Publications of C Persello
All genres
Journal Article (6)
1.
Journal Article
49 (3), pp. 1014 - 1031 (2011)
Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 2.
Journal Article
48 (3), pp. 1232 - 1244 (2010)
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Images. IEEE Transactions on Geoscience and Remote Sensing 3.
Journal Article
47 (9), pp. 3180 - 3191 (2009)
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 4.
Journal Article
47 (7), pp. 2142 - 2154 (2009)
A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples. IEEE Transactions on Geoscience and Remote Sensing 5.
Journal Article
45 (1), pp. 19 - 21 (2009)
Automatic classification of brain resting states using fMRI temporal signals. Electronics Letters 6.
Journal Article
63, pp. 13 - 17 (2007)
Classificazione di immagini telerilevate satellitari per agricoltura di precisione. MondoGis: Il Mondo dei Sistemi Informativi Geografici Book Chapter (1)
7.
Book Chapter
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)
Conference Paper (9)
8.
Conference Paper
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)
9.
Conference Paper
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)
10.
Conference Paper
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)
11.
Conference Paper
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)
12.
Conference Paper
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)
13.
Conference Paper
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)
14.
Conference Paper
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)
15.
Conference Paper
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)
16.
Conference Paper
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)