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2013

Graph matching for adaptation in remote sensing

Tuia, D., Munoz-Marí, J., Gómez-Chova, L. & Malo, J., Jan 2013, In : IEEE Transactions on Geoscience and Remote Sensing. 51, 1, p. 329-341 13 p., 6221978.

Research output: Contribution to journalArticleAcademicpeer-review

58 Citations (Scopus)

Learning user's confidence for active learning

Tuia, D. & Munoz-Mari, J., Feb 2013, In : IEEE Transactions on Geoscience and Remote Sensing. 51, 2, p. 872-880 9 p., 6247502.

Research output: Contribution to journalArticleAcademicpeer-review

17 Citations (Scopus)

Semi-supervised novelty detection using SVM entire solution path

De Morsier, F., Tuia, D., Borgeaud, M., Gass, V. & Thiran, J. P., 15 Feb 2013, In : IEEE Transactions on Geoscience and Remote Sensing. 51, 4, p. 1939-1950 12 p., 6461095.

Research output: Contribution to journalArticleAcademicpeer-review

25 Citations (Scopus)

Supervised change detection in VHR images using contextual information and support vector machines

Volpi, M., Tuia, D., Bovolo, F., Kanevski, M. & Bruzzone, L., Feb 2013, In : International Journal of applied Earth Observation and Geoinformation. 20, 1, p. 77-85 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

146 Citations (Scopus)
2012

Large margin filtering

Flamary, R., Tuia, D., Labbé, B., Camps-Valls, G. & Rakotomamonjy, A., Feb 2012, In : IEEE Transactions on Signal Processing. 60, 2, p. 648-659 12 p., 6062424.

Research output: Contribution to journalArticleAcademicpeer-review

11 Citations (Scopus)

Memory-based cluster sampling for remote sensing image classification

Volpi, M., Tuia, D. & Kanevski, M., 23 Feb 2012, In : IEEE Transactions on Geoscience and Remote Sensing. 50, 8, p. 3096-3106 11 p., 6155743.

Research output: Contribution to journalArticleAcademicpeer-review

28 Citations (Scopus)

Multiscale analysis of geomorphological and geological features in high resolution digital elevation models using the wavelet transform

Kalbermatten, M., Van De Ville, D., Turberg, P., Tuia, D. & Joost, S., Feb 2012, In : Geomorphology. 138, 1, p. 352-363 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

38 Citations (Scopus)

Remote sensing image segmentation by active queries

Tuia, D., Muñoz-Marí, J. & Camps-Valls, G., Jun 2012, In : Pattern Recognition. 45, 6, p. 2180-2192 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

39 Citations (Scopus)

Semisupervised classification of remote sensing images with active queries

Munoz-Mari, J., Tuia, D. & Camps-Valls, G., 12 Mar 2012, In : IEEE Transactions on Geoscience and Remote Sensing. 50, 10 PART1, p. 3751-3763 13 p., 6166388.

Research output: Contribution to journalArticleAcademicpeer-review

79 Citations (Scopus)

SVM-based boosting of active learning strategies for efficient domain adaptation

Matasci, G., Tuia, D. & Kanevski, M., 27 Nov 2012, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 5, 5, p. 1335-1343 9 p., 6353565.

Research output: Contribution to journalArticleAcademicpeer-review

45 Citations (Scopus)

Unsupervised change detection with kernels

Volpi, M., Tuia, D., Camps-Valls, G. & Kanevski, M., 10 Apr 2012, In : IEEE Geoscience and Remote Sensing Letters. 9, 6, p. 1026-1030 5 p., 6178771.

Research output: Contribution to journalArticleAcademicpeer-review

72 Citations (Scopus)
2011

A survey of active learning algorithms for supervised remote sensing image classification

Tuia, D., Volpi, M., Copa, L., Kanevski, M. & Muñoz-Marí, J., Jun 2011, In : IEEE Journal on Selected Topics in Signal Processing. 5, 3, p. 606-617 12 p., 5742970.

Research output: Contribution to journalArticleAcademicpeer-review

319 Citations (Scopus)

Learning wind fields with multiple kernels

Foresti, L., Tuia, D., Kanevski, M. & Pozdnoukhov, A., 2011, In : Stochastic environmental research and risk assessment. 25, 1, p. 51-66 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

24 Citations (Scopus)

Multioutput support vector regression for remote sensing biophysical parameter estimation

Tuia, D., Verrelst, J., Alonso, L., Perez-Cruz, F. & Camps-Valls, G., 1 Jul 2011, In : IEEE Geoscience and Remote Sensing Letters. 8, 4, p. 804-808 5 p., 5735189.

Research output: Contribution to journalArticleAcademicpeer-review

158 Citations (Scopus)

Structured output SVM for remote sensing image classification

Tuia, D., Muñoz-Marí, J., Kanevski, M. & Camps-Valls, G., 2011, In : Journal of Signal Processing Systems. 65, 3, p. 301-310 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

20 Citations (Scopus)

Urban Image Classification With Semisupervised Multiscale Cluster Kernels

Tuia, D. & Camps-Valls, G., Mar 2011, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 4, 1, p. 65-74 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

60 Citations (Scopus)

Using active learning to adapt remote sensing image classifiers

Tuia, D., Pasolli, E. & Emery, W. J., 15 Sep 2011, In : Remote Sensing of Environment. 115, 9, p. 2232-2242 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

125 Citations (Scopus)
2010

Learning relevant image features with multiple-kernel classification

Tuia, D., Camps-Valls, G., Matasci, G. & Kanevski, M., Oct 2010, In : IEEE Transactions on Geoscience and Remote Sensing. 48, 10, p. 3780-3791 12 p., 5497137.

Research output: Contribution to journalArticleAcademicpeer-review

177 Citations (Scopus)

Multisource composite kernels for urban-image classification

Tuia, D., Ratle, F., Pozdnoukhov, A. & Camps-Valls, G., Jan 2010, In : IEEE Geoscience and Remote Sensing Letters. 7, 1, p. 88-92 5 p., 4909045.

Research output: Contribution to journalArticleAcademicpeer-review

79 Citations (Scopus)
2009

Detection of clusters using spacetime scan statistics

Tonini, M., Tuia, D. & Ratle, F., 16 Nov 2009, In : International Journal of Wildland Fire. 18, 7, p. 830-836 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

13 Citations (Scopus)
2008

Emergence of spatio-temporal patterns in forest-fire sequences

Tuia, D., Lasaponara, R., Telesca, L. & Kanevski, M., 15 May 2008, In : Physica A: Statistical Mechanics and its Applications. 387, 13, p. 3271-3280 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Indoor radon distribution in Switzerland: lognormality and Extreme Value Theory

Tuia, D. & Kanevski, M., Apr 2008, In : Journal of Environmental Radioactivity. 99, 4, p. 649-657 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

15 Citations (Scopus)

Scan statistics analysis of forest fire clusters

Tuia, D., Ratle, F., Lasaponara, R., Telesca, L. & Kanevski, M., Oct 2008, In : Communications in Nonlinear Science and Numerical Simulation. 13, 8, p. 1689-1694 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

35 Citations (Scopus)
2007

Evaluation of a simplified top-down model for the spatial assessment of hot traffic emissions in mid-sized cities

Tuia, D., Ossés de Eicker, M., Zah, R., Osses, M., Zarate, E. & Clappier, A., 1 Jun 2007, In : Atmospheric Environment. 41, 17, p. 3658-3671 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

36 Citations (Scopus)

Identifying spatial clustering phenomena in forest-fire sequences

Tuia, D., Lasaponara, R., Telesca, L. & Kanevski, M., 15 Mar 2007, In : Physica A: Statistical Mechanics and its Applications. 376, 1-2, p. 596-600 5 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)