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Number of items: 43.

Kellenberger, Benjamin; Volpi, Michele; Tuia, Devis (2017). Learning class- and location-specific priors for urban semantic labeling with CNNs. In: 2017 Joint Urban Remote Sensing Event (JURSE), Dubai (UAE), 6 March 2017 - 8 March 2017.

Volpi, Michele; Tuia, Devis (2017). Dense semantic labeling of subdecimeter resolution images with convolutional neural networks. IEEE Transactions on Geoscience and Remote Sensing, 55(2):881-893.

Rey, Nicolas; Volpi, Michele; Joost, Stéphane; Tuia, Devis (2017). Detecting animals in African Savanna with UAVs and the crowds. Remote Sensing of Environment, 200:341-351.

Courty, Nicolas; Flamary, Rémi; Tuia, Devis; Rakotomamonjy, Alain (2017). Optimal transport for domain adaptation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(9):1853-1865.

Marcos, Diego; Volpi, Michele; Tuia, Devis (2016). Learning rotation invariant convolutional filters for texture classification. In: 23rd International Conference on Pattern Recognition, Cancún (México), 4 December 2016 - 8 December 2016, 1-6.

Tuia, Devis; Volpi, Michele; Moser, Gabriele (2016). Getting pixels and regions to agree with conditional random fields. In: 2016 IEEE International Geoscience & Remote Sensing Symposium, Beijing (China), 10 July 2016 - 15 July 2016, 3290-3293.

Courty, Nicolas; Flamary, Rémi; Tuia, Devis; Corpetti, Thomas (2016). Optimal transport for data fusion in remote sensing. In: IGARSS 2016 (IEEE International Geoscience and Remote Sensing Symposium), Beijing, 10 July 2016 - 15 July 2016, 3571-3574.

Volpi, Michele; Tuia, Devis (2016). Semantic labeling of aerial images by learning class-specific object proposals. In: IEEE International Geoscience & Remote Sensing Symposium IGARSS, Beijing (China), 10 July 2016 - 15 July 2016, 1556-1559.

Marcos, Diego; Volpi, Michele; Tuia, Devis (2016). Solving structured segmentation of aerial images as puzzles. In: IEEE International Geoscience & Remote Sensing Symposium IGARSS, Beijing (China), 10 July 2016 - 15 July 2016, 3346-3349.

Marcos-Gonzalez, Diego; Hamid, Raffay; Tuia, Devis (2016). Geospatial correspondences for multimodal registration. In: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, 26 June 2016 - 1 July 2016, 5091-5100.

Stamenkovic, Jelena; Notarnicola, Claudia; Tuia, Devis; Greifeneder, Felix; Thiran, Jean-Philippe (2016). Soil moisture retrieval in Alpine areas with synergy of optical, SAR and terrain data. In: Living Planet Symposium 2016, Prague, 9 May 2016 - 13 May 2016, online.

Tuia, Devis; Moser, Gabriele; Le Saux, Bertrand (2016). 2016 IEEE GRSS data fusion contest: very high temporal resolution from space technical committees. IEEE Geoscience and Remote Sensing Magazine, 4(1):46-48.

Ofli, Ferda; Meier, Patrick; Imran, Muhammad; Castillo, Carlos; Tuia, Devis; Rey, Nicolas; Briant, Julien; Millet, Pauline; Reinhard, Friedrich; Parkan, Matthew; Joost, Stéphane (2016). Combining human computing and machine learning to make sense of big (aerial) data for disaster response. Big Data, 4(1):47-59.

Wang, Qingwang; Gu, Yanfeng; Tuia, Devis (2016). Discriminative multiple kernel learning for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 54(7):3912-3927.

Tuia, Devis; Persello, Claudio; Bruzzone, Lorenzo (2016). Domain adaptation for the classification of remote sensing data: an overview of recent advances. IEEE Geoscience and Remote Sensing Magazine, 4(2):41-57.

Tuia, Devis; Gamba, Paolo; Juergens, Carsten; Maktav, Derya (2016). Foreword to the special issue on urban remote sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(5):1763-1766.

Tuia, Devis; Wegner, Jan Dirk; Mallet, Clement; Yang, Michael Ying (2016). 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):2840-2843.

de Morsier, Frank; Borgeaud, Maurice; Gass, Volker; Thiran, Jean-Philippe; Tuia, Devis (2016). Kernel low-rank and sparse graph for unsupervised and semi-supervised classification of hyperspectral images. IEEE Transactions on Geoscience and Remote Sensing, 54(6):3410-3420.

Tuia, Devis; Camps-Valls, Gustau (2016). Kernel manifold alignment for domain adaptation. PLoS ONE, 11(2):e0148655.

Tuia, Devis; Marcos-Gonzalez, Diego; Camps-Valls, Gustau (2016). Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization. ISPRS Journal of Photogrammetry and Remote Sensing, 120:1-12.

Tuia, Devis; Flamary, Rémi; Barlaud, Michel (2016). Nonconvex regularization in remote sensing. IEEE Transactions on Geoscience and Remote Sensing, 54(11):6470-6480.

Oroza, Carlos A; Zheng, Zeshi; Glaser, Steven D; Tuia, Devis; Bales, Roger C (2016). Optimizing embedded sensor network design for catchment-scale snow-depth estimation using LiDAR and machine learning. Water Resources Research, 52(10):8174-8189.

Vo, Anh-Vu; Truong-Hong, Linh; Laefer, Debra F; Tiede, Dirk; d'Oleire-Oltmanns, Sebastian; Baraldi, Andrea; Shimoni, Michal; Moser, Gabriele; Tuia, Devis (2016). Processing of extremely high resolution LiDAR and RGB data: outcome of the 2015 IEEE GRSS data fusion contest—Part B: 3-D Contest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(12):5560-5575.

Campos-Taberner, Manuel; Romero-Soriano, Adriana; Gatta, Carlo; Camps-Valls, Gustau; Lagrange, Adrien; Le Saux, Bertrand; Beaupere, Anne; Boulch, Alexandre; Chan-Hon-Tong, Adrien; Herbin, Stephane; Randrianarivo, Hicham; Ferecatu, Marin; Shimoni, Michal; Moser, Gabriele; Tuia, Devis (2016). Processing of extremely high-resolution LiDAR and RGB data: Outcome of the 2015 IEEE GRSS Data Fusion Contest–Part A: 2-D Contest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(12):5547-5559.

Parkan, Matthew; Tuia, Devis (2015). Individual tree segmentation in deciduous forests using geodesic voting. In: IGARSS 2015, Milan (Italy), 26 July 2015 - 31 July 2015, 637-640.

Laparra, Valero; Marcos-Gonzalez, Diego; Tuia, Devis; Camps-Valls, Gustau (2015). Large-scale random features for kernel regression. In: IGARSS 2015, Milan (Italy), 26 July 2015 - 31 July 2015, 17-20.

Tuia, Devis; Flamary, Rémi; Barlaud, Michel (2015). To be or not to be convex? A study on regularization in hyperspectral image classification. In: IGARSS 2015, Milan (Italy), 26 July 2015 - 31 July 2015, 4947-4950.

Marcos-Gonzalez, Diego; Camps-Valls, Gustau; Tuia, Devis (2015). Weakly supervised alignment of multisensor images. In: IGARSS 2015, Milan (Italy), 26 July 2015 - 31 July 2015, 2588-2591.

Tuia, Devis; Flamary, Rémi; Rakotomamonjy, Alain; Courty, Nicolas (2015). Multitemporal classification without new labels: A solution with optimal transport. In: 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp), 2015, Annecy (F), 22 July 2015 - 24 July 2015, 1-4.

Poncet-Montanges, Arnaud; Moser, Gabriele; Taubenbock, Hannes; Wurm, Michael; Tuia, Devis (2015). Classification of urban structural types with multisource data and structured models. In: 2015 Joint Urban Remote Sensing Event (JURSE 2015), Lausanne, 30 March 2015 - 1 April 2015, 1-4.

Moser, Gabriele; Tuia, Devis; Shimoni, Michal (2015). 2015 IEEE GRSS data fusion contest: Extremely high resolution LiDAR and optical data. IEEE Geoscience and Remote Sensing Magazine, 3(1):40-41.

Tuia, Devis; Lopez, Sebastian; Schaepman, Michael E; Chanussot, Jocelyn (2015). Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(6):2337-2340.

Tuia, Devis; Moser, Gabriele (2015). Foreword to the special issue on data fusion in remote sensing. IEEE Geoscience and Remote Sensing Magazine, 3(3):6-7.

Grazioli, Jacopo; Tuia, Devis; Berne, Alexis (2015). Hydrometeor classification from polarimetric radar measurements: a clustering approach. Atmospheric Measurement Techniques, 8(1):149-170.

Stamenkovic, Jelena; Ferrazzoli, Paolo; Guerriero, Leila; Tuia, Devis; Thiran, Jean-Philippe (2015). Joining a discrete radiative transfer model and a kernel retrieval algorithm for soil moisture estimation from SAR data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(7):3463-3475.

Tuia, Devis; Flamary, Rémi; Courty, Nicolas (2015). Multiclass feature learning for hyperspectral image classification: Sparse and hierarchical solutions. ISPRS Journal of Photogrammetry and Remote Sensing, 105:272-285.

Gómez-Chova, Luis; Tuia, Devis; Moser, Gabriele; Camps-Valls, Gustau (2015). Multimodal classification of remote sensing images: a review and future directions. Institute of Electrical and Electronics Engineers. Proceedings, 103(9):1560-1584.

Liao, Wenzhi; Huang, Xin; Van Coillie, Frieke; Gautama, Sidharta; Pizurica, Aleksandra; Philips, Wilfried; Liu, Hui; Zhu, Tingting; Shimoni, Michal; Moser, Gabriele; Tuia, Devis (2015). Processing of multiresolution thermal hyperspectral and digital color data: outcome of the 2014 IEEE GRSS data fusion contest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(6):2984-2996.

Moser, Gabriele; Tuia, Devis; Shimoni, Michal (2015). Report on the 2015 IEEE GRSS data fusion contest-extremely high resolution LiDAR and Optical data: A data fusion challenge. IEEE Geoscience and Remote Sensing Magazine, 3(3):118-121.

Tuia, Devis; Wegner, Jan Dirk; Schindler, Konrad; Zerubia, Josiane; Moser, Gabriele (2015). Report on the IEEE GRSS\/ISPRS workshop EarthVision @ CVPR 2015 (Boston, MA). IEEE Geoscience and Remote Sensing Magazine, 3(3):121-129.

Matasci, Giona; Volpi, Michele; Kanevski, Mikhail; Bruzzone, Lorenzo; Tuia, Devis (2015). Semisupervised transfer component analysis for domain adaptation in remote sensing image classification. IEEE Transactions on Geoscience and Remote Sensing, 53(7):3550-3564.

Volpi, Michele; Camps-Valls, Gustau; Tuia, Devis (2015). Spectral alignment of multi-temporal cross-sensor images with automated kernel canonical correlation analysis. ISPRS Journal of Photogrammetry and Remote Sensing, 107:50-63.

Matasci, Giona; Longbotham, Nathan; Pacifici, Fabio; Kanevski, Mikhail; Tuia, Devis (2015). Understanding angular effects in VHR imagery and their significance for urban land-cover model portability: A study of two multi-angle in-track image sequences. ISPRS Journal of Photogrammetry and Remote Sensing, 107:99-111.

This list was generated on Tue Nov 21 22:30:45 2017 CET.