135 results on '"Serpico, Sebastiano B."'
Search Results
2. Optical-SAR Decision Fusion with Markov Random Fields for High-Resolution Large-Scale Land Cover Mapping
3. A CNN-Transformer Knowledge Distillation for Remote Sensing Scene Classification
4. A Tiling-Based Strategy for Large-Scale Multisensor Optical-Sar Image Registration
5. Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models
6. Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification
7. Experimental Comparison of Registration Methods for Multisensor Sar-Optical Data
8. Road Extraction and Road Width Estimation Via Fusion of Aerial Optical Imagery, Geospatial Data, and Street-Level Images
9. Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks
10. Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models.
11. Automatic Area-Based Registration of Optical and SAR Images Through Generative Adversarial Networks and a Correlation-Type Metric
12. Change Detection with Heterogeneous Remote Sensing Data: From Semi-Parametric Regression to Deep Learning
13. Unsupervised Heterogeneous Change Detection in Radar Images by Cross-domain Affinity Matching
14. Recovery Monitoring in Haiti After Hurricane Matthew Through Markov Random Fields and A Region-Based Approach
15. Multiresolution and Multimodality Sar Data Fusion Based on Markov and Conditional Random Fields for Unsupervised Change Detection
16. Joint Classification of Multiresolution and Multisensor Data Using a Multiscale Markov Mesh Model
17. Crater Detection and Registration of Planetary Images Through Marked Point Processes, Multiscale Decomposition, and Region-Based Analysis.
18. Very High Resolution Optical Image Classification Using Watershed Segmentation and a Region-Based Kernel
19. Robust change detection from COSMO-SkyMed and RADARSAT-2 multitemporal images
20. Planetary crater detection and registration using marked point processes, graph cut algorithms, and wavelet transforms
21. Planetary crater detection and registration using marked point processes, multiple birth and death algorithms, and region-based analysis
22. Multi-resolution classification of urban areas using hierarchical symmetric Markov mesh models
23. Contextual multi-scale image classification on quadtree
24. Supervised classification of thermal infrared hyperspectral images through Bayesian, Markovian, and region-based approaches
25. Large urban zone classification on SPOT-5 imagery with convolutional neural networks
26. Unsupervised change detection on synthetic aperture radar images with generalized gamma distribution
27. Classification of Multisensor and Multiresolution Remote Sensing Images Through Hierarchical Markov Random Fields.
28. New hierarchical joint classification method for SAR-optical multiresolution remote sensing data
29. An active learning heuristic using spectral and spatial information for MRF-based classification
30. Parameter optimization for Markov random field models for remote sensing image classification through sequential minimal optimization
31. New cascade model for hierarchical joint classification of multisensor and multiresolution remote sensing data
32. New cascade model for hierarchical joint classification of multitemporal, multiresolution and multisensor remote sensing data
33. Contextual remote-sensing image classification through support vector machines, Markov random fields and graph cuts
34. Kernel-based classification in complex-valued feature spaces for polarimetric SAR data
35. An automated flood detection framework for very high spatial resolution imagery
36. The SEAGOSS project: Monitoring coastal seawater in Italy by remote sensing data
37. Fusion of multitemporal and multiresolution remote sensing data and application to natural disasters
38. Air surface temperature estimation from satellite thermal infrared time series and pixelwise modeling of the estimation uncertainty through support vector machines
39. False discovery rate approach to image change detection
40. Multiresolution SAR data fusion for unsupervised change detection
41. A multiscale contextual approach to change detection in multisensor VHR remote sensing images
42. Polarimetric SAR Change Detection With the Complex Hotelling–Lawley Trace Statistic.
43. Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test
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. Unsupervised change detection with high-resolution SAR images by edge-preserving Markov random fields and graph-cuts
47. Development and validation of multitemporal image analysis methodologies for multirisk monitoring of critical structures and infrastructures
48. Contextual high-resolution image classification by Markovian data fusion, adaptive texture extraction, and multiscale segmentation
49. Multitemporal region-based classification of high-resolution images by Markov random fields and multiscale segmentation
50. Joint classification of panchromatic and multispectral images by multiresolution fusion through Markov random fields and graph cuts
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