Antonio J. Plaza

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 36

Top Venues

IGARSS

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Tao Chen, Xiao Gao, Gang Liu, Chen Wang, Zeyang Zhao, Jie Dou, Ruiqing Niu, Antonio J. Plaza
BisDeNet: A New Lightweight Deep Learning-Based Framework for Efficient Landslide Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio J. Plaza
PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Emanuele Torti, Elisa Marenzi, Giovanni Danese, Antonio J. Plaza, Francesco Leporati
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Elena Cristina Rodríguez-Garlito, Abel Paz-Gallardo, Antonio J. Plaza
Mapping the Accumulation of Invasive Aquatic Plants in the Guadiana River, Spain, Using Multitemporal Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J. Plaza
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives. CoRR (2022)
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)
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)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Sicong Liu, Antonio J. Plaza
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Xudong Kang, Antonio J. Plaza
Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise. IEEE Trans. Geosci. Remote. Sens. 59 (10) (2021)
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) (2019)
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)
B. Zhang, Y. Zeng, Q. Wu, R. Zhang, A. B. Magoun, Z. Chen, D. Peng, Jón Atli Benediktsson, B. Liu, L. Zou, J. Li, Antonio J. Plaza, K. Shenai
Scanning the Issue. Proc. IEEE 107 (12) (2019)
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) (2019)
Minh Dao, Chiman Kwan, Sergio Bernabé, Antonio J. Plaza, Krzysztof Koperski
A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Chenying Liu, Jun Li, Lin He, Antonio J. Plaza, Shutao Li, Bo Li
Naive Gabor Networks. CoRR (2019)
Nanjun He, Leyuan Fang, Shutao Li, Antonio J. Plaza
Covariance Matrix Based Feature Fusion for Scene Classification. IGARSS (2018)
Leyuan Fang, Nanjun He, Shutao Li, Antonio J. Plaza, Javier Plaza
A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation. IEEE Trans. Geosci. Remote. Sens. 56 (6) (2018)
Miguel Penalver, Fabio Del Frate, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
Onboard payload-data dimensionality reduction. IGARSS (2017)
Xiong Xu, Xiaohua Tong, Antonio J. Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang
Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery. Remote. Sens. 9 (1) (2017)
Luis-Ignacio Jimenez, Javier Plaza, Antonio J. Plaza
Efficient implementation of morphological index for building/shadow extraction from remotely sensed images. J. Supercomput. 73 (1) (2017)
Luis-Ignacio Jimenez, Sergio Sánchez, Gabriel Martín, Javier Plaza, Antonio J. Plaza
Parallel Implementation of Spatial-Spectral Endmember Extraction on Graphic Processing Units. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (4) (2017)
Yang Xu, Zebin Wu, Jun Li, Antonio J. Plaza, Zhihui Wei
Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Shaoquan Zhang, Jun Li, Kai Liu, Chengzhi Deng, Lin Liu, Antonio J. Plaza
Hyperspectral Unmixing Based on Local Collaborative Sparse Regression. IEEE Geosci. Remote. Sens. Lett. 13 (5) (2016)
Sergio Bernabé, Guillermo Botella, Jose M. R. Navarro, Carlos Orueta, Manuel Prieto-Matías, Antonio J. Plaza
Parallel implementation of the simplex growing algorithm for hyperspectral unmixing using OpenCL. IGARSS (2016)
Alp Ertürk, Sarp Ertürk, Antonio J. Plaza
Unmixing with SLIC superpixels for hyperspectral change detection. IGARSS (2016)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza, Lin Liu
Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54 (10) (2016)
Gabriele Cavallaro, Mauro Dalla Mura, Jón Atli Benediktsson, Antonio J. Plaza
Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li, Antonio J. Plaza
A Gaussian approach to subspace based classification of hyperspectral images. IGARSS (2016)
Jianjun Liu, Zebin Wu, Jun Li, Antonio J. Plaza, Yunhao Yuan
Probabilistic-Kernel Collaborative Representation for Spatial-Spectral Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Meng Xu, Xiuping Jia, Mark R. Pickering, Antonio J. Plaza
Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza
Convex formulation for hyperspectral image classification with superpixels. IGARSS (2016)
Meng Xu, Mark R. Pickering, Antonio J. Plaza, Xiuping Jia
Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis. IEEE Trans. Geosci. Remote. Sens. 54 (3) (2016)
Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio J. Plaza, Jón Atli Benediktsson
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Andrea Marinoni, Antonio J. Plaza, Paolo Gamba
On the detection of linear mixtures in hyperspectral images. IGARSS (2016)
Xiang Xu, Jun Li, Antonio J. Plaza
Fusion of hyperspectral and LiDAR data using morphological component analysis. IGARSS (2016)
Marian-Daniel Iordache, Nitin Bhatia, José M. Bioucas-Dias, Antonio J. Plaza
Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing. IGARSS (2016)
Lianru Gao, Jun Li, Mahdi Khodadadzadeh, Antonio J. Plaza, Bing Zhang, Zhijian He, Huiming Yan
Subspace-Based Support Vector Machines for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12 (2) (2015)
Pedro Achanccaray Diaz, Victor Andres Ayma, Luis-Ignacio Jimenez, Sergio Bernabé, Patrick Nigri Happ, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Antonio J. Plaza
SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images. IGARSS (2015)
Maria Angeles Garcia-Sopo, Aurora Cuartero, Pablo García Rodríguez, Antonio J. Plaza
Hyperspectral and lidar data integration and classification. IGARSS (2015)
Jun Li, Alexander Agathos, Daniela Zaharie, José M. Bioucas-Dias, Antonio J. Plaza, Xia Li
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 53 (9) (2015)
Ruben Marrero, Sebastián López, Gustavo Marrero Callicó, Miguel Angel Veganzones, Antonio J. Plaza, Jocelyn Chanussot, Roberto Sarmiento
A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm. IEEE Trans. Geosci. Remote. Sens. 53 (7) (2015)
Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza
Multiple Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53 (3) (2015)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Vítor Silva
GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. IGARSS (2015)
Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza
B-HYCA: Blind hyperspectral compressive sensing. IGARSS (2015)
Zebin Wu, Jiafu Liu, Antonio J. Plaza, Jun Li, Zhihui Wei
GPU Implementation of Composite Kernels for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12 (9) (2015)
Victor Andres Ayma, Rodrigo S. Ferreira, Patrick Nigri Happ, Dário Augusto Borges Oliveira, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Antonio J. Plaza, Paolo Gamba
On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis. IGARSS (2015)
Jun Li, Inmaculada Dopido, Paolo Gamba, Antonio J. Plaza
Complementarity of Discriminative Classifiers and Spectral Unmixing Techniques for the Interpretation of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53 (5) (2015)
Luis-Ignacio Jimenez, Victor Andres Ayma, Pedro Achanccaray Diaz, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Antonio J. Plaza
Segmentation as postprocessing for hyperspectral image classification. IGARSS (2015)
Luis-Ignacio Jimenez, Antonio J. Plaza
HyperMix: An Open-Source Tool for Fast Spectral Unmixing on Graphics Processing Units. IEEE Geosci. Remote. Sens. Lett. 12 (9) (2015)
Luis-Ignacio Jimenez, Antonio J. Plaza
HyperMix: An open source tool for hyperspectral imaging. IGARSS (2015)
Luis-Ignacio Jimenez, Antonio J. Plaza, Victor Andres Ayma, Pedro Achanccaray Diaz, Gilson A. O. P. da Costa, Raul Queiroz Feitosa
Segmentation as postprocessing for hyperspectral image classification. EUROCON (2015)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Guillermo Botella, Manuel Prieto-Matías
A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL. EUROCON (2015)
Gabriel Martín, José M. Bioucas-Dias, Antonio J. Plaza
HYCA: A New Technique for Hyperspectral Compressive Sensing. IEEE Trans. Geosci. Remote. Sens. 53 (5) (2015)
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio J. Plaza
GPU implementation of spatial preprocessing for spectral unmixing of hyperspectral data. IGARSS (2015)
Germán León, José M. Molero, Ester M. Garzón, Inmaculada García, Antonio J. Plaza, Enrique S. Quintana-Ortí
Exploring the performance-power-energy balance of low-power multicore and manycore architectures for anomaly detection in remote sensing. J. Supercomput. 71 (5) (2015)
Mingmin Chi, Antonio J. Plaza, Jón Atli Benediktsson, Bing Zhang, Bormin Huang
Foreword to the Special Issue on Big Data in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (10) (2015)
Jorge Sevilla, Sergio Bernabé, Antonio J. Plaza
Unmixing-based content retrieval system for remotely sensed hyperspectral imagery on GPUs. J. Supercomput. 70 (2) (2014)
Wing-Kin Ma, José M. Bioucas-Dias, Tsung-Han Chan, Nicolas Gillis, Paul D. Gader, Antonio J. Plaza, Arul-Murugan Ambikapathi, Chong-Yung Chi
A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing. IEEE Signal Process. Mag. 31 (1) (2014)
Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias
A new framework for hyperspectral image classification using multiple spectral and spatial features. IGARSS (2014)
Alexander Agathos, Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
Robust minimum volume simplex analysis for hyperspectral unmixing. EUSIPCO (2014)
Yi Liu, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias, Aurora Cuartero, Pablo García Rodríguez
Spectral partitioning for hyperspectral remote sensing image classification. IGARSS (2014)
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation. IEEE Trans. Image Process. 23 (8) (2014)
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. ICIP (2013)
Miguel Angel Veganzones, Guillaume Tochon, Mauro Dalla Mura, Antonio J. Plaza, Jocelyn Chanussot
A comparison study between windowing and binary partition trees for hyperspectral image information mining. IGARSS (2013)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza
Dictionary pruning in sparse unmixing of hyperspectral data. WHISPERS (2012)
Inmaculada Dopido, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias
A new semi-supervised approach for hyperspectral image classification with different active learning strategies. WHISPERS (2012)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
Nonnegative matrix factorization with collaborativity for hyperspectral unmixing. WHISPERS (2012)
José M. Rodriguez Alves, José M. P. Nascimento, Antonio J. Plaza, Sergio Sánchez, José M. Bioucas-Dias, Vítor Silva
Vertex component analysis GPU-based implementation for hyperspectral unmixing. WHISPERS (2012)
Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson
A new parallel tool for classification of remotely sensed imagery. Comput. Geosci. 46 (2012)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
Semi-supervised discriminative random field for hyperspectral image classification. WHISPERS (2012)
José M. Molero, Abel Paz, Ester M. Garzón, José A. Martínez, Antonio J. Plaza, Inmaculada García
Fast anomaly detection in hyperspectral images with RX method on heterogeneous clusters. J. Supercomput. 58 (3) (2011)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model. WHISPERS (2011)
Alberto Villa, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts. WHISPERS (2011)
Inmaculada Dopido, Alberto Villa, Antonio J. Plaza, Paolo Gamba
A comparative assessment of several processing chains for hyperspectral image classification: What features to use? WHISPERS (2011)
Marian-Daniel Iordache, José M. Bioucas-Dias, Antonio J. Plaza
Total variation regulatization in sparse hyperspectral unmixing. WHISPERS (2011)
Gabriel Martín, Javier Plaza, Antonio J. Plaza
On the incorporation of spatial information to endmember identification algorithms without the pure pixel assumption. WHISPERS (2011)
Marian-Daniel Iordache, Antonio J. Plaza, José M. Bioucas-Dias
Recent developments in sparse hyperspectral unmixing. IGARSS (2010)
Gabriel Martín, Antonio J. Plaza
Spatial-spectral preprocessing for volume-based endmember extraction algorithms using unsupervised clustering. WHISPERS (2010)
Sergio Sánchez, Gabriel Martín, Antonio J. Plaza
Parallel implementation of the N-FINDR endmember extraction algorithm on commodity graphics processing units. IGARSS (2010)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning. IEEE Trans. Geosci. Remote. Sens. 48 (11) (2010)
Gabriel Martín, Antonio J. Plaza
Spatial preprocessing for endmember extraction using unsupervised clustering and orthogonal subspace projection concepts. IGARSS (2010)
Antonio J. Plaza, Javier Plaza
Automatic selection of informative samples for SVM-based classification of hyperspectral data using limited training sets. WHISPERS (2010)
Marian-Daniel Iordache, Antonio J. Plaza, José M. Bioucas-Dias
On the use of spectral libraries to perform sparse unmixing of hyperspectral data. WHISPERS (2010)
Maciel Zortea, Devis Tuia, Fabio Pacifici, Antonio J. Plaza
Spectral-textural endmember extraction. WHISPERS (2010)
Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Antonio J. Plaza
Minimum volume simplicial enclosure for spectral unmixing of remotely sensed hyperspectral data. IGARSS (2010)
Maciel Zortea, Antonio J. Plaza
Spatial-spectral endmember extraction from remotely sensed hyperspectral images using the watershed transformation. IGARSS (2010)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
Exploiting spatial information in semi-supervised hyperspectral image segmentation. WHISPERS (2010)
Mario Parente, Antonio J. Plaza
Survey of geometric and statistical unmixing algorithms for hyperspectral images. WHISPERS (2010)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
Supervised hyperspectral image segmentation using active learning. WHISPERS (2010)
Antonio J. Plaza, Javier Plaza, Abel Paz
Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis. Concurr. Comput. Pract. Exp. 22 (9) (2010)
Antonio J. Plaza
Special issue on architectures and techniques for real-time processing of remotely sensed images. J. Real Time Image Process. 4 (3) (2009)
David Valencia, Antonio J. Plaza
Efficient implementation of morphological opening and closing by reconstruction on multi-core parallel systems. WHISPERS (2009)
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
Semi-supervised hyperspectral image segmentation. WHISPERS (2009)
Antonio J. Plaza, Gabriel Martín, Maciel Zortea
On the incorporation of spatial information to endmember extraction: Survey and algorithm comparison. WHISPERS (2009)
Javier Plaza, Antonio J. Plaza, Cristina Barra
Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines. Sensors 9 (1) (2009)
Antonio J. Plaza
Parallel techniques for information extraction from hyperspectral imagery using heterogeneous networks of workstations. J. Parallel Distributed Comput. 68 (1) (2008)
José A. Sobrino, Juan C. Jiménez-Muñoz, Guillem Sòria, Mireia Romaguera, Luis Guanter, José F. Moreno, Antonio J. Plaza, Pablo Martínez
Land Surface Emissivity Retrieval From Different VNIR and TIR Sensors. IEEE Trans. Geosci. Remote. Sens. 46 (2) (2008)
Antonio J. Plaza
Parallel processing of remotely sensed hyperspectral imagery: full-pixel versus mixed-pixel classification. Concurr. Comput. Pract. Exp. 20 (13) (2008)
Antonio J. Plaza, Andreas Müller, Rudolph Richter, Torbjørn Skauli, Zbynek Malenovský, José M. Bioucas-Dias, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Véronique Carrère, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jón Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski
HYPER-I-NET: European research network on hyperspectral imaging. IGARSS (2007)
Antonio J. Plaza, Jacqueline Le Moigne, Nathan S. Netanyahu
Morphological feature extraction for automatic registration of multispectral images. IGARSS (2007)

Antonio J. Plaza.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Antonio J. Plaza