Silvia Valero

Contributions while at GPI

Journal Articles

2015
G. Tochon, Féeret, J. B., Valero, S., Martin, R. E., Knapp, D. E., Salembier, P., Chanussot, J., and Asner, G., “On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images”, Remote Sensing of Environment, vol. 159, pp. 318-331, 2015. Google Scholar BibTex (3.06 MB)
S. Valero, Salembier, P., and Chanussot, J., “Object recognition in hyperspectral images using Binary Partition Tree representation”, Pattern Recognition Letters, vol. 56, pp. 45-51, 2015. Google Scholar BibTex (1.75 MB)

2013
A. Alonso-González, Valero, S., Chanussot, J., López-Martínez, C., and Salembier, P., “Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree”, Proceedings of the IEEE, vol. 101, no. 3, pp. 723 - 747, 2013. DOI Google Scholar BibTex (4.46 MB)
S. Valero, Salembier, P., and Chanussot, J., “Hyperspectral image representation and processing with Binary Partition Trees”, IEEE Transactions on Image Processing, vol. 22, no. 4, pp. 1430 - 1443, 2013. DOI Google Scholar BibTex (1.81 MB)
G. Tochon, Feret, J. B., Valero, S., Martin, R. E., Tupayachi, R., Chanussot, J., Salembier, P., and Asner, G., “Segmentation hyperspectrales de forets tropicales par arbres de partition binaires”, Revue française de photogrammétrie et de télédétection, vol. 202, no. 1, pp. 55-65, 2013. Google Scholar BibTex (2.51 MB)

Book Chapters and Books

2018
G. Tochon, Dalla Mura, M., Veganzones, M. A., Valero, S., Salembier, P., and Chanussot, J., “Advances in utilization of hierarchical representations in remote sensing data analysis”, in Reference Module in Earth Systems and Environmental Sciences, vol. 2, Elsevier, 2018, pp. 77-107. Google Scholar BibTex

Conference Papers

2013
S. Valero, Salembier, P., and Chanussot, J., “Object recognition in urban hyperspectral images using binary partition tree representation”, in IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2013, Melbourne, Australia, 2013. Google Scholar BibTex (498.43 KB)

2011
J. Benediktsson, Bruzzone, L., Chanussot, J., Dalla Mura, M., Salembier, P., and Valero, S., “Hierarchical analysis of remote sensing data: morphological attribute profiles and binary partition trees”, in International Symposium on Mathematical Morphology 2011, Intra, Lake Maggiore, Italy, 2011, pp. 306–319. DOI Google Scholar BibTex (394.77 KB)
S. Valero, Salembier, P., and Chanussot, J., “Arbre de partition binaire: un nouvel outil pour la représentation hiérarchique et l'analyse des images hyperspectrales”, in XXIIIè Colloque sur le Traitement du Signal et des Images, GRETSI 2011, Bordeaux, France, 2011, pp. 120–125. Google Scholar BibTex (859.78 KB)
S. Valero, Salembier, P., and Chanussot, J., “Hyperspectral image segmentation using binary partition trees”, in IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, 2011, pp. 1273–1276. DOI Google Scholar BibTex (669.46 KB)
S. Valero, Salembier, P., Chanussot, J., and Cuadres, C., “Improved binary partition tree construction for hyperspectral images: application to object detection”, in IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, Canada, 2011, pp. 2515–2518. DOI Google Scholar BibTex (334.11 KB)

Theses

2011
S. Valero, “Hyperspectral image representation and Processing with Binary Partition Trees”, Universitat Politècnica de Catalunya (UPC), 2011. Google Scholar BibTex (20.92 MB)

Research Areas

	Remote Sensing Image Processing	Internal	Jan 2010	Jun 2021
	Region-based image and video processing	Internal	Jan 1992	Dec 2020