Publicaciones en colaboración con investigadores/as de University of Lausanne (17)

2013

  1. Multi-sensor change detection based on nonlinear canonical correlations

    International Geoscience and Remote Sensing Symposium (IGARSS)

2012

  1. Unsupervised change detection with kernels

    IEEE Geoscience and Remote Sensing Letters, Vol. 9, Núm. 6, pp. 1026-1030

2011

  1. Structured output SVM for remote sensing image classification

    Journal of Signal Processing Systems, Vol. 65, Núm. 3, pp. 301-310

  2. Unsupervised change detection in the feature space using kernels

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. Urban Image Classification With Semisupervised Multiscale Cluster Kernels

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 4, Núm. 1, pp. 65-74

2010

  1. Cluster-based active learning for compact image classification

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. Estimating biophysical variable dependences with kernels

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. Learning relevant image features with multiple-kernel classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 48, Núm. 10, pp. 3780-3791

  4. Multisource composite kernels for urban-image classification

    IEEE Geoscience and Remote Sensing Letters, Vol. 7, Núm. 1, pp. 88-92

  5. Unsupervised change detection by kernel clustering

    Proceedings of SPIE - The International Society for Optical Engineering

2009

  1. Cluster Kernels for Semisupervised Classification of VHR Urban Images

    2009 JOINT URBAN REMOTE SENSING EVENT, VOLS 1-3

  2. Cluster kernels for semisupervised classification of VHR urban images

    2009 Joint Urban Remote Sensing Event

  3. Learning the relevant image features with multiple kernels

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Recent advances in remote sensing image processing

    Proceedings - International Conference on Image Processing, ICIP

  5. STRUCTURED OUTPUT SVM FOR REMOTE SENSING IMAGE CLASSIFICATION

    2009 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING

  6. Semisupervised remote sensing image classification with cluster kernels

    IEEE Geoscience and Remote Sensing Letters, Vol. 6, Núm. 2, pp. 224-228

  7. Structured output SVM for remote sensing image classification

    Machine Learning for Signal Processing XIX - Proceedings of the 2009 IEEE Signal Processing Society Workshop, MLSP 2009