Juan. M. Haut

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Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainE-mailová adresa ověřena na: unex.es
Javier Plaza MiguelIEEE Senior Member, Full Professor, University of ExtremaduraE-mailová adresa ověřena na: unex.es
Rubén Fernández BeltránUniversity of MurciaE-mailová adresa ověřena na: um.es
Xuanwen Tao (陶渲文)Postdoctoral Researcher@University of AntwerpE-mailová adresa ověřena na: uantwerpen.be
Sergio Moreno-ÁlvarezAssistant Professor at UNED, IEEE Member, PhD in Computer SciencesE-mailová adresa ověřena na: lsi.uned.es
Filiberto PlaInstitute of New Imaging Technologies, University Jaume IE-mailová adresa ověřena na: uji.es
Swalpa Kumar RoyIASc. Associate, Alipurduar Govt. Engineering & Management College, West BengalE-mailová adresa ověřena na: agemc.ac.in
jun liChina University of Geosciences (Wuhan)E-mailová adresa ověřena na: mail.sysu.edu.cn
Peng Ren 任鹏Professor, College of Oceanography and Space Informatics, China University of Petroleum (East China)E-mailová adresa ověřena na: upc.edu.cn
Eligius M. T. HendrixFull professor Universidad de MálagaE-mailová adresa ověřena na: uma.es
Gabriele CavallaroForschungszentrum Jülich and University of IcelandE-mailová adresa ověřena na: fz-juelich.de
Shiv Ram DubeyIndian Institute of Information Technology (IIIT), Allahabad, Prayagraj, BHARATE-mailová adresa ověřena na: iiita.ac.in
Nanjun HeOPPOE-mailová adresa ověřena na: hnu.edu.cn
Shutao Li (李树涛)College of Electrical and Information Engineering, Hunan University (湖南大学电气与信息工程学院)E-mailová adresa ověřena na: hnu.edu.cn
Leyuan FangProfessor in College of Electrical and Information Engineering, Hunan UniversityE-mailová adresa ověřena na: hnu.edu.cn
Pedram GhamisiHZDR & Lancaster University, Group Leader and ProfessorE-mailová adresa ověřena na: hzdr.de
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoE-mailová adresa ověřena na: ing.unitn.it
Javier ResanoUniversidad De ZaragozaE-mailová adresa ověřena na: unizar.es
Adrían Alcolea MorenoUniversidad de ZaragozaE-mailová adresa ověřena na: unizar.es
Sergio Bernabe GarciaAssociate Professor (Profesor Titular) at Complutense University of MadridE-mailová adresa ověřena na: ucm.es

Sledovat

Juan. M. Haut

Associate Professor, Dpt. of Computer and Communications, University of Extremadura

E-mailová adresa ověřena na: unex.es - Domovská stránka

Remote Sensing Deep Learning Hyperspectral


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
Deep learning classifiers for hyperspectral imaging: A review ME Paoletti, JM Haut, J Plaza, A Plaza ISPRS Journal of Photogrammetry and Remote Sensing 158, 279-317, 2019	930	2019
A new deep convolutional neural network for fast hyperspectral image classification ME Paoletti, JM Haut, J Plaza, A Plaza ISPRS journal of photogrammetry and remote sensing 145, 120-147, 2018	635	2018
Deep pyramidal residual networks for spectral–spatial hyperspectral image classification ME Paoletti, JM Haut, R Fernandez-Beltran, J Plaza, AJ Plaza, F Pla IEEE Transactions on Geoscience and Remote Sensing 57 (2), 740-754, 2018	501	2018
Capsule networks for hyperspectral image classification ME Paoletti, JM Haut, R Fernandez-Beltran, J Plaza, A Plaza, J Li, F Pla IEEE Transactions on Geoscience and Remote Sensing 57 (4), 2145-2160, 2018	380	2018
Active learning with convolutional neural networks for hyperspectral image classification using a new Bayesian approach JM Haut, ME Paoletti, J Plaza, J Li, A Plaza IEEE Transactions on Geoscience and Remote Sensing 56 (11), 6440-6461, 2018	319	2018
Feature extraction with multiscale covariance maps for hyperspectral image classification N He, ME Paoletti, JM Haut, L Fang, S Li, A Plaza, J Plaza IEEE Transactions on Geoscience and Remote Sensing, 1-15, 2018	266	2018
Visual attention-driven hyperspectral image classification JM Haut, ME Paoletti, J Plaza, A Plaza, J Li IEEE transactions on geoscience and remote sensing 57 (10), 8065-8080, 2019	238	2019
A new deep generative network for unsupervised remote sensing single-image super-resolution JM Haut, R Fernandez-Beltran, ME Paoletti, J Plaza, A Plaza, F Pla IEEE Transactions on Geoscience and Remote sensing 56 (11), 6792-6810, 2018	184	2018
Spectral–spatial morphological attention transformer for hyperspectral image classification SK Roy, A Deria, C Shah, JM Haut, Q Du, A Plaza IEEE Transactions on Geoscience and Remote Sensing 61, 1-15, 2023	169	2023
A single model CNN for hyperspectral image denoising A Maffei, JM Haut, ME Paoletti, J Plaza, L Bruzzone, A Plaza IEEE Transactions on Geoscience and Remote Sensing 58 (4), 2516-2529, 2019	148	2019
Hyperspectral image classification using random occlusion data augmentation JM Haut, ME Paoletti, J Plaza, A Plaza, J Li IEEE Geoscience and Remote Sensing Letters 16 (11), 1751-1755, 2019	146	2019
Cloud implementation of the K-means algorithm for hyperspectral image analysis JM Haut, M Paoletti, J Plaza, A Plaza The Journal of Supercomputing 73, 514-529, 2017	142	2017
Deep&dense convolutional neural network for hyperspectral image classification ME Paoletti, JM Haut, J Plaza, A Plaza Remote Sensing 10 (9), 1454, 2018	114	2018
Ghostnet for hyperspectral image classification ME Paoletti, JM Haut, NS Pereira, J Plaza, A Plaza IEEE Transactions on Geoscience and Remote Sensing, 2021	110	2021
Remote sensing image superresolution using deep residual channel attention JM Haut, R Fernandez-Beltran, ME Paoletti, J Plaza, A Plaza IEEE Transactions on Geoscience and Remote Sensing 57 (11), 9277-9289, 2019	106	2019
Generative adversarial minority oversampling for spectral–spatial hyperspectral image classification SK Roy, JM Haut, ME Paoletti, SR Dubey, A Plaza IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021	96	2021
Hyperspectral anomaly detection with relaxed collaborative representation Z Wu, H Su, X Tao, L Han, ME Paoletti, JM Haut, J Plaza, A Plaza IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2022	90	2022
Remote sensing single-image superresolution based on a deep compendium model JM Haut, ME Paoletti, R Fernández-Beltran, J Plaza, A Plaza, J Li IEEE Geoscience and Remote Sensing Letters 16 (9), 1432-1436, 2019	85	2019
Remote sensing image fusion using hierarchical multimodal probabilistic latent semantic analysis R Fernandez-Beltran, JM Haut, ME Paoletti, J Plaza, A Plaza, F Pla IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018	83	2018
Morphological convolutional neural networks for hyperspectral image classification SK Roy, R Mondal, ME Paoletti, JM Haut, A Plaza IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021	81	2021

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