Juan Mario Haut

发表

Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018, Remote. Sens..

A Navigation Agent for Mobile Manipulators

Mercedes Eugenia Paoletti, Juan Mario Haut, Luis J. Manso, 2015, ROBOT.

Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification

Antonio J. Plaza, Filiberto Pla, Javier Plaza, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Image Classification Using Random Occlusion Data Augmentation

Jun Li, Antonio Plaza, Javier Plaza, 2019, IEEE Geoscience and Remote Sensing Letters.

Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images

Antonio J. Plaza, Yi Liu, Xiong Xu, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification

Antonio J. Plaza, Qingshan Liu, Javier Plaza, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Cloud Implementation of Multinomial Logistic Regression for UAV Hyperspectral Images

Mercedes Eugenia Paoletti, Juan Mario Haut, Mercedes E. Paoletti, 2020, IEEE Journal on Miniaturization for Air and Space Systems.

Cloud implementation of the K-means algorithm for hyperspectral image analysis

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2016, The Journal of Supercomputing.

A new deep convolutional neural network for fast hyperspectral image classification

Antonio Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2017, ISPRS Journal of Photogrammetry and Remote Sensing.

A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2020, Remote. Sens..

Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach

Jun Li, Antonio Plaza, Javier Plaza, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Onboard payload-data dimensionality reduction

Antonio J. Plaza, Fabio Del Frate, Javier Plaza, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018, Journal of Real-Time Image Processing.

A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution

Filiberto Pla, Antonio Plaza, Javier Plaza, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis

Antonio J. Plaza, Filiberto Pla, Javier Plaza, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Neighboring Region Dropout for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2020, IEEE Geoscience and Remote Sensing Letters.

Cloud Deep Networks for Hyperspectral Image Analysis

Antonio Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2019, IEEE Transactions on Geoscience and Remote Sensing.

GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Multibranch Selective Kernel Networks for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2021, IEEE Geoscience and Remote Sensing Letters.

Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification

Shutao Li, Nanjun He, Leyuan Fang, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Neural Ordinary Differential Equations for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products

Antonio J. Plaza, Filiberto Pla, Javier Plaza, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Remote Sensing Image Superresolution Using Deep Residual Channel Attention

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Capsule Networks for Hyperspectral Image Classification

Filiberto Pla, Jun Li, Antonio Plaza, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Endmember Estimation with Maximum Distance Analysis

Antonio J. Plaza, Peng Ren, Javier Plaza, 2021, Remote. Sens..

Heterogeneous model parallelism for deep neural networks

Mercedes Eugenia Paoletti, Juan Mario Haut, Juan A. Rico-Gallego, 2021, Neurocomputing.

A Recommendation System for Electronic Health Records in the Context of the HOPE Project

Antonio Robles-Gómez, Llanos Tobarra, Mercedes Eugenia Paoletti, 2021, 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS).

Adaptable Convolutional Network for Hyperspectral Image Classification

Mercedes Eugenia Paoletti, Juan Mario Haut, J. M. Haut, 2021, Remote. Sens..

Yinyang K-means clustering for hyperspectral image analysis

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018 .

Cloud implementation of logistic regression for hyperspectral image classification

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018 .