Publications
“Wavelet-Based colour texture retrieval using the KL Divergence between bivariate Generalized Gaussian Models”, in IEEE International Conference on Image Processing, Cairo, Egypt, November 7-11, 2009, pp. 265-268.
, “Wavelet-Based EM Algorithm for Multispectral-Image Restoration”, IEEE Transactions on Geoscience and Remote Sensing, vol. 47, pp. 3892-3898, 2009.
, “ACIVS 2010, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 6474 & 6475. Springer, 2010.
, “Enhanced visualization of hyperspectral images”, in Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International, 2010, pp. 991 -994.
, “Evaluation of a score-informed source separation system”, in Proc. 11th International Society for Music Information Retrieval Conference (ISMIR 2010), Utrecht, the Netherlands, August 2010, 2010, pp. 219-224.
, “A graph-based method for non-linear unmixing of hyperspectral imagery”, in IEEE IGARSS2010, IEEE International Geoscience and Remote Sensing Symposium, Honolulu, Haway, July 25-30, 2010, pp. 197-200.
, “Habitat mapping and quality assessment of heathlands using a modified kernel-based reclassification technique”, in Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International, Honolulu, HI, USA, 2010, pp. 2707 - 2710.
, “Habitat reporting of a heathland site: Classification probabilities as additional information, a case study”, Ecological Informatics, vol. 5, pp. 248 - 255, 2010.
, “Nonlinear barycentric dimensionality reduction”, in IEEE ICIP10, IEEE International Conference on Image Processing, Hong Kong, september 26-29, 2010, pp. 1341-1344.
, “An object-based approach to quantity and quality assessment of heathland habitats in the framework of NATURA 2000 using hyperspectral airborne AHS images.”, in Proceedings of GEOBIA 2010, the Geographic Object-Based Image Analysis Conference, 2010, vol. XXXVIII-4/C7.
, “Source separation by score synthesis”, in Proc. International Computer Music Conference (ICMC 2010), New York, NY, June 1-5, 2010, pp. 462-465.
, “Using patch metrics as validation for contextual classification of heathland vegetation.”, in Proceedings of GEOBIA 2010, the Geographic Object-Based Image Analysis Conference, 2010, vol. XXXVIII-4/C7.
, “ACIVS 2011, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 6915. Springer, 2011.
, “Bias field reduction by localized Lloyd-Max quantization”, Magnetic Resonance Imaging, vol. 29, no. 4, pp. 536-545, 2011.
, “Classification of multi-source images using color mathematical morphological profiles”, in Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International, Vancouver, BC, Canada, 2011, pp. 3919 - 3922.
, “Enhanced visualization of hyperspectral images”, IEEE Geoscience and Remote Sensing letters, vol. 8, pp. 869-873, 2011.
, “Fully constrained least-squares spectral unmixing by simplex projection”, IEEE Transactions on Geoscience and Remote Sensing, vol. 49, no. 11, pp. 4112-4122, 2011. PDF (1.11 MB) Matlab code (1.93 KB)
, “Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions With an Application to Multicomponent Texture Discrimination”, International Journal of Computer Vision, vol. 95, pp. 265-286, 2011.
, “Multi-source image classification using color attribute profiles”, in 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Lisbon, Portugal, 2011, pp. 1 - 4.
, “Non-linear fully-constrained spectral unmixing”, in IEEE IGARSS2011, IEEE International Geoscience and Remote Sensing Symposium, Vancouver, July 25-29, 2011.
, “Nonlinear spectral unmixing by geodesic simplex volume maximization”, IEEE Journal of Selected Topics in Signal Processing, vol. 5, pp. 534-542, 2011.
, “Spectral unmixing using distance geometry”, in IEEE-WHISPERS 2011, Workshop on Hperspectral Image and Signal Processing, Lisbon, Portugal, 6-9 June, 2011.
, “Towards streaming hyperspectral endmember extraction”, in IEEE IGARSS2011, IEEE International Geoscience and Remote Sensing Symposium , Vancouver, July 25-29, 2011.
, “Accuracy assessment of contextual classification results for vegetation mapping”, International Journal of Applied Earth Observation and Geoinformation, vol. 15, pp. 7 - 15, 2012.
, “ACIVS 2012, Advanced Concepts for Intelligent Vision Systems”, Lecture Notes in Computer Science, vol. 7517. Springer, 2012.
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