Publications of C Persello

Demir, B.; Persello, C.; Bruzzone, L.: Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 49 (3), pp. 1014 - 1031 (2011)

Persello, C.; Bruzzone, L.: A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images. IEEE Transactions on Geoscience and Remote Sensing 48 (3), pp. 1232 - 1244 (2010)

Bruzzone, L.; Persello, C.: A Novel Approach to the Selection of Spatially Invariant Features for the Classification of Hyperspectral Images with Improved Generalization Capability. IEEE Transactions on Geoscience and Remote Sensing 47 (9), pp. 3180 - 3191 (2009)

Bruzzone, L.; Persello, C.: A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples. IEEE Transactions on Geoscience and Remote Sensing 47 (7), pp. 2142 - 2154 (2009)

Soldati, N.; Robinson, S.; Persello, C.; Jovicich, J.; Bruzzone, L.: Automatic classification of brain resting states using fMRI temporal signals. Electronics Letters 45 (1), pp. 19 - 21 (2009)

Arnoldi, E.; Bruzzone, L.; Carlin, L.; Pedron, L.; Persello, C.: Classificazione di immagini telerilevate satellitari per agricoltura di precisione. MondoGis: Il Mondo dei Sistemi Informativi Geografici 63, pp. 13 - 17 (2007)

Bruzzone, L.; Persello, C.: Approaches Based on Support Vector Machine to Classification of Remote Sensing Data. In: Handbook of Pattern Recognition and Computer Vision, 3.2, pp. 329 - 352 (Ed. Chen, C.). Imperial College Press, London, UK (2010)

Persello, C.: Active Versus Semi-supervised Learning Paradigm for the Classification of Remote Sensing Images. In: Image and Signal Processing for Remote Sensing XVII, 81800C, pp. 1 - 15 (Ed. Bruzzone, L.). Image and Signal Processing for Remote Sensing XVII, Praha, Czech Republic, September 19, 2011 - September 22, 2011. SPIE, Bellingham, WA, USA (2011)

Persello, C.; Bruzzone, L.: A Novel Active Learning Strategy for Domain Adaptation in the Classification of Remote Sensing Images. In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), pp. 3720 - 3723. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2011), Vancouver, BC, Canada. IEEE, Piscataway, NJ, USA (2011)

Bruzzone, L.; Persello, C.: Recent trends in classification of remote sensing data: active and semisupervised machine learning paradigms. In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), pp. 3720 - 3723. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), Honolulu, HI, USA, July 25, 2010 - July 30, 2010. IEEE, Piscataway, NJ, USA (2010)

Bruzzone, L.; Persello, C.: Active learning for classification of remote sensing images. In: 2009 IEEE International Geoscience and Remote Sensing Symposium, pp. III-693 - III-696. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2009), Cape Town, South Africa, July 12, 2009 - July 17, 2009. IEEE, Piscataway, NJ, USA (2009)

Persello, C.; Bruzzone, L.: A novel approach to the selection of spatially invariant features for classification of hyperspectral images. In: 2009 IEEE International Geoscience and Remote Sensing Symposium, pp. II-61 - II-64. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2009), Cape Town, South Africa, July 12, 2009 - July 17, 2009. IEEE, Piscataway, NJ, USA (2009)

Bruzzone, L.; Persello, C.: A Novel Approach to the Selection of Robust and Invariant Features for Classification of Hyperspectral Images. In: IGARSS 2008: 2008 IEEE International Geoscience and Remote Sensing Symposium, pp. I-66 - I-69. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2008), Boston, MA, USA, July 07, 2008 - July 11, 2008. IEEE, Piscataway, NJ, USA (2009)

Bruzzone, L.; Persello, C.: A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Multispectral and SAR Images. In: IGARSS 2008: 2008 IEEE International Geoscience and Remote Sensing Symposium, pp. II-265 - II-268. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2008), Boston, MA , USA, July 07, 2008 - July 11, 2008. IEEE, Piscataway, NJ, USA (2008)

Arnoldi, E.; Bruzzone , L.; Carlin, L.; Pedron, L.; Persello, C.: Sistema avanzato per la classificazione delle aree agricole in immagini ad elevata risoluzione geometrica: applicazione al territorio del Trentino. In: 11. Conferenza Nazionale ASITA, pp. 1 - 6. 11. Conferenza Nazionale ASITA, Torino, Italy, November 06, 2007 - November 09, 2007. (2007)

Bruzzone, L.; Marconcini, M.; Persello, C.: Fusion of spectral and spatial information by a novel SVM classification technique. In: 2007 IEEE International Geoscience and Remote Sensing Symposium, pp. 4838 - 4841. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2007), Barcelona, Spain, July 23, 2007 - July 28, 2007. IEEE, Piscataway, NJ, USA (2007)