Silvia Valero
Contributions while at GPI
Journal Articles
“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. (3.06 MB) | ,
“Object recognition in hyperspectral images using Binary Partition Tree representation”, Pattern Recognition Letters, vol. 56, pp. 45-51, 2015. (1.75 MB) | ,
“Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree”, Proceedings of the IEEE, vol. 101, no. 3, pp. 723 - 747, 2013. (4.46 MB) | ,
“Hyperspectral image representation and processing with Binary Partition Trees”, IEEE Transactions on Image Processing, vol. 22, no. 4, pp. 1430 - 1443, 2013. (1.81 MB) | ,
“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. (2.51 MB) | ,
Book Chapters and Books
“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. | ,
Conference Papers
“Object recognition in urban hyperspectral images using binary partition tree representation”, in IEEE International Geoscience and Remote Sensing Symposium, IGARSS'2013, Melbourne, Australia, 2013. (498.43 KB) | ,
“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. (394.77 KB) | ,
“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. (859.78 KB) | ,
“Hyperspectral image segmentation using binary partition trees”, in IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, 2011, pp. 1273–1276. (669.46 KB) | ,
“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. (334.11 KB) | ,
Theses
“Hyperspectral image representation and Processing with Binary Partition Trees”, Universitat Politècnica de Catalunya (UPC), 2011. (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 |