106 results on '"Serpico, Sebastiano B."'
Search Results
2. Multimodal Fusion of Mobility Demand Data and Remote Sensing Imagery for Urban Land-Use and Land-Cover Mapping.
3. Unsupervised change detection from multichannel SAR data by Markovian data fusion
4. Automatic parameter optimization for support vector regression for land and sea surface temperature estimation from remote sensing data
5. Extraction of spectral channels from hyperspectral images for classification purposes
6. Weight parameter optimization by the Ho-Kashyap algorithm in MRF models for supervised image classification
7. Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery
8. SAR amplitude probability density function estimation based on a generalized Gaussian model
9. Dictionary-based stochastic expectation--maximization for SAR amplitude probability density function estimation
10. Partially supervised classification of remote sensing images through SVM-based probability density estimation
11. A Markov random field approach to spatio-temporal contextual image classification
12. Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models.
13. Multisource data classification with dependence trees
14. An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images
15. An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection
16. Classification of multisensor remote-sensing images by structured neural networks
17. Supervised learning of descriptions for image recognition purposes
18. A new adaptive approach to picture coding
19. Crater Detection and Registration of Planetary Images Through Marked Point Processes, Multiscale Decomposition, and Region-Based Analysis.
20. A New Search Algorithm for Feature Selection in Hyperspectral Remote Sensing Images
21. Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields.
22. Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution.
23. Large urban zone classification on SPOT-5 imagery with convolutional neural networks.
24. Supervised classification of thermal infrared hyperspectral images through Bayesian, Markovian, and region-based approaches.
25. Contextual multi-scale image classification on quadtree.
26. An active learning heuristic using spectral and spatial information for MRF-based classification.
27. Parameter optimization for Markov random field models for remote sensing image classification through sequential minimal optimization.
28. New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data.
29. New hierarchical joint classification method for SAR-optical multiresolution remote sensing data.
30. Polarimetric SAR Change Detection With the Complex Hotelling–Lawley Trace Statistic.
31. New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data.
32. An automated flood detection framework for very high spatial resolution imagery.
33. Air surface temperature estimation from satellite thermal infrared time series and pixelwise modeling of the estimation uncertainty through support vector machines.
34. The SEAGOSS project: Monitoring coastal seawater in Italy by remote sensing data.
35. Contextual remote-sensing image classification through support vector machines, Markov random fields and graph cuts.
36. Kernel-based classification in complex-valued feature spaces for polarimetric SAR data.
37. Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters.
38. Estimation of Air Surface Temperature From Remote Sensing Images and Pixelwise Modeling of the Estimation Uncertainty Through Support Vector Machines.
39. A multiscale contextual approach to change detection in multisensor VHR remote sensing images.
40. Multiresolution SAR data fusion for unsupervised change detection.
41. False discovery rate approach to image change detection.
42. Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures.
43. Unsupervised change detection with high-resolution SAR images by edge-preserving Markov random fields and graph-cuts.
44. Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images.
45. Extracting information from remote sensing data for applications to flood monitoring and damage evaluation.
46. Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model.
47. Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test.
48. Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach.
49. On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation.
50. Combining Support Vector Machines and Markov Random Fields in an Integrated Framework for Contextual Image Classification.
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