50 results on '"Camps-Valls, Gustau"'
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2. Interpretable Long Short-Term Memory Networks for Crop Yield Estimation
3. Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation
4. Multifidelity Gaussian Process Emulation for Atmospheric Radiative Transfer Models
5. A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images
6. Deep Learning and Earth Observation to Support the Sustainable Development Goals: Current approaches, open challenges, and future opportunities
7. Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions
8. Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions
9. Unsupervised Anomaly and Change Detection With Multivariate Gaussianization
10. Graph Embedding via High Dimensional Model Representation for Hyperspectral Images
11. Systematic Assessment of MODTRAN Emulators for Atmospheric Correction
12. Retrieval of Physical Parameters With Deep Structured Kernel Regression
13. Crop Yield Estimation and Interpretability With Gaussian Processes
14. Gaussianizing the Earth: Multidimensional information measures for Earth data analysis
15. Compressed Particle Methods for Expensive Models With Application in Astronomy and Remote Sensing
16. Toward a Collective Agenda on AI for Earth Science Data Analysis
17. Efficient Nonlinear RX Anomaly Detectors
18. Learning Relevant Features of Optical Water Types
19. Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data
20. Accounting for Input Noise in Gaussian Process Parameter Retrieval
21. Efficient Kernel Cook's Distance for Remote Sensing Anomalous Change Detection
22. Nonlinear Distribution Regression for Remote Sensing Applications
23. Kernel Anomalous Change Detection for Remote Sensing Imagery
24. Improved Statistically Based Retrievals via Spatial-Spectral Data Compression for IASI Data
25. Foreword to the Special Issue on IGARSS 2018
26. Activities of the IEEE GRSS Spain Chapter [Chapters]
27. Causal Inference in Geoscience and Remote Sensing From Observational Data
28. Gradient-Based Automatic Lookup Table Generator for Radiative Transfer Models
29. Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes
30. Pattern Recognition Scheme for Large-Scale Cloud Detection Over Landmarks
31. Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference
32. Joint Gaussian Processes for Biophysical Parameter Retrieval
33. Remote Sensing Image Classification With Large-Scale Gaussian Processes
34. HyperLabelMe : A Web Platform for Benchmarking Remote-Sensing Image Classifiers
35. Optimized Kernel Entropy Components
36. Nonlinear Time-Series Adaptation for Land Cover Classification
37. Gaussian Process Sensitivity Analysis for Oceanic Chlorophyll Estimation
38. Statistical Atmospheric Parameter Retrieval Largely Benefits From Spatial–Spectral Image Compression
39. Processing of Extremely High-Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest–Part A: 2-D Contest
40. Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval
41. A Special Issue on Advances in Machine Learning for Remote Sensing and Geosciences [From the Guest Editors]
42. A Survey on Gaussian Processes for Earth-Observation Data Analysis: A Comprehensive Investigation
43. Unsupervised Deep Feature Extraction for Remote Sensing Image Classification
44. Mapping Leaf Area Index With a Smartphone and Gaussian Processes
45. Dimensionality Reduction via Regression in Hyperspectral Imagery
46. Multimodal Classification of Remote Sensing Images: A Review and Future Directions
47. Semisupervised Manifold Alignment of Multimodal Remote Sensing Images
48. Prediction of Daily Global Solar Irradiation Using Temporal Gaussian Processes
49. Accompanying Multimedia Content
50. Accompanying Multimedia Content
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