34 results on '"Serpico, Sebastiano B."'
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2. A Semisupervised CRF Model for CNN-Based Semantic Segmentation With Sparse Ground Truth
3. Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models
4. Unsupervised change detection from multichannel SAR data by Markovian data fusion
5. Automatic parameter optimization for support vector regression for land and sea surface temperature estimation from remote sensing data
6. Multisensor and Multiresolution Remote Sensing Image Classification through a Causal Hierarchical Markov Framework and Decision Tree Ensembles
7. Extraction of spectral channels from hyperspectral images for classification purposes
8. Weight parameter optimization by the Ho-Kashyap algorithm in MRF models for supervised image classification
9. Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery
10. SAR amplitude probability density function estimation based on a generalized Gaussian model
11. Dictionary-based stochastic expectation--maximization for SAR amplitude probability density function estimation
12. Partially supervised classification of remote sensing images through SVM-based probability density estimation
13. A Markov random field approach to spatio-temporal contextual image classification
14. Multisource data classification with dependence trees
15. Crater Detection and Registration of Planetary Images Through Marked Point Processes, Multiscale Decomposition, and Region-Based Analysis
16. An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images
17. An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection
18. Classification of multisensor remote-sensing images by structured neural networks
19. Supervised learning of descriptions for image recognition purposes
20. New hierarchical joint classification method of SAR-optical multiresolution remote sensing data
21. False Discovery Rate Approach to Unsupervised Image Change Detection
22. A New Search Algorithm for Feature Selection in Hyperspectral Remote Sensing Images
23. Polarimetric SAR Change Detection With the Complex Hotelling–Lawley Trace Statistic
24. Automatic extraction of planetary image features
25. Estimation of Air Surface Temperature From Remote Sensing Images and Pixelwise Modeling of the Estimation Uncertainty Through Support Vector Machines
26. Supervised Classification of Multisensor and Multiresolution Remote Sensing Images With a Hierarchical Copula-Based Approach
27. On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation
28. Combining Support Vector Machines and Markov Random Fields in an Integrated Framework for Contextual Image Classification
29. A Textural–Contextual Model for Unsupervised Segmentation of Multipolarization Synthetic Aperture Radar Images
30. Conditional Copulas for Change Detection in Heterogeneous Remote Sensing Images.
31. Multi-temporal multi-sensor classification of land cover classes and land cover transition for monitoring recovery after disasters and progresses in DRR policies.
32. A Markovian Approach to Unsupervised Change Detection with Multiresolution and Multimodality SAR Data.
33. Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model
34. Introduction to the Special Issue on Analysis of Hyperspectral Image Data.
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