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2020 – today
- 2024
[j67]Sergio Moreno-Álvarez
, Mercedes Eugenia Paoletti, A. J. Sanchez-Fernandez, Juan A. Rico-Gallego, Lirong Han, Juan Mario Haut:
Federated learning meets remote sensing. Expert Syst. Appl. 255: 124583 (2024)- [j66]Jesús Calle-Cancho, Carlos Cañada, Rafael Pastor Vargas, Mercedes Eugenia Paoletti, Juan Mario Haut:
Decentralized Mechanism for Edge Node Allocation in Access Network: An Experimental Evaluation. Future Internet 16(9): 342 (2024) - [j65]Youran Ge, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Gangrong Qu:
Transformer-Enhanced CNN Based on Intensive Feature for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j64]Juan Mario Haut, Jose Miguel Franco-Valiente, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Alfonso Pardo Diaz:
Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines. SN Comput. Sci. 5(6): 719 (2024) - [j63]Juan Mario Haut, Sergio Moreno-Álvarez, Rafael Pastor Vargas, Ámbar Pérez-García, Mercedes Eugenia Paoletti:
Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 2461-2474 (2024) - [j62]Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Rafael Pastor, Antonio Plaza:
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j61]Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Peng Li, Rafael Pastor, Antonio Plaza:
Hash-Based Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 62: 1-23 (2024) - [j60]Swalpa Kumar Roy, Atri Sukul, Ali Jamali, Juan Mario Haut, Pedram Ghamisi:
Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j59]Xuanwen Tao, Mercedes Eugenia Paoletti, Zhaoyue Wu, Juan Mario Haut, Peng Ren, Antonio Plaza:
An Abundance-Guided Attention Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [c28]Enrique Fernández-Morales, Carlos Luis Sánchez-Bocanegra, Rafael Pastor Vargas, José-Juan Pereyra-Rodriguez, Juan Mario Haut, José Alberto Benítez-Andrades:
Analysis and Detection of Melanoma through Collective Intelligence with AI. CBMS 2024: 75-80 - [c27]Pan Zheng, Zhaoyue Wu, Mercedes Eugenia Paoletti, Juan Mario Haut, Jun Hu, Hongjun Su:
Typical Mineral Abundance Estimation of Chang'e-3 Yutu Rover with Hyperspectral Data Based on Diffusion Autoencoder Unmixing Model. IGARSS 2024: 6109-6112 - [c26]Lirong Han, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut, Antonio J. Plaza:
Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval. IGARSS 2024: 7111-7114 - [c25]Sergio Moreno-Álvarez, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut:
Correlation-Aware Averaging for Federated Learning in Remote Sensing Data Classification. IGARSS 2024: 8708-8711 - 2023
- [j58]Aurora Cuartero, Mercedes Eugenia Paoletti, Pablo García Rodríguez, Juan Mario Haut:
QCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular Statistics. IEEE Access 11: 47552-47562 (2023) - [j57]Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j56]Juan Mario Haut, Sergio Moreno-Álvarez, Enrique Moreno-Ávila, Victor Andres Ayma, Rafael Pastor Vargas, Mercedes Eugenia Paoletti:
Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j55]Ámbar Pérez-García, Mercedes Eugenia Paoletti, Juan Mario Haut, José Francisco López:
Novel Spectral Loss Function for Unsupervised Hyperspectral Image Segmentation. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j54]Mercedes Eugenia Paoletti, Oscar Mogollon-Gutierrez, Sergio Moreno-Álvarez, José Carlos Sancho Núñez, Juan Mario Haut:
A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5297-5314 (2023) - [j53]Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Yu Xue, Juan Mario Haut, Antonio Plaza:
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j52]Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Swalpa Kumar Roy, Antonio Plaza, Juan Mario Haut:
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j51]Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan Mario Haut, Qian Du, Antonio Plaza:
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j50]Zhaoyue Wu, Mercedes Eugenia Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan Mario Haut, Antonio Plaza:
Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [c24]Cristina Antón-Munárriz, Rafael Pastor Vargas, Juan Mario Haut, Antonio Robles-Gómez, Mercedes Eugenia Paoletti, José Alberto Benítez-Andrades:
Detection of cerebral ischaemia using transfer learning techniques. CBMS 2023: 589-594 - [c23]Zhaoyue Wu, Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Plaza:
Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection. WHISPERS 2023: 1-5 - 2022
- [j49]Jose L. García, Mercedes Eugenia Paoletti, Luis-Ignacio Jimenez, Juan Mario Haut, Antonio Plaza:
Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j48]Juan Mario Haut, Adrián Alcolea, Mercedes Eugenia Paoletti, Javier Plaza, Javier Resano, Antonio Plaza:
GPU-Friendly Neural Networks for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j47]Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Juan A. Rico-Gallego, Juan Mario Haut:
Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j46]Mercedes Paoletti, Juan Mario Haut, Tayeb Alipourfard, Swalpa Kumar Roy, Eligius M. T. Hendrix, Antonio Plaza:
Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j45]Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Lirong Han, Peng Ren, Javier Plaza, Antonio Plaza:
Endmember Estimation From Hyperspectral Images Using Geometric Distances. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j44]Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Peng Ren, Javier Plaza, Antonio Plaza, Juan Mario Haut:
A New Deep Convolutional Network for Effective Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6999-7012 (2022) - [j43]Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Juan Mario Haut:
Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-20 (2022) - [j42]Swalpa Kumar Roy, Juan Mario Haut, Mercedes Eugenia Paoletti, Shiv Ram Dubey, Antonio Plaza:
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j41]Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza:
Fast Orthogonal Projection for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j40]Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j39]Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Mario Haut:
Heterogeneous gradient computing optimization for scalable deep neural networks. J. Supercomput. 78(11): 13455-13469 (2022) - [c22]Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Juan Mario Haut:
Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product. IGARSS 2022: 1380-1383 - [c21]Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Luis Ignacio Jiménez Gil, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio J. Plaza:
A New 3D Convolution Network for Hyperspectral Unmixing. IGARSS 2022: 1620-1623 - [c20]Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza:
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation. IGARSS 2022: 1979-1982 - [c19]Aurora Cuartero, Mercedes Eugenia Paoletti, A. Rey Presas, Juan Mario Haut:
Bi-Dimensional Vector Data Analysis of Positional Accuracy of Landsat-8 Image with Pycircularstats. IGARSS 2022: 2442-2445 - [c18]Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Gabriele Cavallaro, Juan Mario Haut:
Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification. IGARSS 2022: 2726-2729 - [c17]Aurora Cuartero, Mercedes Eugenia Paoletti, Pablo García Rodríguez, Juan Mario Haut:
PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis. IGARSS 2022: 2876-2879 - 2021
- [j38]Swalpa Kumar Roy, Purbayan Kar, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Robles-Gómez:
SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification. IEEE Access 9: 118419-118434 (2021) - [j37]Antonio Robles-Gómez, Llanos Tobarra, Rafael Pastor Vargas, Roberto Hernández, Juan Mario Haut:
Analyzing the Users' Acceptance of an IoT Cloud Platform Using the UTAUT/TAM Model. IEEE Access 9: 150004-150020 (2021) - [j36]Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego:
Heterogeneous model parallelism for deep neural networks. Neurocomputing 441: 1-12 (2021) - [j35]Tayeb Alipourfard, Mercedes Eugenia Paoletti, Juan Mario Haut, Hossein Arefi, Javier Plaza, Antonio Plaza:
Multibranch Selective Kernel Networks for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(6): 1089-1093 (2021) - [j34]Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza:
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 18(7): 1288-1292 (2021) - [j33]Juan Mario Haut, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Javier Plaza, Juan-Antonio Rico-Gallego, Antonio Plaza:
Distributed Deep Learning for Remote Sensing Data Interpretation. Proc. IEEE 109(8): 1320-1349 (2021) - [j32]Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza:
Endmember Estimation with Maximum Distance Analysis. Remote. Sens. 13(4): 713 (2021) - [j31]Mercedes Eugenia Paoletti, Juan Mario Haut:
Adaptable Convolutional Network for Hyperspectral Image Classification. Remote. Sens. 13(18): 3637 (2021) - [j30]Alejandro Redondo, Juan Mario Haut, Mercedes Eugenia Paoletti, Xuanwen Tao, Javier Plaza, Antonio Plaza:
Analysis of Remotely Sensed Images Through Social Media. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3026-3039 (2021) - [j29]Swalpa Kumar Roy, Ranjan Mondal, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza:
Morphological Convolutional Neural Networks for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 8689-8702 (2021) - [j28]Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza:
FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 5938-5952 (2021) - [j27]Mercedes Eugenia Paoletti, Juan Mario Haut, Nuno S. Pereira, Javier Plaza, Antonio Plaza:
Ghostnet for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(12): 10378-10393 (2021) - [j26]Mercedes Eugenia Paoletti, Xuanwen Tao, Juan Mario Haut, Sergio Moreno-Álvarez, Antonio Plaza:
Deep mixed precision for hyperspectral image classification. J. Supercomput. 77(8): 9190-9201 (2021) - [c16]Ruben Vasallo González, Antonio Robles-Gómez, Rafael Pastor Vargas, Juan Mario Haut, Nicolás A. Passadore, Mercedes Eugenia Paoletti, Carlos Luis Sánchez-Bocanegra, Llanos Tobarra, Karla A. Chacón-Vargas, Roberto Hernández Berlinches, Francesc Saigí Rubió:
A Recommendation System for Electronic Health Records in the Context of the HOPE Project. CBMS 2021: 603-608 - [c15]Llanos Tobarra, Antonio Robles-Gómez, Rafael Pastor Vargas, Roberto Hernández, Juan Mario Haut:
Studying the Students' Learning in LoT@UNED. EDUCON 2021: 1475-1479 - [c14]Juan Mario Haut, Mercedes Eugenia Paoletti, Rafael Pastor Vargas, Llanos Tobarra, Antonio Robles-Gómez, Roberto Hernández, Eligius M. T. Hendrix, J. Li:
Adapting Kernels for Hyperspectral Image Classification. IGARSS 2021: 2540-2543 - [c13]Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, Javier Plaza, Juan Mario Haut, Antonio Plaza:
Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images. IGARSS 2021: 2548-2551 - [c12]Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Eligius M. T. Hendrix, Antonio Plaza:
A New Max-Min Convolutional Network for Hyperspectral Image Classification. WHISPERS 2021: 1-5 - [i1]Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Shiv Ram Dubey, Purbayan Kar, Antonio Plaza, Bidyut B. Chaudhuri:
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks. CoRR abs/2105.10190 (2021) - 2020
- [j25]Mercedes Paoletti, Juan Mario Haut, Swalpa Kumar Roy, Eligius M. T. Hendrix:
Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Access 8: 179575-179591 (2020) - [j24]Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Neighboring Region Dropout for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(6): 1032-1036 (2020) - [j23]Adrián Alcolea, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Resano, Antonio Plaza:
Inference in Supervised Spectral Classifiers for On-Board Hyperspectral Imaging: An Overview. Remote. Sens. 12(3): 534 (2020) - [j22]Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza:
A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification. Remote. Sens. 12(8): 1257 (2020) - [j21]Mercedes Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Neural Ordinary Differential Equations for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(3): 1718-1734 (2020) - [j20]Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza:
A Single Model CNN for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 58(4): 2516-2529 (2020) - [j19]Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Scalable recurrent neural network for hyperspectral image classification. J. Supercomput. 76(11): 8866-8882 (2020) - [j18]Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Javier Plaza:
Training deep neural networks: a static load balancing approach. J. Supercomput. 76(12): 9739-9754 (2020) - [c11]Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Training Capsnets via Active Learning for Hyperspectral Image Classification. IGARSS 2020: 40-43
2010 – 2019
- 2019
- [j17]Juan Mario Haut, Sergio Bernabé, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza:
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(5): 776-780 (2019) - [j16]Juan Mario Haut, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Jun Li:
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model. IEEE Geosci. Remote. Sens. Lett. 16(9): 1432-1436 (2019) - [j15]Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li:
Hyperspectral Image Classification Using Random Occlusion Data Augmentation. IEEE Geosci. Remote. Sens. Lett. 16(11): 1751-1755 (2019) - [j14]José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza:
GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(9): 3156-3167 (2019) - [j13]Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Filiberto Pla:
Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 740-754 (2019) - [j12]Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza:
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 755-769 (2019) - [j11]Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla:
Capsule Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(4): 2145-2160 (2019) - [j10]Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li:
Visual Attention-Driven Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(10): 8065-8080 (2019) - [j9]Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza:
Remote Sensing Image Superresolution Using Deep Residual Channel Attention. IEEE Trans. Geosci. Remote. Sens. 57(11): 9277-9289 (2019) - [j8]Juan Mario Haut, José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel:
Cloud Deep Networks for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 57(12): 9832-9848 (2019) - [c10]Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi:
Accessibility-Free Active Learning for Hyperspectral Image Classification. IGARSS 2019: 409-412 - [c9]Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza:
Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification. IGARSS 2019: 576-579 - [c8]Sergio Bernabé, Carlos García, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis. IGARSS 2019: 9835-9838 - [c7]Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza:
Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising. WHISPERS 2019: 1-4 - 2018
- [j7]Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza:
Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines. J. Real Time Image Process. 15(3): 439-462 (2018) - [j6]Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla:
Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion. IEEE Geosci. Remote. Sens. Lett. 15(9): 1347-1351 (2018) - [j5]Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification. Remote. Sens. 10(9): 1454 (2018) - [j4]Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla:
Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4982-4993 (2018) - [j3]Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Jun Li, Antonio Plaza:
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach. IEEE Trans. Geosci. Remote. Sens. 56(11): 6440-6461 (2018) - [j2]Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla:
A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 56(11): 6792-6810 (2018) - [c6]Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla:
Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products. IGARSS 2018: 2603-2606 - [c5]Juan Mario Haut, Yi Liu, Mercedes Eugenia Paoletti, Xiong Xu, Javier Plaza, Antonio Plaza:
Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images. IGARSS 2018: 3603-3606 - [c4]Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification. IGARSS 2018: 3607-3610 - 2017
- [j1]Juan Mario Haut, Mercedes Paoletti, Javier Plaza, Antonio Plaza:
Cloud implementation of the K-means algorithm for hyperspectral image analysis. J. Supercomput. 73(1): 514-529 (2017) - [c3]Miguel Penalver, Fabio Del Frate, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza:
Onboard payload-data dimensionality reduction. IGARSS 2017: 783-786 - [c2]Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza, Qingshan Liu, Renlong Hang:
Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification. IGARSS 2017: 2247-2250 - 2015
- [c1]Juan Mario Haut, Luis Manso, Daniel Gallego, Mercedes Paoletti, Pablo Bustos, Antonio Bandera, Adrián Romero-Garcés:
A Navigation Agent for Mobile Manipulators. ROBOT (2) 2015: 745-756
Coauthor Index
Mercedes Eugenia Paoletti
aka: Mercedes Paoletti
aka: Mercedes Paoletti
[j67] [j66] [j65] [j64] [j63] [j62] [j61] [j59] [c27] [c26] [c25] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j50] [c24] [c23] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j41] [j40] [j39] [c22] [c21] [c20] [c19] [c18] [c17] [j38] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [c16] [c14] [c13] [c12] [i1] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [c11] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [c10] [c9] [c8] [c7] [j7] [j6] [j5] [j4] [j3] [j2] [c6] [c5] [c4] [j1] [c3] [c2] [c1]
Rafael Pastor 0001
aka: Rafael Pastor Vargas
aka: Rafael Pastor Vargas
Antonio Plaza
aka: Antonio J. Plaza
aka: Antonio J. Plaza
[j62] [j61] [j59] [c26] [j57] [j53] [j52] [j51] [j50] [c23] [j49] [j48] [j46] [j45] [j44] [j42] [j41] [j40] [c21] [c20] [j35] [j34] [j33] [j32] [j30] [j29] [j28] [j27] [j26] [c13] [c12] [i1] [j24] [j23] [j22] [j21] [j20] [j19] [c11] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [c10] [c9] [c8] [c7] [j7] [j6] [j5] [j4] [j3] [j2] [c6] [c5] [c4] [j1] [c3] [c2]
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last updated on 2024-11-19 21:47 CET by the dblp team
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