Mapping Application. Conférence VR 2015 IEEE Virtual Reality, Arles, France, 23-27 March 2015.  

W. Xiao, B. Vallet, M. Brédif, N. Paparoditis. Street environment change detection from mobile laser scanning point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 38, pp. 38-49, 2015.  

M. Brédif, B. Vallet, B. Ferrand. Distributed dimensonality-based rendering of lidar point clouds. International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences (GeoBigData), Volume : XL-3/W5.  

L. Caraffa, M. Brédif, B. Vallet. 3D octree based watertight mesh generation from ubiquitous data. International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences (GeoBigData), Volume : XL-3/W5.  

B. Soheilian, M. Brédif. Multi-view 3D circular target reconstruction with uncertainty analysis. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PCV 2014, vol. II–3, pp.143-148, Zurich, Switzerland, 5th - 7th September 2014.  

B. Vallet, B. Soheilian, M. Brédif. Combinatorial clustering and its application to 3D polygonal traffic sign reconstruction from multiple images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PCV 2014, vol. II–3, pp.165-172, Zurich, Switzerland, 5th - 7th September 2014.  

M. Brédif. Projective Texturing Uncertain Geometry: silhouette-aware box-filtered blending using integral radial images. ASPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume II-3, ISPRS Technical Commission III Symposium, Zurich, Switzerland, 5 – 7 September 2014.  

J.-P. Burochin, B. Vallet, M. Brédif, C. Mallet, T. Brosset, N. Paparoditis. Detecting blind building façades from highly overlapping wide angle aerial imagery. ISPRS Journal of Photogrammetry and Remote Sensing, Volume 96, pp.193–209, October 2014.  

J. Zhang, G. Sohn, M. Brédif. A hybrid framework for single tree detection from airborne laser scanning data: A case study in temperate mature coniferous forests in Ontario, Canada. ISPRS Journal of Photogrammetry and Remote Sensing, vol.98, pp.44–57, December 2014.  


Burochin

J.-P. Burochin, B. Vallet, M. Brédif, C. Mallet, T. Brosset, N. Paparoditis. Detecting blind building façades from highly overlapping wide angle aerial imagery. ISPRS Journal of Photogrammetry and Remote Sensing, Volume 96, pp.193–209, October 2014.  


Caraffa

L. Caraffa, M. Brédif, B. Vallet. 3D watertight mesh generation with uncertainties from ubiquitous data. ACCV 2016, Taipei, Taiwan, November 2016.  

L. Caraffa, M. Brédif, B. Vallet. 3D octree based watertight mesh generation from ubiquitous data. International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences (GeoBigData), Volume : XL-3/W5.  


Cazals

C. Cazals, P.-L. Frison, S. Rapinel, A. Bonis, G. Mercier, C. Mallet, S. Corgne, J.-P. Rudant. Caractérisation des durées d’inondation en milieu prairial par télédétection satellitaire radar. Revue de l'ONEMA, A paraître.  

C. Cazals, S. Rapinel, P.-L. Frison, A. Bonis, G. Mercier, C. Mallet, S. Corgne, J.-P. Rudant. Mapping and characterization of hydrological dynamics in coastal marsh using high temporal resolution Sentinel-1 images. Remote Sensing, 2016.  

C. Cazals, S. Rapinel, P.-L. Frison, A. Bonis, J.-P. Rudant. Hydro-ecological Monitoring of Coastal Marsh using High Temporal Resolution Sentinel-1 Time Serie. Living Planet Symposium 2016, Pragues.  

C. Cazals. Estimation de durée d'inondation en milieu prairial par télédétection radar. Journées de la recherche à l'IGN, ENSG, Champs-sur-Marnes, France, 2016.  

C. Cazals. Extraction de surfaces d'eau par télédétection radar : Apport de la très haute résolution spatiale. Séminaire Théia , Montpellier, octobre 2016.  

C. Cazals, H. Benelcadi, P.-L. Frison, G. Mercier, C. Lardeux, N. Chehata, J.-P. Rudant. Contribution of textural information from TerraSAR-X image for forest mapping. In Geoscience and Remote Sensing Symposium (IGARSS), IEEE International, pp.549-552, July 2015.  

C. Cazals. Apport de l'imagerie radar haute résolution pour la cartographie de la végétation : Analyse texturale . Journées de la recherche à l'IGN, ENSG, Champs-sur-Marnes, France, 2015.  


Champion

C. Pelletier, S. Valero, J. Inglada, G. Dedieu, N. Champion. New iterative learning strategy to improve classification systems by using outlier detection techniques. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

C. Pelletier, S. Valero, J. Inglada, G. Dedieu, N. Champion. An assessment of image features and random forest for land cover mapping over large areas using high resolution satellite image time series. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, July 2016.  

C. Pelletier, S. Valero, J. Inglada, N. Champion, G. Dedieu. Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas. Remote Sensing of Environment 187: 156–168, 2016.  

N. Champion. Automatic detection of clouds and shadows using high resolution satellite image time series. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 475-479, ISPRS Congress, Prague, Juillet 2016.  


Chehata

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

A. Ferraz, C. Mallet, N. Chehata. Large-scale road detection in forested mountainous areas using airborne topographic lidar data. ISPRS Journal of Photogrammetry and Remote Sensing, 112, pp.23-36, February 2016.  

A. Ferraz, C. Mallet, N. Chehata. Détection à haute résolution spatiale de la desserte forestière en milieux montagneux. Revue Française de Photogrammétrie et de Télédétection, 211-212, pp. 103-117.  

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, ISPRS Congress, Prague, Juillet 2016.  

C. Mallet, N. Chehata, J.S. Bailly. Méthodes de traitements de données lidar (chapitre 6). In : Télédétection pour l'Observation des Surfaces Continentales. Baghdadi N., Zribi M. (Eds), Editions ISTE, Elsevier, 2016.  

C. Mallet, N. Chehata, J.S. Bailly. Airborne lidar data processing (Chapter 6). In: Optical Remote Sensing of Land Surface Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

X. Briottet, N. Chehata, R. Oltra-Carrio, A. Le_Bris, C. Weber. Télédétection optique en milieux urbains (Chapitre 1). In : Télédétection pour l'Observation des Surfaces Continentales en zones urbaines et côtières, Baghdadi N., Zribi M. (Eds), ISTE, Elsevier, 2016.  

X. Briottet, N. Chehata, R. Oltra-Carrio, A. Le_Bris, C. Weber. Optical Remote Sensing in Urban Environments (Chapter 1). Land Surface Remote Sensing in Urban and Coastal Areas, Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

N. Chehata, K. Ghariani, A. Le_Bris, P. Lagacherie. Délimitation des parcelles agricoles par classification d'images Pléiades. Revue Française de Photogrammétrie et de Télédétection, vol. 209, pp. 165-171, 2015.  

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), Milan, Italie, Juillet 2015.  

C. Mallet, N. Chehata, G. Mercier. Editorial Theme Issue "Multitemporal remote sensing data analysis". ISPRS Journal of Photogrammetry and Remote Sensing vol. 107, pp.1-2.  

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.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Détection de bâtiments à partir d’une image satellitaire par combinaison d’approches ascendante et descendante. Reconnaissance de Formes et l'Intelligence Artificielle, Rouen, France, 30 juin-4 juillet 2014.  

N. Chehata, A. Le_Bris, S. Najjar. Contribution of band selection and fusion for hyperspectral classification. Proc. of the IEEE WHISPERS'14 , Lausanne, Switzerland, Juin 2014.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Use intermediate results of wrapper band selection methods : a first step toward the optimisation of spectral configuration for land cover classifications. Proc. of the IEEE WHISPERS'14, Lausanne, Suisse, Juin 2014.  

A. Ferraz, C. Mallet, N. Chehata. Large scale road network extraction in forested mountainous areas using airborne laser scanning data .. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, Juillet 2014.  

K. Ghariani, N. Chehata, A. Le_Bris, P. Lagacherie. Agricultural field delimitation using active learning and random forests margin . Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, Juillet 2014.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Identify important spectrum bands for classification using importances of wrapper selection applied to hyperspectral data. Proc. of the 2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM'14) - 2014 , Paris, France, Novembre 2014.  


Cléry

I. Cléry, M. Pierrot-Deseilligny, B. Vallet. Automatic georeferencing of a heritage of old analog aerial photographs. Photogrammetric Computer Vision - PCV 2014, Zurich, Switzerland, 5th - 7th September 2014.  


Cura

R. Cura, J. Perret, N. Paparoditis. A scalable and multi-purpose point cloud server (PCS) for easier and faster point cloud data management and processing. ISPRS Journal of Photogrammetry and Remote Sensing, Available online 12 July 2016.  

R. Cura, J. Perret, N. Paparoditis. Point Cloud Server (PCS) : Point clouds in-base management and processing. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W5, pp.531-539, 2015.  

R. Cura, J. Perret, N. Paparoditis. StreetGen: in-base procedural-based road generation. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W5, pp.409-416, 2015.  


Dechesne

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.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. How to combine LIDAR and very high resolution multispectral images for forest stand segmentation?. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Semantic segmentation of forest stands of pure specie as a global optimisation problem. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Segmentation sémantique de données de télédétection multimodale : application aux peuplements forestiers. ORASIS, Colleville-sur-Mer, France, Juin 2017.  

C. Dechesne, C. Mallet, A. Le Bris, V. Gouet-Brunet, A. Hervieu. Forest stand segmentation using airborne Lidar data and very high resolution multispectral imagery. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 207-214 , ISPRS Congress, Prague, Juillet 2016.  

M. Fauvel, C. Dechesne, A. Zullo, F. Ferraty. Fast forward feature selection of hyperspectral images for classification with gaussian mixture models. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8(6), pp. 2824-2831, 2015.  


Devaux

D. Vandergucht, N. Paparoditis, A. Devaux, M. Bénard, C. Mallet. zForest: un prototype de plateforme web de covisualisation Lidar, raster et vecteur à grande échelle. Revue Française de Photogrammétrie et de Télédétection, 211-212, pp. 129-142.  

A. Devaux, M. Brédif. Realtime Projective Multi-Texturing of Pointclouds and Meshes for a Realistic Street-View Web Navigation. ACM Web3D 2016, Anaheim , CA, USA, July 22-24, 2016.  

V. Picavet, M. Brédif, M. Konini, A. Devaux. iTowns, framework web pour la donnée géographique 3D. Revue XYZ, N°147, pp.49-52, 2eme trimestre 2016.  

Q. D. Nguyen, A. Devaux, M. Brédif, N. Paparoditis. A 3D Heterogeneous Interactive Web Mapping Application. Conférence VR 2015 IEEE Virtual Reality, Arles, France, 23-27 March 2015.  


Ferraz

A. Ferraz, C. Mallet, N. Chehata. Large-scale road detection in forested mountainous areas using airborne topographic lidar data. ISPRS Journal of Photogrammetry and Remote Sensing, 112, pp.23-36, February 2016.  

C. Mallet, A. Ferraz. Détection à haute résolution spatiale de la desserte forestière en milieu montagneux par lidar aéroporté. Forêt-entreprise, N°226, janvier 2016.  

A. Ferraz, C. Mallet, N. Chehata. Détection à haute résolution spatiale de la desserte forestière en milieux montagneux. Revue Française de Photogrammétrie et de Télédétection, 211-212, pp. 103-117.  

A. Ferraz, S. Saatchi, C. Mallet, V. Meyer. Lidar Detection of Individual Tree Size in Tropical Forests. Remote Sensing of Environment, 183, pp.318-333, 2016.  

A. Ferraz, S. Saatchi, C. Mallet, S. Jacquemoud, G. Rito-Gonçalves, C.A. Silva, P. Soares, M. Tomé, L. Pereira. Airborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory. Remote Sensing, 8(8), 653, 2016.  

A. Ferraz, C. Mallet, S. Jacquemoud, G. Rito-Gonçalves, P. Soares, M. Tomé, F. Bretar. Canopy density model, a new ALS-derived product to generate multi-layer canopy cover maps. IEEE Transactions on Geoscience and Remote Sensing, 53(12), pp.6776-6790.  

A. Ferraz, S. Saatchi, C. Mallet, V. Meyer. Tropical forest structure characterization using airborne lidar data: an individual tree level approach. AGU Fall Meeting, San Francisco, USA, December 2015.  

A. Ferraz, C. Mallet, S. Jacquemoud, G. Gonçalves, P. Soares, L. Pereira, M. Tomé. Estimation de la biomasse aérienne à partir de données lidar aéroportées. Revue Française de Photogrammétrie et de Télédétection 205: pp.59-68, 2014.  

A. Ferraz, C. Mallet, N. Chehata. Large scale road network extraction in forested mountainous areas using airborne laser scanning data .. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  

Y Qin, A. Ferraz, C. Mallet, C. Iovan. Individual tree segmentation over large area using airborne LIDAR point cloud and high resolution optical imagery. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  


Giordano

S. Giordano, A. Le_Bris, C. Mallet. Fully Automatic Analysis of Archival Aerial Images Current status and challenges. JURSE 2017, Dubai, UAE, March 2017.  

S. Giordano, G. Mercier, J.-P. Rudant. Assessment of the Relevance of Information Derived from the Unmixing of Polarimetric Radar Images. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

S. Giordano. Démélange d’images radar polarimétrique par séparation thématique de sources. Thèse de doctorat de l’Université Paris Est, Novembre 2015.  

S. Giordano, G. Mercier, J.-P. Rudant. Unmixing polarimetric radar images based on land cover type before target decomposition . Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  


Gressin

M. Paget, A. Gressin, C. Mallet. Multi-Temporal Optical VHR Image Fusion for Land-Cover Mapping. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

A. Gressin, C. Mallet, M. Paget, C. Barbanson, P.-L. Frison, J.-P. Rudant, N. Paparoditis, N. Vincent. Un-Sensored Very High Resolution Land-Cover Mapping. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

C. Barbanson, C. Mallet, A. Gressin, P.-L. Frison, J.-P. Rudant. Fusion of Lidar and SAR Data for Land-Cover Mapping in Natural Environments. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

A. Gressin, N. Vincent, C. Mallet, M. Paparoditis. Extension de l’étiquetage géographique des pixels d’une image par fouille de données. 14ème conférence Extraction et Gestion des Connaissances, Rennes, France, janvier 2014.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Détection de bâtiments à partir d’une image satellitaire par combinaison d’approches ascendante et descendante. Reconnaissance de Formes et l'Intelligence Artificielle, Rouen, France, 30 juin-4 juillet 2014.  

A. Gressin, C. Mallet, N. Vincent, N. Paparoditis. Updating the new French national land cover database. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, Juillet 2014.  

A. Gressin, N. Vincent, C. Mallet, N. Paparoditis. A unified framework for land-cover database update and enrichment using satellite imagery. Proc. of the IEEE International Conference on Image Processing (ICIP), Paris, France, October 2014.  

A. Gressin, C. Mallet, N. Paparoditis, N. Vincent. Mise à jour d'une base de données d'occupation du sol à partir d'une image satellite très haute résolution : application aux données Pléiades. Revue Française de Photogrammétrie et de Télédétection, n°208, 2014.  

A. Gressin. Détection de changement dans une base de données 2D d'occupation du sol à grande échelle en milieux naturels. Thèse de doctorat de l'Université Paris V - René Descartes, Décembre 2014.  


Guinard

S. Guinard, L. Landrieu. Weakly supervised segmentation-aided classification of urban scenes from 3D LiDAR point clouds. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-1/W1, 2017, pp.151-157, Hannover, Germany, 6–9 June 2017.  

S. Guinard, L. Landrieu, B. Vallet. Pré-segmentation pour la classification faiblement supervisée de scènes urbaines à partir de nuages de points 3D LIDAR. ORASIS 2017, Colleville-sur-Mer, France, 12-16 juin 2017.  


Hervieu

C. Dechesne, C. Mallet, A. Le Bris, V. Gouet-Brunet, A. Hervieu. Forest stand segmentation using airborne Lidar data and very high resolution multispectral imagery. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 207-214 , ISPRS Congress, Prague, Juillet 2016.  

A. Hervieu, A. Le Bris, C. Mallet. Fusion of hyperspectral and VHR multispectral image classifications in urban areas. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3(3), pp. 547-464, ISPRS Congress, Prague, Juillet 2016.  

A. Hervieu, B. Soheilian, M. Brédif. Road marking extraction using a Model&Data-driven RJ-MCMC. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W4, pp.47-54, PIA 2015, Munich, Germany, March 2015.  


Iovan

C. Iovan, P.-H. Cournède, T. Guyard, B. Bayol, D. Boldo, M. Cord. Model-Based Analysis-Synthesis for Realistic Tree Reconstruction and Growth Simulation. IEEE Transactions on Geoscience and Remote Sensing, 52(2), pp.1483-1450, February 2014.  

Y Qin, A. Ferraz, C. Mallet, C. Iovan. Individual tree segmentation over large area using airborne LIDAR point cloud and high resolution optical imagery. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  


Landrieu

L. Landrieu, C. Mallet, M. Weinmann. Comparison of belief propagation and graph-cut approaches for contextual classification of 3D LIDAR point cloud data. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

S. Guinard, L. Landrieu. Weakly supervised segmentation-aided classification of urban scenes from 3D LiDAR point clouds. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-1/W1, 2017, pp.151-157, Hannover, Germany, 6–9 June 2017.  

S. Guinard, L. Landrieu, B. Vallet. Pré-segmentation pour la classification faiblement supervisée de scènes urbaines à partir de nuages de points 3D LIDAR. ORASIS 2017, Colleville-sur-Mer, France, 12-16 juin 2017.  

L. Landrieu, H. Raguet, B. Vallet, C. Mallet, M. Weinmann. A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 132, pp.102-118, 2017.  


Le_Bris

S. Giordano, A. Le_Bris, C. Mallet. Fully Automatic Analysis of Archival Aerial Images Current status and challenges. JURSE 2017, Dubai, UAE, March 2017.  

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

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.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. How to combine LIDAR and very high resolution multispectral images for forest stand segmentation?. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Semantic segmentation of forest stands of pure specie as a global optimisation problem. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  

T. Postadjian, C. Mallet, A. Le_Bris, H. Sahbi. Investigating the potential of deep neural networks for large-scale classification of very high resolution satellite images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 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.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Segmentation sémantique de données de télédétection multimodale : application aux peuplements forestiers. ORASIS, Colleville-sur-Mer, France, Juin 2017.  

A. Le_Bris. Contribution de l'imagerie hyperspectrale à l'analyse des milieux urbains. Journées de la Recherche de l'IGN, Marne-la-Vallée, France, Mars 2016.  

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, ISPRS Congress, Prague, Juillet 2016.  

X. Briottet, N. Chehata, R. Oltra-Carrio, A. Le_Bris, C. Weber. Télédétection optique en milieux urbains (Chapitre 1). In : Télédétection pour l'Observation des Surfaces Continentales en zones urbaines et côtières, Baghdadi N., Zribi M. (Eds), ISTE, Elsevier, 2016.  

X. Briottet, N. Chehata, R. Oltra-Carrio, A. Le_Bris, C. Weber. Optical Remote Sensing in Urban Environments (Chapter 1). Land Surface Remote Sensing in Urban and Coastal Areas, Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

N. Chehata, K. Ghariani, A. Le_Bris, P. Lagacherie. Délimitation des parcelles agricoles par classification d'images Pléiades. Revue Française de Photogrammétrie et de Télédétection, vol. 209, pp. 165-171, 2015.  

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), Milan, Italie, Juillet 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.  

A. Le_Bris. Optimisation de la configuration d’un instrument superspectral aéroporté pour la classification : application au milieu urbain. Thèse de doctorat de l’Université Paris Est, Décembre 2015.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Détection de bâtiments à partir d’une image satellitaire par combinaison d’approches ascendante et descendante. Reconnaissance de Formes et l'Intelligence Artificielle, Rouen, France, 30 juin-4 juillet 2014.  

N. Chehata, A. Le_Bris, S. Najjar. Contribution of band selection and fusion for hyperspectral classification. Proc. of the IEEE WHISPERS'14 , Lausanne, Switzerland, Juin 2014.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Use intermediate results of wrapper band selection methods : a first step toward the optimisation of spectral configuration for land cover classifications. Proc. of the IEEE WHISPERS'14, Lausanne, Suisse, Juin 2014.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, Juillet 2014.  

K. Ghariani, N. Chehata, A. Le_Bris, P. Lagacherie. Agricultural field delimitation using active learning and random forests margin . Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, Juillet 2014.  

A. Le_Bris, N. Chehata, X. Briottet, N. Paparoditis. Identify important spectrum bands for classification using importances of wrapper selection applied to hyperspectral data. Proc. of the 2014 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM'14) - 2014 , Paris, France, Novembre 2014.  


Mallet

S. Giordano, A. Le_Bris, C. Mallet. Fully Automatic Analysis of Archival Aerial Images Current status and challenges. JURSE 2017, Dubai, UAE, March 2017.  

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.  

M. Weinmann, M. Weinmann, C. Mallet, M. Brédif. A classification-segmentation framework for the detection of individual trees in dense MMS point cloud data acquired in urban areas. Remote Sensing, vol. 9(3), 277, 2017.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. How to combine LIDAR and very high resolution multispectral images for forest stand segmentation?. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

L. Landrieu, C. Mallet, M. Weinmann. Comparison of belief propagation and graph-cut approaches for contextual classification of 3D LIDAR point cloud data. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Semantic segmentation of forest stands of pure specie as a global optimisation problem. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  

M. Weinmann, B. Jutzi, C. Mallet, M. Weinmann. Geometric features and their relevance for 3D point cloud classification. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  

T. Postadjian, C. Mallet, A. Le_Bris, H. Sahbi. Investigating the potential of deep neural networks for large-scale classification of very high resolution satellite images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 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.  

C. Dechesne, C. Mallet, A. Le_Bris, V. Gouet-Brunet. Segmentation sémantique de données de télédétection multimodale : application aux peuplements forestiers. ORASIS, Colleville-sur-Mer, France, Juin 2017.  

M. Weinmann, C. Mallet, B. Jutzi. Involving different neighborhood types for the analysis of low-level geometric 2D and 3D features and their relevance for point cloud classification. Publikationen der Deutschen Gesellschaft für Photogrammetrie, Fernerkundung und Geoinformation (37. Wissenschaftlich-Technische Jahrestagung der DGPF), n°26, Würzburg (Germany), March 2017.  

L. Landrieu, H. Raguet, B. Vallet, C. Mallet, M. Weinmann. A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 132, pp.102-118, 2017.  

A. Ferraz, C. Mallet, N. Chehata. Large-scale road detection in forested mountainous areas using airborne topographic lidar data. ISPRS Journal of Photogrammetry and Remote Sensing, 112, pp.23-36, February 2016.  

C. Mallet, A. Ferraz. Détection à haute résolution spatiale de la desserte forestière en milieu montagneux par lidar aéroporté. Forêt-entreprise, N°226, janvier 2016.  

A. Ferraz, C. Mallet, N. Chehata. Détection à haute résolution spatiale de la desserte forestière en milieux montagneux. Revue Française de Photogrammétrie et de Télédétection, 211-212, pp. 103-117.  

D. Vandergucht, N. Paparoditis, A. Devaux, M. Bénard, C. Mallet. zForest: un prototype de plateforme web de covisualisation Lidar, raster et vecteur à grande échelle. Revue Française de Photogrammétrie et de Télédétection, 211-212, pp. 129-142.  

C. Dechesne, C. Mallet, A. Le Bris, V. Gouet-Brunet, A. Hervieu. Forest stand segmentation using airborne Lidar data and very high resolution multispectral imagery. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 207-214 , ISPRS Congress, Prague, Juillet 2016.  

A. Hervieu, A. Le Bris, C. Mallet. Fusion of hyperspectral and VHR multispectral image classifications in urban areas. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3(3), pp. 547-464, ISPRS Congress, Prague, Juillet 2016.  

A. Ferraz, S. Saatchi, C. Mallet, V. Meyer. Lidar Detection of Individual Tree Size in Tropical Forests. Remote Sensing of Environment, 183, pp.318-333, 2016.  

M. Weinmann, C. Mallet, M. Brédif. Segmentation and Localization of Individual Trees from MMS Point Cloud Data Acquired in Urban Areas. in Publikationen der DGPF, Bern, 2016.  

A. Ferraz, S. Saatchi, C. Mallet, S. Jacquemoud, G. Rito-Gonçalves, C.A. Silva, P. Soares, M. Tomé, L. Pereira. Airborne Lidar Estimation of Aboveground Forest Biomass in the Absence of Field Inventory. Remote Sensing, 8(8), 653, 2016.  

D. Tuia, J.D. Wegner, C. Mallet, M.Y. Yang. Foreword to the special Issue on "GeoVision: Computer Vision for Geospatial Applications". IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(7), pp.2840-2843, 2016.  

C. Mallet, N. Chehata, J.S. Bailly. Méthodes de traitements de données lidar (chapitre 6). In : Télédétection pour l'Observation des Surfaces Continentales. Baghdadi N., Zribi M. (Eds), Editions ISTE, Elsevier, 2016.  

C. Mallet, N. Chehata, J.S. Bailly. Airborne lidar data processing (Chapter 6). In: Optical Remote Sensing of Land Surface Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

C. Mallet, N. David. Modèles Numériques de Terrain à partir de données lidar aéroportées (Chapitre 7). In : Télédétection pour l'Observation des Surfaces Continentales, Baghdadi N., Zribi M. (Eds), Editions ISTE, Elsevier, 2016.  

C. Mallet, N. David. Digital Terrain Models derived from airborne lidar data (Chapter 7). Optical Remote Sensing of Land Surface, Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

B. Vallet, C. Mallet. Analyses de scènes avec un véhicule de cartographie mobile (Chapitre 2). In : Télédétection pour l'Observation des Surfaces Continentales en zones urbaines et côtières, Baghdadi N., Zribi M. (Eds), ISTE, Elsevier, 2016.  

B. Vallet, C. Mallet. Urban mapping with the mobile mapping technology (Chapter 2). Land Surface Remote Sensing in Urban and Coastal Areas, Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

M. Weinmann, C. Mallet, M. Brédif. Detection, Segmentation and Localization of Individual Trees from MMS Point Cloud Data. GEOBIA 2016, Best Paper Award, Enschede, The Netherlands, 14-16 September 2016.  

C. Mallet. Towards operational very high resolution land-cover mapping. Univ. Paris Est, IGN-ENSG, LaSTIG-MATIS, Saint-Mandé , 5 décembre 2016.  

C. Weber, S. Gadal, X. Briottet, C. Mallet. Apport de l’imagerie hyperspectrale pour la planification urbaine.. SAGEO'16, Nice, France, December 2016.  

M. Weinmann, A. Schmidt, C. Mallet, S. Hinz, F. Rottensteiner, B. Jutzi. Contextual classification of point cloud data by exploiting individual 3D neighborhoods. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PIA'15, Munich, Germany, 2015.  

M. Weinmann, S. Urban, S. Hinz, B. Jutzi, C. Mallet. Distinctive 2D and 3D Features for Automated Large-Scale Scene Analysis in Urban Areas. Computer & Graphics 49, pp.47–57, 2015.  

M. Weinmann, B. Jutzi, S. Hinz, C. Mallet. Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers. ISPRS Journal of Photogrammetry and Remote Sensing 105, pp. 286-304, 2015.  

M. Weinmann, C. Mallet, B. Jutzi, S. Hinz. Efficient interpretation of 3D point clouds by assessing feature relevance. Allgemeine Vermessungs-Nachrichten (AVN), 10/2015, pp.308-315, 2015.  

M. Paget, A. Gressin, C. Mallet. Multi-Temporal Optical VHR Image Fusion for Land-Cover Mapping. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

A. Gressin, C. Mallet, M. Paget, C. Barbanson, P.-L. Frison, J.-P. Rudant, N. Paparoditis, N. Vincent. Un-Sensored Very High Resolution Land-Cover Mapping. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

C. Barbanson, C. Mallet, A. Gressin, P.-L. Frison, J.-P. Rudant. Fusion of Lidar and SAR Data for Land-Cover Mapping in Natural Environments. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

C. Mallet. Publier une contribution scientifique dans la Revue Française de Photogrammétrie et de Télédétection. Revue Française de Photogrammétrie et de Télédétection 210:1-4.  

A. Ferraz, C. Mallet, S. Jacquemoud, G. Rito-Gonçalves, P. Soares, M. Tomé, F. Bretar. Canopy density model, a new ALS-derived product to generate multi-layer canopy cover maps. IEEE Transactions on Geoscience and Remote Sensing, 53(12), pp.6776-6790.  

C. Mallet, N. Chehata, G. Mercier. Editorial Theme Issue "Multitemporal remote sensing data analysis". ISPRS Journal of Photogrammetry and Remote Sensing vol. 107, pp.1-2.  

C. Mallet, N. Paparoditis, I. Dowman, S. Oude Elberink, A.-M. Raimond, F. Rottensteiner, M. Yang, S. Christophe, A. Çöltekin, M. Brédif. Proc. of the ISPRS Geospatial Week 2015. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. II-3/W5, La Grande Motte, France, 28 September-2 October 2015.  

C. Mallet, N. Paparoditis, I. Dowman, S. Oude Elberink, A.-M. Raimond, G. Sithole, G. Rabatel, F. Rottensteiner, X. Briottet, S. Christophe, A. Çöltekin, G. Patanè. Proc. of the ISPRS Geospatial Week 2015. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XL-3/W3, La Grande Motte, France, 28 September-2 October 2015.  

A. Ferraz, S. Saatchi, C. Mallet, V. Meyer. Tropical forest structure characterization using airborne lidar data: an individual tree level approach. AGU Fall Meeting, San Francisco, USA, December 2015.  

A. Gressin, N. Vincent, C. Mallet, M. Paparoditis. Extension de l’étiquetage géographique des pixels d’une image par fouille de données. 14ème conférence Extraction et Gestion des Connaissances, Rennes, France, janvier 2014.  

A. Ferraz, C. Mallet, S. Jacquemoud, G. Gonçalves, P. Soares, L. Pereira, M. Tomé. Estimation de la biomasse aérienne à partir de données lidar aéroportées. Revue Française de Photogrammétrie et de Télédétection 205: pp.59-68, 2014.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Détection de bâtiments à partir d’une image satellitaire par combinaison d’approches ascendante et descendante. Reconnaissance de Formes et l'Intelligence Artificielle, Rouen, France, 30 juin-4 juillet 2014.  

A. Gressin, C. Mallet, N. Vincent, N. Paparoditis. Updating the new French national land cover database. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  

A. Ferraz, C. Mallet, N. Chehata. Large scale road network extraction in forested mountainous areas using airborne laser scanning data .. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  

M. M. Sidi Youssef, C. Mallet, N. Chehata, A. Le_Bris, A. Gressin. Combining top-down and bottom-up approaches for building detection in a single very high resolution satellite image. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, Juillet 2014.  

Y Qin, A. Ferraz, C. Mallet, C. Iovan. Individual tree segmentation over large area using airborne LIDAR point cloud and high resolution optical imagery. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  

A. Gressin, N. Vincent, C. Mallet, N. Paparoditis. A unified framework for land-cover database update and enrichment using satellite imagery. Proc. of the IEEE International Conference on Image Processing (ICIP), Paris, France, October 2014.  

M. Weinmann, B. Jutzi, C. Mallet. Describing Paris: Automated 3D Scene Analysis via Distinctive Low-Level Geometric Features. IQmulus Workshop on Processing Large Geospatial Data, in conjunction with SGP’14, Cardiff, UK, July 2014.  

M. Weinmann, B. Jutzi, C. Mallet. 3D Scene Analysis Based on Optimal Neighborhoods and Relevant Features. International Computer Vision Summer School, Catania, Sicily, July 2014.  

M. Weinmann, B. Jutzi, C. Mallet. Semantic 3D scene interpretation: a framework combining optimal neighborhood size selection with relevant features. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume II-3, Zürich, Switzerland, September 2014.  

E. Domenech, C. Mallet. Change Detection in High-Resolution Land Use/Land Cover Geodatabases (at Object Level). EuroSDR Official Publication n°64, pp.9-63, April 2014.  

J.-P. Burochin, B. Vallet, M. Brédif, C. Mallet, T. Brosset, N. Paparoditis. Detecting blind building façades from highly overlapping wide angle aerial imagery. ISPRS Journal of Photogrammetry and Remote Sensing, Volume 96, pp.193–209, October 2014.  

A. Gressin, C. Mallet, N. Paparoditis, N. Vincent. Mise à jour d'une base de données d'occupation du sol à partir d'une image satellite très haute résolution : application aux données Pléiades. Revue Française de Photogrammétrie et de Télédétection, n°208, 2014.  


Mezian

M. Mezian, B. Vallet, B. Soheilian, N. Paparoditis. Uncertainty propagation for terrestrial mobile laser scanner. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 331-335, ISPRS Congress, Prague, Juillet 2016.  


Monnier

F. Monnier. Recalage automatique de nuages de points laser terrestres sur un modèle 3D de ville. Thèse de doctorat de l'Université Paris EST, Décembre 2014.  


Nguyen

Q.-D. Nguyen, M. Brédif, D. Richard, N. Paparoditis. Progressive streaming and massive rendering of 3D city models on web-based virtual globe. 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016), San Francisco Bay Area, California, USA, November 2016.  

Q. D. Nguyen, A. Devaux, M. Brédif, N. Paparoditis. A 3D Heterogeneous Interactive Web Mapping Application. Conférence VR 2015 IEEE Virtual Reality, Arles, France, 23-27 March 2015.  


Ouerghemmi

W. Ouerghemmi, S. Gadal, G. Mozgeris, D. Jonikavicius, C. Weber. Urban objects classification by spectral library: feasibility and applications. Joint Urban Remote Sensing Event (JURSE), Dubai, UAE, March 6-8, 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.  


Piasco

N. Piasco, D. Sidibé, C. Demonceaux, V. Gouet-Brunet. A Survey on Visual-Based Localization: On the Benefit of Heterogeneous Data. Pattern Recognition, Volume 74, February 2018, pp.90-109.  

N. Piasco, D. Sidibé, V. Gouet-Brunet, C. Demonceaux. Localisation Basée Vision : de l’hétérogénéité des approches et des données. ORASIS - Journées francophones des jeunes chercheurs en vision par ordinateur, Colleville-sur-Mer, France, Juin 2017.  


Postadjian

T. Postadjian, C. Mallet, A. Le_Bris, H. Sahbi. Investigating the potential of deep neural networks for large-scale classification of very high resolution satellite images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  


Qin

Y Qin, A. Ferraz, C. Mallet, C. Iovan. Individual tree segmentation over large area using airborne LIDAR point cloud and high resolution optical imagery. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  


Qu

X. Qu, B. Soheilian, N. Paparoditis. Landmark based localization in urban environment. In ISPRS Journal of Photogrammetry and Remote Sensing, 2017, ISSN 0924-2716.  

B. Soheilian, X. Qu, M. Brédif. Landmark based localization : LBA refinement using MCMC-optimized projections of RJMCMC-extracted road marks. IEEE Intelligent Vehicles Symposium (IV2016), Gothenburg, Sweden, 19-22 June 2016.  

X. Qu, B. Soheilian, E. Habets, N. Paparoditis. Evaluation of SIFT and SURF for vision based localization. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 685-692, ISPRS Congress, Prague, 2016.  

B. Soheilian, X. Qu, M. Brédif. Localisationa base d’amers visuels: Cartographie et mise en correspondance de marquages au sol et intégration dans LBA. in Actes de la journée Transports Intelligents. Congrès francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA), Clermont Ferrand, France, June 2016.  

X. Qu, B. Soheilian, N. Paparoditis. Vehicle localization using mono-camera and geo-referenced traffic signs. IEEE Intelligent Vehicles Symposium, IV2015, pp.605-610, Seoul, South Korea, 28 June - 1st July 2015.  


Rudant

J.-P. Rudant, L. Boudinaud, S. Hosford, E. Monjoux, F. Sarti. La Télédétection en 2016 : Quelle stratégie face aux nouvelles données libres d’acces (images spatiales et ressources pédagogiques) ? . Colloque International de Ngaoundére, Cameroun Decembre 2015, à paraitre 2017, revue RIGAGER.  

B.M. Kalambay, J.-P. Rudant, R. Lumbuenamo. Evaluation par ipmagerie satellitaire de la dynamique spatiale du parc marin des mangroves de la république Démocratique du Congo entre 2006 et 2015. Afrique Science, vol. 12, n°5, pp. 316-325, ISSN 1813-548, 2016.  

B.M. Kalambay, J.-P. Rudant, R. Lumbuenamo, M. Beland, B. Riera. Spatial dynamic of the hunting area and Bombo Lumene reserve between 2000 and 2015 by optical satellite imagery. International Journal of Innovation and Applied Studies, vol. 18, n°2, pp. 559-568., 2016.  

C. Cazals, S. Rapinel, P.-L. Frison, A. Bonis, J.-P. Rudant. Hydro-ecological Monitoring of Coastal Marsh using High Temporal Resolution Sentinel-1 Time Serie. Living Planet Symposium 2016, Pragues.  

S. Giordano, G. Mercier, J.-P. Rudant. Assessment of the Relevance of Information Derived from the Unmixing of Polarimetric Radar Images. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

C. Barbanson, C. Mallet, A. Gressin, P.-L. Frison, J.-P. Rudant. Fusion of Lidar and SAR Data for Land-Cover Mapping in Natural Environments. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milano, Italy, July 2015.  

I. Amri, M. Chedli Rabia, J.-P. Rudant. Compilation de données radar et optique pour la cartographie des classes d‘occupation du solaux environs du système lacustre de Bizerte (Tunisie du Nord). Photo-interprétation European Journal of Applied Remore Sensing, vol. 51, n° 2015/2, pp. 2-15, 2015.  

S. Giordano, G. Mercier, J.-P. Rudant. Unmixing polarimetric radar images based on land cover type before target decomposition . Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Québec City, Canada, July 2014.  


Sedze

M. Sedze, E. Heggy, F. Bretar, D. Berveiller, S. Jacquemoud. Quantification of L-band InSAR coherence over volcanic areas using LiDAR and in situ measurements. Remote Sensing of Environement, vol.152, pp.202–216, September 2014.  


Soheilian

N. Bhowmik, L. Weng, V. Gouet-Brunet, B. Soheilian. Cross-domain Image Localization by Adaptive Feature Fusion. Joint Urban Remote Sensing Event (JURSE), Dubai, UAE, March 6-8, 2017.  

Y. Hong, C. Bonhomme, B. Soheilian, G. Chebbo. Effects of Using Different Sources of Remote Sensing and Geographic Information System Data on Urban Stormwater 2D–1D Modeling. Applied Sciences 2017 (9), 904.  

X. Qu, B. Soheilian, N. Paparoditis. Landmark based localization in urban environment. In ISPRS Journal of Photogrammetry and Remote Sensing, 2017, ISSN 0924-2716.  

M. Miled, B. Soheilian, B. Vallet. Calibration hybride image/laser d'un véhicule de cartographie mobile. Journées de la Recherche de l'IGN, Marne-la-Vallée, France, mars 2016.  

B. Soheilian, X. Qu, M. Brédif. Landmark based localization : LBA refinement using MCMC-optimized projections of RJMCMC-extracted road marks. IEEE Intelligent Vehicles Symposium (IV2016), Gothenburg, Sweden, 19-22 June 2016.  

M. Miled, B. Soheilian, E. Habets, B. Vallet. Hybrid online mobile laser scanner calibration through image alignment by mutual information. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3 (1), pp. 25-31, ISPRS Congress, Prague, Czech Republic, 12-19 July 2016.  

M. Mezian, B. Vallet, B. Soheilian, N. Paparoditis. Uncertainty propagation for terrestrial mobile laser scanner. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 331-335, ISPRS Congress, Prague, Juillet 2016.  

X. Qu, B. Soheilian, E. Habets, N. Paparoditis. Evaluation of SIFT and SURF for vision based localization. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 685-692, ISPRS Congress, Prague, 2016.  

B. Soheilian, X. Qu, M. Brédif. Localisationa base d’amers visuels: Cartographie et mise en correspondance de marquages au sol et intégration dans LBA. in Actes de la journée Transports Intelligents. Congrès francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA), Clermont Ferrand, France, June 2016.  

P. Vasseur, B. Vallet, V. Gouet-Brunet, B. Soheilian, C. Demonceaux, P. Rives. Quelle carte numérique pour le véhicule autonome ?. Revue TEC, n°231, novembre 2016.  

A. Hervieu, B. Soheilian, M. Brédif. Road marking extraction using a Model&Data-driven RJ-MCMC. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W4, pp.47-54, PIA 2015, Munich, Germany, March 2015.  

X. Qu, B. Soheilian, N. Paparoditis. Vehicle localization using mono-camera and geo-referenced traffic signs. IEEE Intelligent Vehicles Symposium, IV2015, pp.605-610, Seoul, South Korea, 28 June - 1st July 2015.  

L. Wei, B. Soheilian, V. Gouet-Brunet. Augmenting vehicle localization accuracy with cameras and 3D road infrastructure database. Volume 8925 of the series Lecture Notes in Computer Science pp.194-208, 2015.  

B. Soheilian, M. Brédif. Multi-view 3D circular target reconstruction with uncertainty analysis. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PCV 2014, vol. II–3, pp.143-148, Zurich, Switzerland, 5th - 7th September 2014.  

B. Vallet, B. Soheilian, M. Brédif. Combinatorial clustering and its application to 3D polygonal traffic sign reconstruction from multiple images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PCV 2014, vol. II–3, pp.165-172, Zurich, Switzerland, 5th - 7th September 2014.  

L. Wei, B. Soheilian, V. Gouet-Brunet. Augmenting vehicle localization accuracy with cameras and 3D road infrastructure database. ECCV workshop on Computer Vision in Vehicle Technology 2014, Zurich, Switzerland, September 6-12, 2014.  


Vallet

S. Guinard, L. Landrieu, B. Vallet. Pré-segmentation pour la classification faiblement supervisée de scènes urbaines à partir de nuages de points 3D LIDAR. ORASIS 2017, Colleville-sur-Mer, France, 12-16 juin 2017.  

L. Landrieu, H. Raguet, B. Vallet, C. Mallet, M. Weinmann. A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 132, pp.102-118, 2017.  

W. Xiao, B. Vallet, K. Schindler, N. Paparoditis. Street-side vehicle detection, classification and change detection using mobile laser scanning data. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 114, pp. 166-178, 2016.  

M. Miled, B. Soheilian, B. Vallet. Calibration hybride image/laser d'un véhicule de cartographie mobile. Journées de la Recherche de l'IGN, Marne-la-Vallée, France, mars 2016.  

B. Vallet. Cartographie mobile : enjeux et applications. Colloque SFPT "Photogrammétrie Numérique et Perception 3D : les nouvelles conquêtes", Marne-la-Vallée, France, mars 2016.  

M. Miled, B. Soheilian, E. Habets, B. Vallet. Hybrid online mobile laser scanner calibration through image alignment by mutual information. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3 (1), pp. 25-31, ISPRS Congress, Prague, Czech Republic, 12-19 July 2016.  

M. Mezian, B. Vallet, B. Soheilian, N. Paparoditis. Uncertainty propagation for terrestrial mobile laser scanner. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 41 (B3), pp 331-335, ISPRS Congress, Prague, Juillet 2016.  

W. Xiao, B. Vallet, K. Schindler, N. Paparoditis. Simultaneous detection and tracking of pedestrian from panoramic laser scanning data. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3 (3), pp 295--302, ISPRS Congress, Prague, July 2016.  

J. Stoter, B. Vallet, T. Lithen, M. Pla, P. Wozniak, T. Kellenberger, A. Streilein, R. Ilves, H. Ledoux . . nternational Archives of Photogrammetry, Remote Sensing and Spatial Information ISciences, vol. 41 (B4), pp 653-660, ISPRS Congress, Prague, 2016.  

B. Vallet, C. Mallet. Analyses de scènes avec un véhicule de cartographie mobile (Chapitre 2). In : Télédétection pour l'Observation des Surfaces Continentales en zones urbaines et côtières, Baghdadi N., Zribi M. (Eds), ISTE, Elsevier, 2016.  

B. Vallet, C. Mallet. Urban mapping with the mobile mapping technology (Chapter 2). Land Surface Remote Sensing in Urban and Coastal Areas, Baghdadi N., Zribi M. (Eds), Elsevier, 2016.  

L. Caraffa, M. Brédif, B. Vallet. 3D watertight mesh generation with uncertainties from ubiquitous data. ACCV 2016, Taipei, Taiwan, November 2016.  

B. Vallet. Analyse et reconstruction de scènes urbaines. Univ. Paris Est, IGN-ENSG, LaSTIG-MATIS, Saint-Mandé , 5 décembre 2016.  

P. Vasseur, B. Vallet, V. Gouet-Brunet, B. Soheilian, C. Demonceaux, P. Rives. Quelle carte numérique pour le véhicule autonome ?. Revue TEC, n°231, novembre 2016.  

B. Vallet, W. Xiao, M. Brédif. Extracting mobile objects in images using a Velodyne Lidar point cloud. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W4, pp.247-253, PIA 2015, Munich, Germany, March 2015.  

B. Vallet, M. Brédif, A. Serna, B. Marcotegui, N. Paparoditis. TerraMobilita/iQmulus Urban Point Cloud Analysis Benchmark. Computers & Graphics 49, pp.126-133, February 27, 2015.  

W. Xiao, B. Vallet, M. Brédif, N. Paparoditis. Street environment change detection from mobile laser scanning point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 38, pp. 38-49, 2015.  

B. Vallet, J.-P. Papelard. Road Orthophoto/DTM generation from mobile laser scanning. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences II-3/W5, pp.377-384, CMRT15, La Grande Motte, France, October 2015.  

M. Brédif, B. Vallet, B. Ferrand. Distributed dimensonality-based rendering of lidar point clouds. International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences (GeoBigData), Volume : XL-3/W5.  

L. Caraffa, M. Brédif, B. Vallet. 3D octree based watertight mesh generation from ubiquitous data. International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences (GeoBigData), Volume : XL-3/W5.  

I. Cléry, M. Pierrot-Deseilligny, B. Vallet. Automatic georeferencing of a heritage of old analog aerial photographs. Photogrammetric Computer Vision - PCV 2014, Zurich, Switzerland, 5th - 7th September 2014.  

B. Vallet, B. Soheilian, M. Brédif. Combinatorial clustering and its application to 3D polygonal traffic sign reconstruction from multiple images. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PCV 2014, vol. II–3, pp.165-172, Zurich, Switzerland, 5th - 7th September 2014.  

J.-P. Burochin, B. Vallet, M. Brédif, C. Mallet, T. Brosset, N. Paparoditis. Detecting blind building façades from highly overlapping wide angle aerial imagery. ISPRS Journal of Photogrammetry and Remote Sensing, Volume 96, pp.193–209, October 2014.  


Vandergucht

D. Vandergucht, N. Paparoditis, A. Devaux, M. Bénard, C. Mallet. zForest: un prototype de plateforme web de covisualisation Lidar, raster et vecteur à grande échelle. Revue Française de Photogrammétrie et de Télédétection, 211-212, pp. 129-142.  


Wei

N. Bhowmik, V. Gouet-Brunet, L. Wei, G. Bloch. Adaptive and optimal combination of local features for image retrieval. International Conference on Multimedia Modeling (MMM), Reykjavik, Iceland, January 4-6, 2017.  

L. Wei, B. Soheilian, V. Gouet-Brunet. Augmenting vehicle localization accuracy with cameras and 3D road infrastructure database. Volume 8925 of the series Lecture Notes in Computer Science pp.194-208, 2015.  

L. Wei, B. Soheilian, V. Gouet-Brunet. Augmenting vehicle localization accuracy with cameras and 3D road infrastructure database. ECCV workshop on Computer Vision in Vehicle Technology 2014, Zurich, Switzerland, September 6-12, 2014.  


Weinmann

M. Weinmann, M. Weinmann, C. Mallet, M. Brédif. A classification-segmentation framework for the detection of individual trees in dense MMS point cloud data acquired in urban areas. Remote Sensing, vol. 9(3), 277, 2017.  

L. Landrieu, C. Mallet, M. Weinmann. Comparison of belief propagation and graph-cut approaches for contextual classification of 3D LIDAR point cloud data. Proc. of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Fort Worth, USA, July 2017.  

M. Weinmann, B. Jutzi, C. Mallet, M. Weinmann. Geometric features and their relevance for 3D point cloud classification. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017.  

M. Weinmann, C. Mallet, B. Jutzi. Involving different neighborhood types for the analysis of low-level geometric 2D and 3D features and their relevance for point cloud classification. Publikationen der Deutschen Gesellschaft für Photogrammetrie, Fernerkundung und Geoinformation (37. Wissenschaftlich-Technische Jahrestagung der DGPF), n°26, Würzburg (Germany), March 2017.  

L. Landrieu, H. Raguet, B. Vallet, C. Mallet, M. Weinmann. A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 132, pp.102-118, 2017.  

M. Weinmann, C. Mallet, M. Brédif. Segmentation and Localization of Individual Trees from MMS Point Cloud Data Acquired in Urban Areas. in Publikationen der DGPF, Bern, 2016.  

M. Weinmann, C. Mallet, M. Brédif. Detection, Segmentation and Localization of Individual Trees from MMS Point Cloud Data. GEOBIA 2016, Best Paper Award, Enschede, The Netherlands, 14-16 September 2016.  

M. Weinmann, A. Schmidt, C. Mallet, S. Hinz, F. Rottensteiner, B. Jutzi. Contextual classification of point cloud data by exploiting individual 3D neighborhoods. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, PIA'15, Munich, Germany, 2015.  

M. Weinmann, S. Urban, S. Hinz, B. Jutzi, C. Mallet. Distinctive 2D and 3D Features for Automated Large-Scale Scene Analysis in Urban Areas. Computer & Graphics 49, pp.47–57, 2015.  

M. Weinmann, B. Jutzi, S. Hinz, C. Mallet. Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers. ISPRS Journal of Photogrammetry and Remote Sensing 105, pp. 286-304, 2015.  

M. Weinmann, C. Mallet, B. Jutzi, S. Hinz. Efficient interpretation of 3D point clouds by assessing feature relevance. Allgemeine Vermessungs-Nachrichten (AVN), 10/2015, pp.308-315, 2015.  

M. Weinmann, B. Jutzi, C. Mallet. Describing Paris: Automated 3D Scene Analysis via Distinctive Low-Level Geometric Features. IQmulus Workshop on Processing Large Geospatial Data, in conjunction with SGP’14, Cardiff, UK, July 2014.  

M. Weinmann, B. Jutzi, C. Mallet. 3D Scene Analysis Based on Optimal Neighborhoods and Relevant Features. International Computer Vision Summer School, Catania, Sicily, July 2014.  

M. Weinmann, B. Jutzi, C. Mallet. Semantic 3D scene interpretation: a framework combining optimal neighborhood size selection with relevant features. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume II-3, Zürich, Switzerland, September 2014.  


Xiao

W. Xiao, B. Vallet, K. Schindler, N. Paparoditis. Street-side vehicle detection, classification and change detection using mobile laser scanning data. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 114, pp. 166-178, 2016.  

W. Xiao, B. Vallet, K. Schindler, N. Paparoditis. Simultaneous detection and tracking of pedestrian from panoramic laser scanning data. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 3 (3), pp 295--302, ISPRS Congress, Prague, July 2016.  

B. Vallet, W. Xiao, M. Brédif. Extracting mobile objects in images using a Velodyne Lidar point cloud. ISPRS Annals of Photogrammetry Remote Sensing and Spatial Information Sciences, II-3/W4, pp.247-253, PIA 2015, Munich, Germany, March 2015.  

W. Xiao, B. Vallet, M. Brédif, N. Paparoditis. Street environment change detection from mobile laser scanning point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, vol. 38, pp. 38-49, 2015.  

W. Xiao. Change detection from mobile laser scanning point clouds. Thèse de doctorat de l’Université Paris EST, Novembre 2015.  

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