PUBLICATIONS
OF
ANTONIO J. PLAZA
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Journal
Papers
(216):
- M.
E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. A
New Deep Convolutional Neural Network for Fast Hyperspectral Image
Classification. ISPRS Journal of Photogrammetry and Remote
Sensing, accepted for publication, 2018 (pdf)
[IF(2016)=6.387].
- S.
Zang, J. Li, Z. Wu and A. Plaza. Spatial
Discontinuity-Weighted Sparse Unmixing of Hyperspectral Images.
IEEE
Transactions
on Geoscience and Remote Sensing, accepted for publication, 2018
[IF(2016)=4.942].
- L.
Fang, N. He, S. Li, A. Plaza and J. Plaza. A New
Spatial-Spectral Feature Extraction Method for Hyperspectral
Images Using Local Covariance Matrix Representation.
IEEE
Transactions
on Geoscience and Remote Sensing, accepted for publication, 2018
(pdf)
[IF(2016)=4.942].
- S.
Zhang, J. Li, H.-C. Li, C. Deng and A. Plaza. Spectral-Spatial
Weighted Sparse Regression for Hyperspectral Image Unmixing.
IEEE
Transactions
on Geoscience and Remote Sensing, accepted for publication, 2018
(pdf)
[IF(2016)=4.942].
- A.
Fontanella, E. Marenzi, E. Torti, G. Danese, A. Paza
and F. Leporati. A
Suite of Parallel Algorithms for Efficient Band
Selection from Hyperspectral Images. Journal
of Real-Time Image Processing, accepted for publication,
2018 (pdf)
[IF(2016)=2.010].
- C.
Li, L. Gao, Y. Wu, B. Zhang, J. Plaza and A. Plaza.
A Real-Time
Unsupervised Background Extraction-Based Target
Detection Method for Hyperspectral Imagery.
Journal of Real-Time Image Processing, accepted for
publication, 2018 (pdf)
[IF(2016)=2.010].
- C.
Li, L. Gao, A. Plaza and B. Zhang. FPGA
Implementation of a Maximum Simplex Volume Algorithm for
Endmember Extraction from Remotely Sensed Hyperspectral
Images. Journal of Real-Time Image Processing,
accepted for publication, 2018 (pdf)
[IF(2016)=2.010].
- E.
Torti, A. Fontanella and A. Plaza. Parallel
Real-Time Virtual Dimensionality Estimation for
Hyperspectral Images.
Journal of Real-Time Image Processing, accepted for
publication, 2018 (pdf)
[IF(2016)=2.010].
- Y.
Liu, F. Condessa, J. Bioucas-Dias, J. Li, P. Du and A. Plaza. Convex
Formulation for Multiband Image Classification with
Superpixel-Based Spatial Regularization. IEEE
Transactions
on Geoscience and Remote Sensing, vol. 56, no. 5, pp. 2704-2721,
May 2018 (pdf)
[IF(2016)=4.942].
- S.
Bernabe, L. I. Jimenez, C.
Garcia, J. Plaza and A.
Plaza. Multi-Core
Real-Time Implementation
of a Full Hyperspectral
Unmixing Chain. IEEE
Geoscience and Remote
Sensing Letters, vol. 15,
no. 5, pp. 744-748, May 2018
(pdf)
[IF(2016)=2.761].
- S.
Chakravortty, J. Li and A. Plaza. A
Technique for Sub-Pixel Analysis of Dynamic Mangrove Ecosystems
with Time-Series Hyperspectral Image Data. IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 11, no. 4, pp.
1244-1252, April 2018 (pdf)
[IF(2016)=2.913].
- Z.
Wu, L. Shi, J. Li, Q. Wang, L. Sun, Z. Wei, J. Plaza and A.
Plaza. GPU Parallel
Implementation of Spatially Adaptive Hyperspectral Image
Classification.
IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 11, no. 4, pp.
1131-1143, April 2018 (pdf)
[IF(2016)=2.913].
- X.
Xu, J. Li, C. Wu and A. Plaza. Regional
Clustering-Based Spatial Preprocessing for Hyperspectral Unmixing.
Remote Sensing of Environment, vol. 204, no. 1, pp. 333-346, January
2018 (pdf)
[IF(2016)=6.265].
- P.
Ghamisi, N. Yokoya, J. Li, W. Liao, S. Liu, J. Plaza, B. Rasti and
A. Plaza. Advances in
Hyperspectral Image and Signal Processing: A Comprehensive
Overview of the State of the Art. IEEE
Geoscience and Remote Sensing Magazine, vol. 5, no. 4, pp.
37-78, December 2017 (pdf)
[IF(2016)=2.676].
- W.
Wei, L. Zhang, C. Tian, A. Plaza and Y. Zhang. Structured
Sparse Coding Based Hyperspectral Imagery Denoising with
Intra-Cluster Filtering.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 55,
no. 12, pp. 6860-6876, December 2017 (pdf)
[IF(2016)=4.942].
- B.
Rasti, P. Ghamisi, J. Plaza and A. Plaza. Fusion
of Hyperspectral and LiDAR Data Using Sparse and Low-Rank
Component Analysis. IEEE
Transactions on Geoscience and Remote Sensing, vol. 55,
no. 11, pp. 6354-6365, November 2017 (pdf)
[IF(2016)=4.942].
- A.
Plaza, J. A. Benediktsson, J. Li, T. Yang and B. Zhang. Scanning
the Issue: Spatial Technology and Social Media. Proceedings
of the IEEE,
vol. 105, no. 10, pp. 1851-1854, October 2017 (pdf)
[IF(2016)=9.237].
- J
Li, J. A. Benediktsson, B. Zhang, T. Yang and A. Plaza. Spatial
Technology and Social Media in Remote Sensing: A Survey.
Proceedings of the IEEE,
vol. 105, no. 10, pp. 1855-1864, October, 2017 (pdf)
[IF(2016)=9.237].
- J
Li, J. A. Benediktsson, B. Zhang, T. Yang and A. Plaza. Spatial
Technology and Social Media in Remote Sensing: Challenges and
Opportunities. Proceedings of the IEEE,
vol. 105, no. 9, pp. 1583-1585, September 2017 (pdf)
[IF(2016)=9.237].
- A.
Marinoni, A. Plaza and P. Gamba. A
Novel Pre-Unmixing Framework for Efficient Detection of Linear
Mixtures in Hyperspectral Images. IEEE
Transactions on Geoscience and Remote Sensing, vol. 55, no. 8, pp.
4325-4333, August 2017 (pdf)
[IF(2016)=4.942].
- R.
Wang, H.-C. Li, A. Pizurica, J. Li, A. Plaza
and W. J. Emery. Hyperspectral
Unmixing using Double Reweighted Sparse
Regression and Total Variation. IEEE
Geoscience and Remote Sensing Letters, vol.
14, no. 7, pp. 1146-1150, July 2017 (pdf)
[IF(2016)=2.761].
- S.
Bernabe, G. Botella, G. Martin, M.
Prieto-Matias and A. Plaza. Parallel
Implementation of a Full Hyperspectral
Unmixing Chain Using OpenCL.
IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 10, no. 6, pp.
2452-2461, June 2017 (pdf)
[IF(2016)=2.913].
- N.
Yokoya, X. Zhu and A. Plaza. Multisensor
Coupled Spectral Unmixing for Time-Series Analysis.
IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no.
5, pp. 2842-2857, May 2017 (pdf)
[IF(2016)=4.942].
- R.
Hang, Q. Liu, Y. Sun, X. Yuan, H. Pei, J. Plaza and A. Plaza. Robust
Matrix Discriminative Analysis for Feature Extraction from
Hyperspectral Images.
IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 10, no. 5, pp.
2002-2011, May 2017 (pdf)
[IF(2016)=2.913].
- L.
I. Jimenez, S. Sanchez, G. Martin, J. Plaza and A. Plaza. Parallel
Implementation of Spatial-Spectral Endmember Extraction on
Graphics Processing Units.
IEEE
Journal of Selected Topics in Applied Earth Observations
and Remote Sensing, vol. 10, no. 4, pp. 1247-1255, April
2017 (pdf)
[IF(2016)=2.913].
- X.
Xu, X. Tong, A. Plaza, Y. Zhong, H. Xie and L. Zhang. Using
Linear Spectral Unmixing for Sub-Pixel Mapping of Hyperspectral
Imagery: A Quantitative Assessment.
IEEE
Journal of Selected Topics in Applied Earth Observations
and Remote Sensing, vol. 10, no. 10, pp. 1589-1600, April
2017 (pdf)
[IF(2016)=2.913].
- L.
He, J. Li, A. Plaza and Y. Li. Discriminative
Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral
Image Classification. IEEE Transactions on Geoscience and
Remote Sensing, vol. 55, no. 3, pp. 1381-1395, March 2017 (pdf)
[IF(2016)=4.942].
- S.
Bernabe, G. Botella, J. M. R. Navarro, C. Orueta, F. D. Igual, M.
Prieto-Matias and A. Plaza. Performance-Power
Evaluation of an OpenCL Implementation of the Simplex Growing
Algorithm for Hyperspectral Unmixing.
IEEE
Geoscience and Remote Sensing Letters, vol. 14, no. 3, pp.
304-308, March 2017 (pdf)
[IF(2016)=2.761].
- S.
Liu, M. Chi, Y. Zou, A. Samat, J. A. Benediktsson and A. Plaza. Oil
Spill Detection via Multitemporal Optical Remote Sensing Images: A
Change Detection Perspective. IEEE
Geoscience and Remote Sensing Letters, vol. 14, no. 3, pp.
324-328, March 2017 (pdf)
[IF(2016)=2.761].
- P.
Ghamisi, J. Plaza, Y. Chen, J. Li and A. Plaza. Advanced
Supervised Spectral Classifiers for Hyperspectral Images: A Review.
IEEE
Geoscience and Remote Sensing Magazine, vol. 5, no. 1, pp. 8-32,
March 2017 (pdf)
[IF(2016)=2.676].
- V.
Ayma, P. Happ, R. Ferreira, A. Oliveira, R. Feitosa, G. da Costa and
A. Plaza. A New Cloud Computing
Architecture for the Classification of Remote Sensing Data.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 14, no. 2, pp. 409-416, February 2017 (pdf)
[IF(2016)=2.913].
- Y.
Liu, J. Li, P. Du, A. Plaza, X. Jia and X. Zhang. Class-Oriented
Spectral Partitioning for Remotely Sensed Hyperspectral
Image Classification.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 14, no. 2, pp. 691-711, February 2017 (pdf)
[IF(2016)=2.913].
- H.
Zhai, H. Zhang, L. Zhang, P. Li and A. Plaza. A
New Sparse Subspace Clustering Algorithm for Hyperspectral Remote
Sensing Imagery. IEEE
Geoscience and Remote Sensing Letters, vol. 14, no. 1, pp. 43-47,
January 2017 (pdf)
[IF(2016)=2.761].
- A.
Erturk, M. D. Iordache and A. Plaza. Sparse
Unmixing with Dictionary Pruning for Hyperspectral Change
Detection.
IEEE
Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 10, no. 1,
pp. 321-330, January 2017 (pdf)
[IF(2016)=2.913].
- J.
Guo, X. Zhou, J. Li, A. Plaza and S. Prasad. Superpixel
Based Active Learning and Online Feature Importance Learning for
Hyperspectral Image Analysis.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 10, no. 1, pp. 347-359, January 2017 (pdf)
[IF(2016)=2.913].
- L.
I. Jimenez, J. Plaza and A. Plaza. Efficient
Implementation of Morphological Index for
Building/Shadow Extraction from Remotely Sensed Images.
Journal of Supercomputing,
vol. 73, no. 1, pp. 482-494, January,
2017 (pdf)
[IF(2016)=1.929].
- J.
M. Haut, M. E. Paoletti, J. Plaza and A. Plaza. Cloud
Implementation of the K-Means Algorithm for
Hyperspectral Image Analysis. Journal of
Supercomputing,
vol. 73, no. 1, pp. 514-529, January,
2017 (pdf)
[IF(2016)=1.929].
- X.
Xu, X. Tong, A. Plaza, Y. Zhong, H. Xie and L.
Zhang. Joint
Sparse Sub-Pixel Mapping Model with Endmember
Variability for Remotely Sensed Imagery.
Remote Sensing, vol. 9, no. 1, pp. 15, January
2017 (pdf)
[IF(2016)=3.244].
- Y.
Wu, X. Yang, A. Plaza, F. Qiao, L. Gao, B. Zhang and Y. Cui. Approximate
Computing of Remotely Sensed Data: SVM Hyperspectral Image
Classification as a Case Study.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 12, pp. 5806-5818, December 2016 (pdf)
[IF(2016)=2.913].
- W.
Luo, L. Gao, A. Plaza, A. Marinoni, B. Yang, L. Zhong, P.
Gamba and B. Zhang. A New
Algorithm for Bilinear Spectral Unmixing of Hyperspectral
Images Using Particle Swarm Optimization.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 12, pp. 5776-5790, December 2016 (pdf)
[IF(2016)=2.913].
- M.
Chi, A. Plaza, J. A. Benediktsson, Z. Sun, J. Shen and Y. Zhu. Big
Data for Remote Sensing: Challenges and Opportunities.
Proceedings
of the IEEE, vol. 104, no. 11, pp. 2207-2219, November 2016 (pdf)
[IF(2016)=9.237].
- L.
I. Jimenez, G. Martin, S. Sanchez, C. Gonzalez, S.
Bernabe, J. Plaza and A. Plaza. GPU
Implementation of Spatial-Spectral Preprocessing for
Hyperspectral Unmixing.
IEEE
Geoscience and Remote Sensing Letters, vol. 13, no. 11, pp.
1671-1675, November 2016 (pdf)
[IF(2016)=2.761].
- J.
Li, J. M. Bioucas-Dias, A. Plaza and L. Liu. Robust
Collaborative Nonnegative Matrix Factorization for Hyperspectral
Unmixing.
IEEE Transactions on Geoscience and Remote Sensing, vol.
54, no. 10, pp. 6076-6090, October 2016 (pdf)
[IF(2016)=4.942].
- J.
Liu, Z. Wu, J. Li, L. Xiao, A. Plaza and J. A. Benediktsson. Spatial-Spectral
Hyperspectral Image Classification Using Random Multiscale
Representation.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 9, pp. 4129-4141, September 2016 (pdf)
[IF(2016)=2.913].
- A.
Marinoni, A. Plaza and P. Gamba. Harmonic
Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 9, pp. 4247-4256, September 2016 (pdf)
[IF(2016)=2.913].
- C.
Gonzalez, S. Bernabe, D. Mozos and A. Plaza. FPGA
Implementation of an Algorithm for Automatically Detecting
Targets in Remotely Sensed Hyperspectral Images.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 9, pp. 4334-4343, September
2016 (pdf)
[IF(2016)=2.913].
- X.
Tong, X. Xu, A. Plaza, H. Xie, H. Pan, W. Cao and D. Lv. A
New Genetic Method for Sub-Pixel Mapping Using Hyperspectral
Images.
IEEE
Journal of Selected Topics in Applied Earth Observations
and Remote Sensing, vol. 9, no. 9, pp. 4480-4491,
September 2016
(pdf)
[IF(2016)=2.913].
- K.
Tan, X. Jin, A. Plaza, X. Wang, L. Xiao and P. Du. Automatic
Change Detection in High-Resolution Remote Sensing Images by
using a Multiple Classifier System and Spectral-Spatial
Features.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 8, pp. 3439-3451, August 2016 (pdf)
[IF(2016)=2.913].
- G.
Cavallaro, M. Dalla Mura, J. A. Benediktsson and A. Plaza. Remote
Sensing Image Classification Using Attribute Filters Defined
over the Tree of Shapes.
IEEE Transactions on Geoscience and Remote Sensing, vol. 54,
no. 7, pp. 3899-3911, July 2016 (pdf)
[IF(2016)=4.942].
- X.
Guo, X. Huang, L. Zhang, L. Zhang, A. Plaza and J. A.
Benediktsson. Support Tensor
Machines for Classification of Hyperspectral Remote Sensing
Imagery.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 6, pp.
3248-3264, June 2016 (pdf)
[IF(2016)=4.942].
- Z.
Wu, Y. Li, A. Plaza, J. Li, F. Xiao and Z. Wei. Parallel
and Distributed Dimensionality Reduction of Hyperspectral Data on
Cloud Computing Architectures.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 6, pp. 2270-2278, June 2016 (pdf)
[IF(2016)=2.913].
- M.
Xu, X. Jia, M. Pickering and A. Plaza. Cloud
Removal Based on Sparse Representation via Multitemporal
Dictionary Learning. IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 5, pp.
2998-3006, May 2016 (pdf)
[IF(2016)=4.942].
- X.
Xu, J. Li, X. Huang, M. Dalla Mura and A. Plaza. Multiple
Morphological Component Analysis Based Decomposition for Remote
Sensing Image Classification. IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 5, pp.
3083-3102, May 2016 (pdf)
[IF(2016)=4.942].
- S.
Zhang, J. Li, K. Liu, C. Deng, L. Liu and A. Plaza. Hyperspectral
Unmixing Based on Local Collaborative Sparse Regression.
IEEE
Geoscience and Remote Sensing Letters, vol. 13, no. 5, pp. 631-635,
May 2016 (pdf)
[IF(2016)=2.761].
- Y.
Xu, Z. Wu, J. Li, A. Plaza and Z. Wei. Anomaly
Detection in Hyperspectral Images Based on Low-Rank and Sparse
Representation.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 4, pp.
1990-2000, April 2016 (pdf)
[IF(2016)=4.942].
- J.
Liu, Z. Wu, J. Li, A. Plaza and Y. Yuan. Probabilistic
Kernel Collaborative Representation for Spatial-Spectral
Hyperspectral Image Classification.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 4, pp.
2371-2384, April 2016 (pdf)
[IF(2016)=4.942].
- B.
Song, P. Li, J. Li and A. Plaza. One-Class
Classification of Remote Sensing Images Using Kernel Sparse
Representation. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 4, pp. 1613-1623, April
2016
(pdf)
[IF(2016)=2.913].
- M.
Xu, M. Pickering, A. Plaza and X. Jia. Thin
Cloud Removal Based on Signal Transmission Principles and Spectral
Mixture Analysis. IEEE
Transactions on Geoscience and Remote Sensing, vol. 54, no. 3, pp.
1659-1669, March 2016 (pdf)
[IF(2016)=4.942].
- J.
Li, M. Khodadadzadeh, A. Plaza, X. Jia and J. M. Bioucas-Dias. A
Discontinuity Preserving Relaxation Scheme for Spectral-Spatial
Hyperspectral Image Classification. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 625-639,
February 2016 (pdf)
[IF(2016)=2.913].
- Y.
Liu, J. Li and A. Plaza. Spectrometer-Driven Spectral
Partitioning for Hyperspectral Image Classification.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 668-680, February 2016
(pdf)
[IF(2016)=2.913].
- A.
Erturk, M. D. Iordache and A. Plaza. Sparse
Unmixing Based Change Detection for Multi-Temporal Hyperspectral
Images. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 708-719, February 2016
(pdf)
[IF(2016)=2.913].
- T.
Schmid, M. Rodriguez-Rastrero, P. Escribano, A. Palacios-Orueta, E.
Ben Dor, A. Plaza, R. Milewski, M. Huesca, A. Bracken, V. Cicuendez,
M. Pelayo and S. Chabrillat. Characterization
of Soil Erosion Indicators Using Hyperspectral Data from a
Mediterranean Cultivated Region. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 845-860, February
2016 (pdf)
[IF(2016)=2.913].
- S.
Bernabe, G. Martin, J. M. P. Nascimento, J. M. Bioucas-Dias, A.
Plaza and V. Silva. Parallel Hyperspectral Coded Aperture for
Compressive Sensing on GPUs.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 932-944, February 2016
(pdf)
[IF(2016)=2.913].
- E.
Torti, G. Danese, F. Leporati and A. Plaza. A
Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 945-951,
February 2016 (pdf)
[IF(2016)=2.913].
- J.
Delgado, G. Martin, J. Plaza, L. I. Jimenez and A. Plaza. Fast
Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data
on Graphics Processing Units. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 9, no. 2, pp. 952-961, February 2016
(pdf)
[IF(2016)=2.913].
- F.
Sierra-Pajuelo, A. Paz and A. Plaza. Performance
Optimizations for an Automatic Target Generation Process in
Hyperspectral Analysis. Scalable
Computing: Practice and Experience,
vol. 17, no. 1, pp. 1-11, January 2016
(pdf).
- J.
Sevilla, L. I. Jimenez and A. Plaza. Sparse
Unmixing-Based Content Retrieval of Hyperspectral Images on
Graphics Processing Units. IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 12, pp.
2443-2447, December 2015 (pdf)
[IF(2015)=2.228].
- S.
Sanchez, P. Marpu, A. Plaza and A. Paz. Parallel
Implementation of Polarimetric Synthetic Aperture Radar Data
Processing for Unsupervised Classification Using the Complex
Wishart Classifier.
IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 11, pp. 1939-5387, November
2015 (pdf)
[IF(2015)=2.145].
- M.
Chi, A. Plaza, J. A. Benediktsson, B. Zhang and B. Huang. Foreword
to the Special Issue on Big Data in Remote Sensing. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 10, pp. 4607-4609, October 2015 (pdf)
[IF(2015)=2.145].
- G.
Cavallaro, M. Riedel, M. Richerzhagen, J. A. Benediktsson and A.
Plaza. On Understanding Big Data
Impacts in Remotely Sensed Image Classification Using Support
Vector Machine Methods. IEEE
Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol.
8, no. 10, pp. 4634-4646, October 2015 (pdf)
[IF(2015)=2.145].
- J.
Li, A. Agathos, D. Zaharie, J. M. Bioucas-Dias, A. Plaza and X. Li.
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear
Hyperspectral Unmixing.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 9, pp.
5067-5082, September 2015 (pdf)
[IF(2015)=3.360].
- Z.
Wu, J. Liu, A. Plaza, J. Li and Z. Wei. GPU
Implementation of Composite Kernels for Hyperspectral Image
Classification. IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 9, pp.
1973-1977, September 2015 (pdf)
[IF(2015)=2.228].
- L.
I. Jimenez and A. Plaza. HyperMix: An Open-Source Tool for Fast
Spectral Unmixing on Graphics Processing Units. IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 9, pp.
1883-1887, September 2015 (pdf)
[IF(2015)=2.228].
- S.
Sanchez, R. Ramalho, L. Sousa and A. Plaza. Real-Time
Implementation of Remotely Sensed Hyperspectral Image Unmixing on
GPUs. Journal of Real-Time Image Processing, vol. 10, no. 3,
pp. 469-483, September 2015 (pdf)
[IF(2015)=1.564].
- R.
Marrero, S. Lopez, G. M. Callico, M. A. Veganzones, A. Plaza, J.
Chanussot and R. Sarmiento. A Novel Negative Abundance-Oriented
Hyperspectral Unmixing Algorithm.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 7, pp.
3772-3790,
July 2015 (pdf)
[IF(2015)=3.360].
- Z.
Wu, Q. Wang, A. Plaza, J. Li, L. Sun and Z. Wei. Real-Time
Implementation of the Sparse Multinomial Logistic Regression for
Hyperspectral Image Classification on GPUs.
IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 7, pp.
1456-1460, July 2015 (pdf)
[IF(2015)=2.228].
- L.
Gao, J. Gao, J. Li, A. Plaza, L. Zhuang, X. Sun and B. Zhang. Multiple
Algorithm Integration Based on Ant Colony Optimization for
Endmember Extraction from Hyperspectral Imagery.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 8, no. 6, pp. 2569-2582, June 2015 (pdf)
[IF(2015)=2.145].
- L.
Zhuang, B. Zhang, L. Gao, J. Li and A. Plaza. Normal Endmember
Spectral Unmixing Method for Hyperspectral Imagery.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2598-2606,
June 2015 (pdf)
[IF(2015)=2.145].
- A.
Marinoni, J. Plaza, A. Plaza and P. Gamba. Nonlinear
Hyperspectral Unmixing Using Nonlinearity Order Estimation and
Polytope Decomposition.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2644-2654,
June 2015 (pdf)
[IF(2015)=2.145].
- Z.
Wu, Q. Wang, A. Plaza, J. Li, J. Liu and Z. Wei. Parallel
Implementation of Sparse Representation Classifiers for
Hyperspectral Imagery on GPUs.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2926-2938,
June 2015 (pdf)
[IF(2015)=2.145].
- Z.
Wu, Q. Wang, A. Plaza, J. Li, L. Sun and Z. Wei. Parallel
Spatial-Spectral Hyperspectral Image Classification with Sparse
Representation and Markov Random Fields on GPUs.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6,
pp. 2926-2938, June 2015 (pdf)
[IF(2015)=2.145].
- E.
M. Sigurdsson, A. Plaza and J. A. Benediktsson. GPU
Implementation of Iterative Constrained Endmember Extraction from
Remotely Sensed Hyperspectral Images.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2939-2949,
June 2015 (pdf)
[IF(2015)=2.145].
- B.
Yang, L. Gao, A. Plaza, M. Yang and B. Zhang. Dual Mode FPGA
Implementation of Target and Anomaly Detection Algorithms for
Real-Time Hyperspectral Imaging.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2950-2961,
June 2015 (pdf)
[IF(2015)=2.145].
- M.
Khodadadzadeh, J. Li, S. Prasad and A. Plaza. Fusion of
Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature
Learning.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 8, no. 6, pp. 2971-2983,
June 2015 (pdf)
[IF(2015)=2.145].
- P.
Du, Z. Xue, J. Li and A. Plaza. Learning Discriminative Sparse
Representations for Hyperspectral Image Classification.
IEEE
Journal of Selected Topics in Signal Processing, vol. 9, no. 6, pp.
1089-1104, June 2015 (pdf)
[IF(2015)=2.569].
- A.
Ertürk and A. Plaza. Informative Change Detection for
Hyperspectral Images by Unmixing.
IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 6, pp.
1252-1256, June 2015 (pdf)
[IF(2015)=2.228].
- P.
Benner, V. Novakovic, A. Plaza, E. S. Quintana-Orti and A. Remon. Fast
and Reliable Noise Estimation for Hyperspectral Subspace
Identification. IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 6, pp.
1199-1203, June 2015 (pdf)
[IF(2015)=2.228].
- J.
Li, I. Dopido, P. Gamba and A. Plaza. Complementarity of
Discriminative Classifiers and Spectral Unmixing Techniques for
the Interpretation of Hyperspectral Images.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 5, pp.
2899-2912,
May 2015 (pdf)
[IF(2015)=3.360].
- G.
Martin, J. M. Bioucas-Dias and A. Plaza. HYCA:
A New Technique for Hyperspectral Compressive Sensing.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 5, pp.
2819-2831, May
2015 (pdf)
[IF(2015)=3.360].
- G.
Leon, J. M. Molero, E. M. Garzon, I. Garcia, A. Plaza and E. S.
Quintana-Orti. Exploring the Performance-Power-Energy Balance of
Low-Power Multicore and Manycore Architectures for Anomaly
Detection in Remote Sensing.
Journal of Supercomputing, vol. 71, no. 5, pp. 1893-1906, May 2015 (pdf)
[IF(2015)=1.088].
- J.
Li, X. Huang, P. Gamba, J. M. Bioucas-Dias, L. Zhang, J. A.
Benediktsson and A. Plaza. Multiple Feature Learning for
Hyperspectral Image Classification.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 53, no. 3, pp.
1592-1606,
March 2015 (pdf)
[IF(2015)=3.360].
- L.
Gao, J. Li, M. Khodadadzadeh, A. Plaza, B. Zhang, Z. He and H. Yan.
Subspace-Based Support Vector Machines for Hyperspectral Image
Classification. IEEE
Geoscience and Remote Sensing Letters, vol. 12, no. 2, pp. 349-353,
February 2015 (pdf)
[IF(2015)=2.228].
- J.
Sevilla, Y. Julien, G. Soria, J. A. Sobrino and A. Plaza. A New
Geo-Portal for MODIS/SEVIRI Image Products with Geolocation-Based
Retrieval Functionality.
Journal of Applied Remote Sensing, vol. 9, Article
ID
096079, 43 pages, February
2015
(pdf)
[IF(2015)=0.937].
- X.
Huang, X. Guan, J. A. Benediktsson, L. Zhang, J. Li, A. Plaza and M.
Dalla Mura. Multiple Morphological Profiles from Multicomponent
Base Images for Hyperspectral Image Classification.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 12, pp. 4653-4669,
December 2014 (pdf) [IF(2014)=3.026].
- M.
Khodadadzadeh, J. Li, A. Plaza and J. M. Bioucas-Dias. A
Subspace-Based Multinomial Logistic Regression for Hyperspectral
Image Classification. IEEE Geoscience and Remote Sensing
Letters, vol. 11, no. 12, pp. 2105-2109, December 2014 (pdf)
[IF(2014)=2.095].
- X.
Huang, Q. Lu, L. Zhang and A. Plaza. New Postprocessing Methods
for Remote Sensing Image Classification: A Systematic Study.
IEEE
Transactions on Geoscience and Remote Sensing, vol. 52, no. 11, pp.
7140-7159, November 2014
(pdf)
[IF(2015)=3.360].
- J.
Sevilla, S. Bernabe and A. Plaza. Unmixing-Based Content
Retrieval System for Remotely Sensed Hyperspectral Imagery on GPUs.
Journal of Supercomputing, vol. 70, no. 2, pp. 588-599, November
2014 (pdf)
[IF(2014)=0.858].
- L.
Gao, Q. Guo, A. Plaza, J. Li and B. Zhang. A New Probabilistic
Anomaly Detector for Remotely Sensed Hyperspectral Data.
Journal of Applied Remote Sensing, vol. 8, Article
ID
083538, 20 pages, November 2014 (pdf)
[IF(2014)=1.183].
- M.
Khodadadzadeh, J. Li, A. Plaza, H. Ghassemian, J. M. Bioucas-Dias
and X. Li. Spectral-Spatial Classification of Hyperspectral Data
Using Local and Global Probabilities for Mixed Pixel
Characterization. IEEE
Transactions on Geoscience and Remote Sensing, vol. 52, no. 10, pp.
6298-6314, October 2014
(pdf)
[IF(2014)=3.514].
- J.
Li, P. Gamba and A. Plaza. A Novel Semi-Supervised Method for
Obtaining Finer Resolution Urban Extents Exploiting Coarser
Resolution Maps.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 7, no. 10, pp. 4276-4287, October 2014
(pdf)
[IF(2014)=3.026].
- S.
Saponara, A. Plaza, M. Diani, M. F. Carlsohn and G. Corsini. Preface
to the Special Issue on Algorithms and Architectures fore
Real-Time Multi-Dimensional Image Processing. Journal of
Real-Time Image Processing, vol. 9, no. 3, pp. 393-396, September
2014 (pdf)
[IF(2014)=2.020].
- S.
Sanchez and A.Plaza. Fast
Determination of the Number of Endmembers for Real-Time
Hyperspectral Unmixing on GPUs.
Journal of Real-Time Image Processing, vol. 9, no.
3, pp. 397-405, September 2014 (pdf)
[IF(2014)=2.020].
- B.
Song, J. Li, M. Dalla Mura, P. Li, A. Plaza, J. M. Bioucas-Dias, J.
A. Benediktsson and J. Chanussot. Remotely Sensed Image
Classification Using Sparse Representations of Morphological
Attribute Profiles. IEEE
Transactions on Geoscience and Remote Sensing, vol. 52, no. 8, pp.
5122-5136, August 2014
(pdf)
[IF(2014)=3.514].
- M.
A. Veganzones, G. Tochon, M. Dalla Mura, A. Plaza and J. Chanussot.
Hyperspectral Image Segmentation Using a New Spectral
Unmixing-Based Binary Partition Tree Representation. IEEE
Transactions on Image Processing, vol. 23, no. 8, pp. 3574-3589,
August 2014 (pdf)
[IF(2014)=3.625].
- I.
Dopido, J. Li, P. Gamba and A. Plaza. A New Hybrid Strategy
Combining Semi-Supervised Classification and Unmixing of
Hyperspectral Data.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 8, pp. 1939-1404, August 2014 (pdf) [IF(2014)=3.026].
- M.
D. Iordache, J. M. Bioucas-Dias, A. Plaza and B. Somers. MUSIC-CSR:
Hyperspectral Unmixing via Multiple Signal Classification and
Collaborative Sparse Regression. IEEE
Transactions on Geoscience and Remote Sensing, vol. 52, no. 7, pp.
4364-4382, July 2014
(pdf)
[IF(2014)=3.514].
- E.
Torti, M. Acquistapace, G. Danese, F. Leporati and A. Plaza. Real-Time
Identification of Hyperspectral Subspaces.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2680-2687, June 2014 (pdf) [IF(2014)=3.026].
- Q.
Guo, B. Zhang, Q. Ran, L. Gao, J. Li and A. Plaza. Weighted-RXD
and Linear Filter-Based RXD: Improving Background Statistics
Estimation for Anomaly Detection in Hyperspectral Imagery.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2351-2366, June 2014 (pdf)
[IF(2014)=3.026].
- S.
Sanchez, G. Leon, A. Plaza and E. Quintana-Orti. Assessing the
Performance-Energy Balance of Graphics Processors for Spectral
Unmixing.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2305-2316, June 2014 (pdf) [IF(2014)=3.026].
- M.
Castillo, J. C. Fernandez, F. D. Igual, A. Plaza, E. S.
Quintana-Orti and A. Remon. Hyperspectral Unmixing on Multicore
DSPs: Trading off Performance for Energy.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2297-2304, June 2014 (pdf) [IF(2014)=3.026].
- J.
Sevilla and A. Plaza. A New Digital Repository for Hyperspectral
Imagery with Unmixing-Based Retrieval Functionality Implemented on
GPUs. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2267-2280, June 2014 (pdf) [IF(2014)=3.026].
- J.
M. Molero, E. M. Garzon, I. Garcia, E. Quintana-Orti and A. Plaza. Efficient
Implementation of Hyperspectral Anomaly Detection Techniques on
GPUs and Multicore Processors.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2256-2266, June 2014 (pdf)
[IF(2014)=3.026].
- A.
Agathos, J. Li, D. Petcu and A. Plaza. Multi-GPU Implementation
of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral
Unmixing.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2281-2296, June 2014 (pdf) [IF(2014)=3.026].
- P.
Ghamisi, J. A. Benediktsson, G. Cavallaro and A. Plaza. Automatic
Framework for Spectral-Spatial Classification based on Supervised
Feature Extraction and Morphological Attribute Profiles.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2147-2160, June 2014 (pdf)
[IF(2014)=3.026].
- M.
D. Iordache, L.
Tits, J. M. Bioucas-Dias, A. Plaza and B. Somers. A
Dynamic Unmixing Framework for Plant Production System Monitoring. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 7, no. 6, pp. 2016-2034, June 2014
(pdf) [IF(2014)=3.026].
- X.
Wu, B. Huang, A. Plaza, Y. Li and C. Wu. Real-Time
Implementation of the Pixel Purity Index Algorithm for Endmember
Identification on GPUs. IEEE
Geoscience and Remote Sensing Letters, vol. 11, no. 5, pp. 955-959,
May 2014
(pdf) [IF(2014)=2.095].
- J.
M. P. Nascimento, J. M. Bioucas-Dias, J. M. Rodriguez Alves, V.
Silva and A. Plaza. Parallel Hyperspectral Unmixing on GPUs.
IEEE
Geoscience and Remote Sensing Letters, vol. 11, no. 3, pp. 666-670,
March 2014
(pdf)
[IF(2014)=2.095].
- M.
D. Iordache, J. M. Bioucas-Dias and A. Plaza. Collaborative
Sparse Regression for Hyperspectral Unmixing. IEEE
Transactions on Geoscience and Remote Sensing, vol. 52, no. 1, pp.
341-354, January 2014 (pdf)
[IF(2014)=3.514].
- W.-K.
Ma, J. M. Bioucas-Dias, T.-H. Chan, N. Gillis, P. Gader, A. Plaza,
A. Ambikapathi and C.-Y. Chi. A Signal Processing Perspective on
Hyperspectral Unmixing: Insights from Remote Sensing. IEEE
Signal Processing Magazine, vol. 31, no. 1, pp. 67-81, January 2014
(pdf)
[IF(2014)=5.852].
- S.
Bernabe, P. R. Marpu, A. Plaza, M. Dalla Mura and J. A.
Benediktsson. Spectral-Spatial Classification of Multispectral
Images Using Kernel Feature Space Representation. IEEE
Geoscience and Remote Sensing Letters, vol. 11, no. 1, pp. 288-292,
January 2014 (pdf)
[IF(2014)=2.095].
- J.
Li, P. R. Marpu, A. Plaza, J. M. Bioucas-Dias and J. A.
Benediktsson. Generalized Composite Kernel Framework for
Hyperspectral Image Classification. IEEE
Transactions on Geoscience and Remote Sensing, vol. 51, no. 9, pp.
4816-4829, September 2013 (pdf)
[IF(2013)=2.993].
- S.
Lopez, J. F. Moure, A. Plaza, G. M. Callico, J. F. Lopez and R.
Sarmiento. A New Preprocessing Technique for Fast Hyperspectral
Endmember Extraction. IEEE
Geoscience and Remote Sensing Letters, vol.
10, no. 5, pp. 1070-1074, September 2013 (pdf)
[IF(2013)=1.809].
- A.
Ferran, S. Bernabe, P. G. Rodriguez and A. Plaza. A Web-Based
System for Classification of Remote Sensing Data. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 6, no. 4, pp. 1934-1948, August 2013 (pdf)
[IF(2013)=2.827].
- I.
Dopido, J. Li, P. R. Marpu, A. Plaza, J. M. Bioucas-Dias and J. A.
Benediktsson. Semi-Supervised
Self-Learning for Hyperspectral Image Classification. IEEE
Transactions on Geoscience and Remote Sensing, vol. 51, no. 7, pp.
4032-4044, July 2013 (pdf)
[IF(2013)=2.993].
- E.
M. T. Hendrix, I. Garcia, J. Plaza and A. Plaza. On the Minimum
Volume Simplex Enclosure for Estimating a Linear Mixing Model.
Journal of Global Optimization, vol. 56, no. 3, pp. 957-970, July
2013 (pdf)
[IF(2013)=1.355].
- J.
M. Bioucas-Dias, A. Plaza, G. Camps-Valls, P. Scheunders, N.
Nasrabadi and J. Chanussot. Hyperspectral Remote Sensing Data
Analysis and Future Challenges. IEEE Geoscience and Remote
Sensing Magazine, vol. 1, no. 2, pp. 6-36, June
2013 (pdf).
- S.
Bernabe, S. Sanchez, A. Plaza, S. Lopez, J. A. Benediktsson and R.
Sarmiento. Hyperspectral
Unmixing on GPUs and Multi-Core Processors: A Comparison.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 6, no. 3, pp. 1386-1398, June 2013 (pdf)
[IF(2013)=2.827].
- J.
M. Molero, E. M. Garzon, I. Garcia and A. Plaza. Analysis and
Optimizations of Global and Local Versions of the RX Algorithm for
Anomaly Detection in Hyperspectral Data.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 6, no. 2, pp. 801-814, June 2013 (pdf)
[IF(2013)=2.827].
- P.
Cappelaere, S. Sanchez, S. Bernabe, A. Scuri, D. Mandl and A. Plaza.
Cloud Implementation of a Full Hyperspectral Unmixing Chain
within the NASA Web Coverage Processing Service for EO-1.
IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 6, no. 2, pp. 408-418, June 2013 (pdf)
[IF(2013)=2.827].
- A.
Remon, S. Sanchez, S. Bernabe, E. S. Quintana-Orti and A. Plaza. Performance
versus Energy Consumption of Hyperspectral Unmixing Algorithms on
Multi-Core Platforms. EURASIP Journal on Advances in Signal
Processing, vol. 68, pp. 1-15, April 2013 (pdf)
[IF(2013)=0.810].
- S.
Lopez, T. Vladimirova, C. Gonzalez, J. Resano, D. Mozos and A.
Plaza. The Promise of Reconfigurable Computing for Hyperspectral
Imaging On-Board Systems: Review and Trends. Proceedings
of the IEEE, vol. 101, no. 3, pp. 698-722, March 2013 (pdf)
[IF(2013)=5.466].
- S.
Bernabe, S. Lopez, A. Plaza and R. Sarmiento. GPU Implementation
of an Automatic Target Detection and Classification Algorithm for
Hyperspectral Image Analysis. IEEE Geoscience and Remote
Sensing Letters, vol.
10, no. 2, pp. 221-225, March 2013
(pdf)
[IF(2013)=1.809].
- A.
Barberis, G. Danese, F. Leporati, A. Plaza and E. Torti. Real-Time
Implementation of the Vertex Component Analysis Algorithm on GPUs.
IEEE Geoscience and Remote Sensing Letters, vol.
10, no. 2, pp. 251-255, March 2013
(pdf)
[IF(2013)=1.809].
- J.
Li, J. M. Bioucas-Dias and A. Plaza. Semi-Supervised
Hyperspectral Image Classification Using Soft Sparse Multinomial
Logistic Regression. IEEE Geoscience and Remote Sensing
Letters, vol. 10, no. 2, pp. 318-322, March 2013 (pdf)
[IF(2013)=1.809].
- C.
Gonzalez, S. Sanchez, A. Paz, J. Resano, D. Mozos and A. Plaza. Use
of FPGA or GPU-Based Architectures for Remotely Sensed
Hyperspectral Image Processing. Integration, the VLSI Journal,
vol. 46, no. 2, pp. 89-103, March 2013 (pdf)
[IF(2013)=0.529].
- J.
Li, J. M. Bioucas-Dias and A. Plaza. Spectral-Spatial
Classification of Hyperspectral Data Using Loopy Belief
Propagation and Active Learning. IEEE Transactions on
Geoscience and Remote Sensing, vol. 51, no. 2, pp. 844-856, February
2013 (pdf)
[IF(2013)=2.993].
- A.
Plaza. Editorial. IEEE
Transactions on Geoscience and Remote Sensing, vol. 51, no. 1, pp.
3-4, January 2013 (pdf)
[IF(2013)=2.993].
- M.
D. Iordache, J. M. Bioucas-Dias and A. Plaza. Total Variation
Spatial Regularization for Sparse Hyperspectral Unmixing. IEEE
Transactions on Geoscience and Remote Sensing, vol. 50, no. 11, pp.
4484-4502, November 2012 (pdf)
[IF(2012)=3.467].
- S.
Bernabe, A. Plaza, P. R. Marpu and J. A. Benediktsson. A New
Parallel Tool for Classification of Remotely Sensed Imagery.
Computers & Geosciences, vol. 46, pp. 208-2012,
September 2012 (pdf)
[IF(2012)=1.834].
- A.
Plaza. Outcome of the First
IEEE GRSS Remote Sensing Summer School. IEEE Geoscience and
Remote Sensing Newsletter, no. 164, pp. 38-41, September 2012 (pdf).
- E.
M. T. Hendrix, I. Garcia, J. Plaza, G. Martin and A. Plaza. A
New Minimum Volume Enclosing Algorithm for Endmember
Identification and Abundance Estimation in Hyperspectral Data.
IEEE Transactions on Geoscience and Remote Sensing, vol. 50,
no. 7, pp. 2744-2757, July 2012 (pdf)
[IF(2012)=3.467].
- M.
Ciznicki, K. Kurowski and A. Plaza. GPU Implementation of
JPEG2000 for Hyperspectral Image Compression. Journal
of Applied Remote Sensing, vol. 6, Article ID 061507, 14
pages, July 2012 (pdf)
[IF(2012)=0.876].
- J.
M. Molero, E. M. Garzon, I. Garcia and A. Plaza. Anomaly
Detection Based on a Parallel Kernel RX Algorithm for Multicore
Platforms. Journal of Applied Remote
Sensing, vol. 6, Article ID 061503, 10 pages, July 2012 (pdf) [IF(2012)=0.876].
- A.
Plaza. Overview of the First IEEE GRSS Remote Sensing Summer
School.
IEEE
Geoscience and Remote Sensing Newsletter, no. 163, pp.
31-36, June 2012 (pdf).
- A.
Plaza, J. M. Bioucas-Dias, A. Simic and W. J. Blackwell. Foreword
to the Special Issue on Hyperspectral Image and Signal Processing.
IEEE Journal of Selected Topics in Applied Earth Observations and
Remote Sensing, vol. 5, no. 2, pp. 347-353, April 2012 (pdf)
[IF(2012)=2.874].
- J.
M. Bioucas-Dias, A. Plaza, N. Dobigeon, M. Parente, Q. Du, P. Gader
and J. Chanussot. Hyperspectral Unmixing Overview: Geometrical,
Statistical and Sparse Regression-Based Approaches. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 5, no. 2, pp. 354-379, April 2012 (pdf)
[IF(2012)=2.874].
- G.
Martin and A. Plaza. Spatial-Spectral Preprocessing Prior to
Endmember Identification and Unmixing of Remotely Sensed
Hyperspectral Data. IEEE Journal of Selected Topics in
Applied Earth Observations and Remote Sensing, vol. 5, no. 2,
pp. 380-395, April 2012 (pdf)
[IF(2012)=2.874].
- B.
Somers, M. Zortea, A. Plaza and G. P. Asner. Automated
Extraction of Image-Based Endmember Bundles for Improved Spectral
Unmixing. IEEE Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 5, no. 2, pp. 396-408,
April 2012 (pdf)
[IF(2012)=2.874].
- I.
Dopido, A. Villa, A. Plaza and P. Gamba. A Quantitative and
Comparative Assessment of Unmixing-Based Feature Extraction
Techniques for Hyperspectral Image Classification. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 5, no. 2, pp. 421-435, April 2012 (pdf)
[IF(2012)=2.874].
- J.
Li, J. Bioucas-Dias and A. Plaza. Spectral-Spatial Hyperspectral
Image Segmentation Using Subspace Multinomial Logistic Regression
and Markov Random Fields. IEEE Transactions on
Geoscience and Remote Sensing, vol. 50, no. 3, pp.
809-823, March 2012 (pdf)
[IF(2012)=3.467].
- A.
Plaza. The Hyperspectral Imaging Network (Hyper-I-Net): A
European Project for Education in Geoscience and Remote Sensing.
IEEE Geoscience and Remote Sensing Newsletter, no. 162, pp. 41-47,
March 2012 (pdf).
- C.
Gonzalez, D. Mozos, J. Resano and A. Plaza. FPGA
Implementation of the N-FINDR Algorithm for Remotely Sensed
Hyperspectral Image Analysis. IEEE Transactions on Geoscience
and Remote Sensing, vol. 50, no. 2, pp. 374-388, February
2012 (pdf)
[IF(2012)=3.467].
- C.
Gonzalez, J. Resano, A. Plaza and D. Mozos. FPGA Implementation
of Abundance Estimation for Spectral Unmixing of Hyperspectral
Data Using the Image Space Reconstruction Algorithm. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 5, no. 1, pp. 248-261, February 2012 (pdf)
[IF(2012)=2.874].
- J.
Plaza, E. M. T. Hendrix, I. Garcia, G. Martin and A. Plaza. On
Endmember Identification in Hyperspectral Images without Pure
Pixels: A Comparison of Algorithms. Journal of Mathematical
Imaging and Vision, vol. 42, no. 2-3, pp. 163-175, February
2012 (pdf)
[IF(2012)=1.767].
- B.
Huang and A. Plaza. Special Section Guest Editorial:
High-Performance Computing in Applied Remote Sensing. Journal
of Applied Remote Sensing, vol. 5, Article ID 051599, December
2011 (pdf)
[IF(2011)=0.818].
- Y.-L.
Chang, T.-J. Hsieh, A. Plaza, Y.-L. Chen, W.-Y. Liang, J.-P. Fang
and B. Huang. Parallel Positive Boolean Function Approach to
Classification of Remote Sensing Images. Journal of Applied
Remote Sensing, vol. 5, Article ID 051505, 15 pages, December
2011 (pdf)
[IF(2011)=0.818].
- F.
Liu, F. Seinstra and A. Plaza. Parallel Hyperspectral Image
Processing on Distributed Multi-Cluster Systems. Journal of
Applied Remote Sensing, vol. 5, Article ID 051501, 14
pages, December 2011 (pdf)
[IF(2011)=0.818].
- J.
M. Molero, A. Paz, E. M. Garzon, J. A. Martinez, A. Plaza and I.
Garcia. Fast Anomaly Detection in Hyperspectral Images with RX
Method on Heterogeneous Clusters. Journal of
Supercomputing, vol. 58, no. 3, pp. 411-419, December
2011 (pdf) [IF(2011)=0.578].
- A.
Plaza. An Overview of Education Activities in the IEEE
Geoscience and Remote Sensing Society. IEEE Geoscience and
Remote Sensing Newsletter, no. 161, pp. 59-61, December 2011 (pdf).
- J.
A. Martinez, E. M. Garzon, A. Plaza and I. Garcia. Automatic
Tuning of Iterative Computation on Heterogeneous Multiprocessors
with ADITHE. Journal of Supercomputing, vol. 58, no.
2, pp. 151-159, November 2011 (pdf) [IF(2011)=0.578].
- A.
Plaza, Q. Du, J. Bioucas-Dias, X. Jia and F. Kruse. Foreword to
the Special Issue on Spectral Unmixing of Remotely Sensed Data.
IEEE Transactions on Geoscience and Remote Sensing, vol. 49,
no. 11, pp. 4103-4110, November 2011 (pdf)
[IF(2011)=2.895].
- J.
Li, J. Bioucas-Dias and A. Plaza. Hyperspectral Image
Segmentation Using a New Bayesian Approach with Active Learning.
IEEE Transactions on Geoscience and Remote Sensing, vol. 49,
no. 10, pp. 3947-3960, October 2011 (pdf)
[IF(2011)=2.895].
- A.
Plaza, Q. Du, Y.-L. Chang and R. L. King. Foreword to the
Special Issue on High Performance Computing in Earth Observation
and Remote Sensing. IEEE Journal of Selected Topics in Applied
Earth Observations and Remote Sensing, vol. 4, no. 3, pp.
503-507, September 2011 (pdf)
[IF(2011)=1.489].
- C.
A. Lee, S. D. Gasster, A. Plaza. C.-I Chang and B. Huang. Recent
Developments in High Performance Computing for Remote Sensing: A
Review. IEEE Journal of Selected Topics in Applied Earth
Observations and Remote Sensing, vol. 4, no. 3, pp. 508-527,
September 2011 (pdf)
[IF(2011)=1.489].
- A.
Plaza, Q. Du, Y.-L. Chang and R. L. King. High Performance
Computing for Hyperspectral Remote Sensing. IEEE Journal of
Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 4, no. 3, pp. 528-544, September 2011 (pdf)
[IF(2011)=1.489].
- S.
Sanchez, A. Paz, G. Martin and A. Plaza. Parallel Unmixing of
Remotely Sensed Hyperspectral Images on Commodity Graphics
Processing Units. Concurrency and Computation: Practice &
Experience, vol. 23, no. 13, pp. 1538-1557, September
2011 (pdf) [IF(2011)=0.636].
- A.
Remon, S. Sanchez, A. Paz, E. S. Quintana-Orti and A. Plaza. Real-Time
Endmember Extraction on Multi-Core Processors. IEEE Geoscience
and Remote Sensing Letters, vol. 8, no. 5, pp. 924-928, September
2011 (pdf)
[IF(2011)=1.560].
- G. Martin
and A. Plaza. Region-Based Spatial Preprocessing for Endmember
Extraction and Spectral Unmixing. IEEE Geoscience and Remote
Sensing Letters, vol. 8, no. 4, pp. 745-749, July 2011 (pdf)
[IF(2011)=1.560].
- I.
Dopido, M. Zortea, A. Villa, A. Plaza and P. Gamba. Unmixing
Prior to Supervised Classification of Remotely Sensed
Hyperspectral Images. IEEE Geoscience and Remote Sensing
Letters, vol. 8, no. 4, pp. 760-764, July 2011 (pdf)
[IF(2011)=1.560].
- M.
D. Iordache, J. Bioucas-Dias and A. Plaza. Sparse Unmixing of
Hyperspectral Data. IEEE Transactions on Geoscience and Remote
Sensing, vol. 6, no. 6, pp. 2014-2039, June 2011 (pdf)
[IF(2011)=2.895].
- A.
Plaza, J. Plaza, A. Paz and S. Sanchez. Parallel Hyperspectral
Image and Signal Processing. IEEE Signal Processing
Magazine, vol. 28, no. 3, pp.
119-126, May 2011 (pdf)
[IF(2011)=4.066].
- F.
Garcia-Vilchez, J. Munoz-Mari, M. Zortea, I. Blanes, V. Gonzalez, G.
Camps-Valls, A. Plaza and J. Serra-Sagrista. On the Impact of
Lossy Compression on Hyperspectral Image Classification and
Unmixing. IEEE Geoscience and Remote Sensing
Letters, vol. 8, no. 2, pp. 253-257, March 2011 (pdf) [IF(2011)=1.560].
- C.-I
Chang, B. Ramakhrishna, J. Wang and A. Plaza. Low-Bit Rate
Exploitation-Based Lossy Hyperspectral Image Compression.
Journal of Applied Remote Sensing, vol. 4, Article ID
041760 (pdf),
24 pages, December 2010 [IF(2010)=1.000].
- A.
Plaza, J. Plaza and H. Vegas. Improving the Performance of
Hyperspectral Image and Signal Processing Algorithms Using
Parallel, Distributed and Specialized Hardware-Based Systems. Journal
of Signal Processing Systems, vol. 50, pp. 293-315, December
2010 (html,
pdf) [IF(2010)=0.623].
- J.
Li, J. Bioucas-Dias and A. Plaza. Semi-Supervised Hyperspectral
Image Segmentation Using Multinomial Logistic Regression with
Active Learning. IEEE Transactions on Geoscience and Remote
Sensing, vol. 48, no. 11, pp. 4085-4098, November 2010 (pdf)
[IF(2010)=2.485].
- A.
Plaza, J. Plaza and A. Paz. Improving the Scalability of
Hyperspectral Imaging Applications on Heterogeneous Platforms
Using Adaptive Run-Time Data Compression. Computers &
Geosciences, vol. 36, no. 10, pp. 1283-1291, October
2010 (pdf) [IF(2010)=1.416].
- A.
Plaza. Computational Issues in Remote Sensing Data Analysis.
IEEE Geoscience and Remote Sensing Newsletter, no. 156, pp. 11-15,
September 2010 (pdf).
- G.
Martin, V. Gonzalez-Ruiz, A. Plaza, J. P. Ortiz and I. Garcia. Impact
of JPEG2000 Compression on Endmember Extraction and Unmixing of
Remotely Sensed Hyperspectral Data. Journal of Applied Remote
Sensing, vol. 4, Article ID 041796, 24 pages, July 2010 (pdf)
[IF(2010)=1.000].
- A.
Plaza, J. Plaza and A. Paz. Parallel Heterogeneous CBIR System
for Efficient Hyperspectral Image Retrieval Using Spectral Mixture
Analysis. Concurrency and Computation: Practice &
Experience, vol. 22, no. 9, pp. 1138-1159, June 2010 (pdf) [IF(2010)=0.907].
- J.
Plaza and A. Plaza. Spectral Mixture Analysis of Hyperspectral
Scenes Using Intelligently Selected Training Samples. IEEE
Geoscience and Remote Sensing Letters, vol. 7, no. 2, pp.
371-375, April 2010 (pdf) [IF(2010)=1.431].
- C.
Gonzalez, J. Resano, D. Mozos, A. Plaza and D. Valencia. FPGA
Implementation of the Pixel Purity Index Algorithm for Remotely
Sensed Hyperspectral Image Analysis. EURASIP Journal on
Advances in Signal Processing, vol. 2010, Article ID 969806,
13 pages, 2010 (html) [IF(2010)=1.053].
- A.
Paz and A. Plaza. Clusters versus GPUs for Parallel Automatic
Target Detection in Remotely Sensed Hyperspectral Images. EURASIP
Journal on Advances in Signal Processing, vol. 2010, Article ID
915639, 18 pages, 2010 (html) [IF(2010)=1.053].
- J.
Plaza, A. Plaza, R. Perez and P. Martinez. On the Use of Small
Training Sets for Neural Network-Based Characterization of Mixed
Pixels in Remotely Sensed Hyperspectral Images. Pattern
Recognition, vol. 42, no. 11, pp. 3032-3045, November
2009 (pdf)
[IF(2009)=2.554].
- M.
Zortea and A. Plaza. A Quantitative and Comparative Analysis of
Different Implementations of N-FINDR: A Fast Endmember Extraction
Algorithm. IEEE Geoscience and Remote Sensing
Letters, vol. 6, no. 4, pp. 787-791, October 2009 (pdf) [IF(2009)=1.379].
- A.
Plaza, J. A. Benediktsson, J. Boardman, J. Brazile, L. Bruzzone, G.
Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, J.A. Gualtieri, M.
Marconcini, J. C. Tilton and G. Trianni. Recent Advances in
Techniques for Hyperspectral Image Processing. Remote Sensing
of Environment, vol. 113, supplement 1, pp. 110-122,
September 2009 (pdf)
[IF(2009)=3.612]. One of the most downloaded papers of Remote
Sensing of Environment in July-September 2009 (html).
- M.
E. Schaepman, S. L. Ustin, A. Plaza, T. H. Painter, J. Verrelst and
S. Liang. Earth System Science Related Imaging Spectroscopy - An
Assessment. Remote Sensing of Environment, vol. 113,
supplement 1, pp. 123-137, September 2009 (pdf)
[IF(2009)=3.612]. One of the most downloaded papers of Remote
Sensing of Environment in July-September 2009 (html).
- M.
Zortea and A. Plaza. Spatial Preprocessing for Endmember
Extraction. IEEE Transactions on Geoscience and Remote
Sensing, vol. 47, no. 8, pp. 2679-2693, August 2009 (pdf)
[IF(2009)=2.234].
- A.
Plaza. Preface to the Special Issue on Architectures and
Techniques for Real-Time Processing of Remotely Sensed Images.
Journal of Real-Time Image Processing, vol. 4, no. 3, pp.
191-193, August 2009 (pdf)
[IF(2010)=0.962].
- J.
C. Jimenez-Muñoz, J. Sobrino, A. Plaza, L. Guanter, J. Moreno and P.
Martinez. Comparison Between Fractional Vegetation Cover
Retrievals from Vegetation Indices and Spectral Mixture Analysis:
Case Study of PROBA/CHRIS Data over an Agricultural Area.
Sensors, vol. 9, no. 2, pp. 768-793, February 2009 (html)
[IF(2009)=1.821].
- J.
Plaza, A. Plaza and C. Barra. Multi-Channel Morphological
Profiles for Classification of Hyperspectral Image Data Using
Support Vector Machines. Sensors, vol. 9, no. 1, pp. 196-218,
January 2009 (html)
[IF(2009)=1.821].
- A.
Plaza and C.-I Chang. Preface to the Special Issue on High
Performance Computing for Hyperspectral Imaging. International
Journal of High Performance Computing Applications, vol. 22, no. 4,
pp. 363-365, November 2008 (pdf)
[IF(2008)=1.824].
- A.
Plaza and C.-I Chang. Clusters versus FPGA for Parallel
Processing of Hyperspectral Imagery. International Journal of
High Performance Computing Applications, vol. 22, no. 4, pp.
366-385, November 2008 (pdf)
[IF(2008)=1.824].
- D.
Valencia, A. Lastovetsky, M. O'Flynn, A. Plaza and J. Plaza. Parallel
Processing of Remotely Sensed Hyperspectral Images on
Heterogeneous Networks of Workstations Using HeteroMPI.
International Journal of High Performance Computing Applications,
vol. 22, no. 4, pp. 386-407, November 2008 (pdf)
[IF(2008)=1.824].
- A.
Plaza. Parallel Processing of Remotely Sensed Hyperspectral
Imagery: Full-pixel versus Mixed-pixel Classification.
Concurrency and Computation: Practice & Experience, vol. 20, no.
13, pp. 1539-1572, September 2008 (pdf) [IF(2008)=1.791].
- C.-I
Chang, M. Hsueh, W. Liu, C.-C. Wu, F. Chaudry, G. Solyar and A.
Plaza. A Pyramid-Based Block of Skewers for Pixel Purity Index
for Endmember Extraction in Hyperspectral Imagery.
International Journal of High Speed Electronics and Systems, vol.
18, no. 2, pp. 469-482, June 2008 (pdf).
- J.
Plaza, R. Perez, A. Plaza, P. Martinez and D. Valencia. Parallel
Morphological/Neural Processing of Hyperspectral Images Using
Heterogeneous and Homogeneous Platforms. Cluster Computing,
vol. 11, no. 1, pp. 17-32, March 2008 (pdf)
[IF(2008)=0.591].
- A.
Plaza, D. Valencia and J. Plaza. An Experimental Comparison of
Parallel Algorithms for Hyperspectral Analysis Using Homogeneous
and Heterogeneous Networks of Workstations. Parallel
Computing, vol. 34, no. 2, pp. 92-114, February 2008 (pdf)
[IF(2008)=1.309]. One of the most downloaded papers of Parallel
Computing in January-March 2008 (html).
- J.
Sobrino, J. C. Jimenez-Muñoz, G. Soria, M. Romaguera, L. Guanter, J.
Moreno, A. Plaza and P. Martinez. Land Surface Emissivity
Retrieval From Different VNIR and TNIR Sensors. IEEE
Transactions on Geoscience and Remote Sensing, vol. 46, no. 2, pp.
316-327, February 2008 (pdf)
[IF(2008)=3.157].
- A.
Plaza. Parallel Techniques for Information Extraction from
Hyperspectral Imagery Using Heterogeneous Networks of Workstations.
Journal of Parallel and Distributed Computing, vol. 68, pp. 93-111,
January 2008 (pdf)
[IF(2008)=1.168]. One of the most downloaded papers of the Journal
of Parallel and Distributed Computing in January-March 2008 (html).
- R.
Zurita-Milla, J. G. P. W. Clevers, M. E. Schaepman and A. Plaza.
Retrieving Sub-Pixel Land Cover Composition Through an Effective
Integration of the Spatial, Spectral and Temporal Dimensions of
MERIS Imagery. Journal of Remote Sensing, vol. 11, pp.
660-669, November 2007.
- J.
Setoain, M. Prieto, C. Tenllado, A. Plaza and F. Tirado. Parallel
Morphological Endmember Extraction Using Commodity Graphics
Hardware. IEEE Geoscience and Remote Sensing Letters, vol. 43,
no. 3, pp. 441-445, July 2007 (pdf)
[IF(2007)=1.140].
- A.
Plaza, J. Plaza and D. Valencia. Impact of Platform
Heterogeneity on the Design of Parallel Algorithms for
Morphological Processing of High-Dimensional Image Data.
Journal of Supercomputing, vol. 40, no. 1, pp. 81-107, April 2007 (pdf)
[IF(2007)=0.246].
- D.
Valencia, A. Plaza, P. Martinez and J. Plaza. Parallel
Processing of High-Dimensional Remote Sensing Images Using Cluster
Computer Architectures. International Journal of Computers and
their Applications, vol. 14, no. 1, pp. 23-34, March 2007 (pdf).
- A.
Plaza and C.-I Chang. Impact of Initialization on Design of
Endmember Extraction Algorithms. IEEE Transactions on
Geoscience and Remote Sensing, vol. 44, no. 11, pp. 3397-3407,
November 2006 (pdf)
[IF(2006)=1.752].
- A.
Plaza, D. Valencia, J. Plaza and C.-I Chang. Parallel
Implementation of Endmember Extraction Algorithms from
Hyperspectral Data. IEEE Geoscience and Remote Sensing
Letters, vol. 3, no. 3, pp. 334-338, July 2006 (pdf)
[IF(2007)=1.140].
- A.
Plaza, D. Valencia, J. Plaza and P. Martinez. Commodity
Cluster-Based Parallel Processing of Hyperspectral Imagery.
Journal of Parallel and Distributed Computing, vol. 66, no. 3, pp.
345-358, March 2006 (pdf)
[IF(2006)=0.430]. Most downloaded paper of the Journal of Parallel
and Distributed Computing in January-March 2006 (html).
- P.
Martinez, R.M. Perez, A. Plaza, P.L. Aguilar, M.C. Cantero and J.
Plaza. Endmember Extraction Algorithms from Hyperspectral Images.
Annals of Geophysics, vol. 49, no. 1, pp. 93-101, February 2006 (pdf)
[IF(2006)=0.441].
- C.-I
Chang and A. Plaza. A Fast Iterative Algorithm for
Implementation of Pixel Purity Index. IEEE Geoscience and
Remote Sensing Letters, vol. 3, no. 1, pp. 63-67, January 2006 (pdf)
[IF(2007)=1.140].
- J.
C. Tilton, W. T. Lawrence and A. Plaza. Utilizing Hierarchical
Segmentation to Generate Water and Snow Masks to Facilitate
Monitoring of Change with Remotely Sensed Image Data.
GIScience & Remote Sensing, vol. 43, no. 1, pp. 39-66, January
2006 (pdf)
[IF(2008)=0.707].
- A.
Plaza, P. Martinez, J. Plaza and R.M. Perez. Dimensionality
Reduction and Classification of Hyperspectral Image Data Using
Sequences of Extended Morphological Transformations, IEEE
Transactions on Geoscience and Remote Sensing, vol. 43, no. 3, pp.
466-479, March 2005 (pdf)
[IF(2005)=1.627].
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. A New Approach to
Mixed Pixel Classification of Hyperspectral Imagery Based on
Extended Morphological Profiles, Pattern Recognition, vol. 37,
no. 6, pp. 1097-1116, June 2004 (pdf)
[IF(2004)=2.176].
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. A Quantitative and
Comparative Analysis of Endmember Extraction Algorithms from
Hyperspectral Data, IEEE Transactions on Geoscience and Remote
Sensing, vol. 42, no. 3, pp. 650-663, March 2004 (pdf)
[IF(2004)=1.467].
- A.
Plaza, P. Martinez, J. Plaza, R.M. Perez, P.L. Aguilar, M.C.
Cantero. Algoritmos de extracción de endmembers en imágenes
hiperespectrales. Revista de Teledetección (in Spanish), no.
21, pp. 101-105, 2004 (pdf).
- A.
Plaza, P. Martinez, R.M. Perez and J. Plaza. Spatial/Spectral
Endmember Extraction by Multidimensional Morphological Operations,
IEEE Transactions on Geoscience and Remote Sensing, vol. 40, no.
9, pp. 2025-2041, September 2002 (pdf)
[IF(2002)=1.603].
- E.
Cernadas, M.L. Duran, T. Antequera and A. Plaza. Recognizing
Marbling in Dry-cured Iberian Ham by Multiscale Analysis,
Pattern Recognition Letters, vol. 23, no. 11, pp. 1311-1321,
September 2002 [IF(2002)=0.409] (See Correction, Pattern Recognition
Letters, vol. 1-3, pp. 631, January 2003).
- P.L.
Aguilar, R.M. Perez, P. Martinez and A. Plaza. Red
autoorganizativa para descomposición de imágenes hiperespectrales.
Informacion Tecnologica (in Spanish), vol. 12, no. 6, pp. 185-192,
2001 (pdf).
Guest
Edited Journal Special Issues (10):
- A.
Plaza, B. Zhang, J. A. Benediktsson, T. Yang and J. Li. Special
Issue on Spatial Technology and Social Media. Proceedings
of the IEEE, vol. 105, no. 10, October 2017 (pdf)
[IF(2016)=9.237].
- M.
Chi, A. Plaza, J. A. Benediktsson, B. Zhang and B. Huang. Special
Issue on Big Data in Remote Sensing. IEEE Journal of
Selected Topics in Applied Earth Observations and Remote Sensing,
vol. 8, no. 10, September 2015 (pdf)
[IF(2015)=2.145].
- G.
Corsini, M. Diani, S. Saponara, A. Plaza and M. Carlsohn, Guest
Editors. Special Issue on Algorithms and Architectures for
Real-Time Multi-Dimensional Image Processing. Journal of
Real-Time Image Processing, vol. 9, no. 3, September 2014 (html)
[IF(2014)=2.020].
- A.
Plaza, J. Bioucas-Dias, A. Simic and W. Blackwell, Guest Editors. Special
Issue on Hyperspectral Image and Signal Processing. IEEE
Journal of Selected Topics in Applied Earth Observations and Remote
Sensing, vol. 5, no. 2, April 2012 (pdf)
[IF(2012)=2.874].
- B.
Huang and A. Plaza, Guest Editors. Special Section on High
Performance Computing in Applied Remote Sensing: Part 2.
Journal of Applied Remote Sensing, vol. 6, 2012 (html)
[IF(2012)=0.876].
- B.
Huang and A. Plaza, Guest Editors. Special Section on High
Performance Computing in Applied Remote Sensing: Part 1.
Journal of Applied Remote Sensing, vol. 5, 2011 (html)
[IF(2011)=0.818].
- A.
Plaza, Q. Du, J. Bioucas-Dias, X. Jia and F. A. Kruse, Guest
Editors. Special Issue on Spectral Unmixing of Remotely Sensed
Data. IEEE Transactions on Geoscience and Remote Sensing, vol.
49, no. 11, November 2011 (pdf)
[IF(2011)=2.895].
- A.
Plaza, Q. Du, Y.-L. Chang and R. L. King, Guest Editors. Special
Issue on High Performance Computing in Earth Observation and
Remote Sensing. IEEE Journal of Selected Topics in Applied
Earth Observations and Remote Sensing, vol. 4, no. 3, September
2011 (pdf)
[IF(2011)=1.489].
- A.
Plaza, Guest Editor. Special Issue on Architectures and
Techniques for Real-Time Processing of Remotely Sensed Images.
Journal of Real-Time Image Processing, vol. 4, no. 3, August
2009 (html)
[IF(2010)=0.962].
- A.
Plaza and C.-I Chang, Guest Editors. Special Issue on High
Performance Computing for Hyperspectral Imaging. International
Journal of High Performance Computing Applications, vol. 22, no. 4,
November 2008 (html)
[IF(2008)=1.824]
Edited
Books and Proceedings (9):
- A.
Plaza and C.-I Chang, Editors. High Performance Computing in
Remote Sensing. Chapman & Hall/CRC Press, Computer &
Information Science Series, Taylor & Francis, Boca Raton,
Florida, ISBN: 9781584886624, 2007 (html,
flyer,
review).
- B.
Huang, A. Plaza and R. Vitulli, Guest Editors. SPIE Conference
on Satellite Data Compression, Communication and Processing V.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), San Diego, California, vol. 7455, ISBN:
9780819477453, August 2009 (pdf).
- B.
Huang, A. Plaza, J. Serra-Sagrista, C. Lee, Y. Li and S.-E.
Qian, Editors. SPIE Conference on Satellite Data
Compression, Communication and Processing VI. Optics and
Photonics, Society of Photo-optical Instrumentation Engineers
(SPIE), San Diego, California, vol. 7810, ISBN: 9780819477453,
August 2010 (pdf).
- B.
Huang, A. Plaza and C. Thiebaut, Editors. SPIE Conference on
Satellite Data Compression, Communication and Processing VII.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), San Diego, California, vol. 8157, ISBN:
9780819487674, August 2011 (pdf).
- B.
Huang, A. Plaza and C. Thiebaut, Editors. SPIE Conference on
Satellite Data Compression, Communication and Processing VIII.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), San Diego, California, vol. 8514, ISBN:
9780819492319, August 2012 (pdf).
- B.
Huang, A. Plaza and C.-I Chang, Editors. SPIE Conference on
Satellite Data Compression, Communication and Processing IX.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), San Diego, California, vol. 8871, ISBN:
9780819497215, August 2013 (pdf).
- B.
Huang and A. Plaza, Editors. SPIE Conference on High-Performance
Computing in Remote Sensing I. Optics and Photonics, Society
of Photo-optical Instrumentation Engineers (SPIE), Prague, Czech
Republic, vol. 8183, ISBN: 97808194488107, September 2011 (pdf).
- B.
Huang and A. Plaza, Editors. SPIE Conference on High-Performance
Computing in Remote Sensing II. Optics and Photonics, Society
of Photo-optical Instrumentation Engineers (SPIE), Edinburgh, United
Kingdom, vol. 8539, ISBN: 9780819492791, September 2012
(pdf).
- B.
Huang, A. Plaza and Z. Wu. SPIE
Conference on High-Performance Computing in Remote Sensing III.
Optics and Photonics, Society of Photo-optical Instrumentation
Engineers (SPIE), Dresden, Germany, vol. 8895, ISBN: 9780819497642,
November 2013
(pdf).
Book
Chapters
(24):
- E.
Maggiori, A. Plaza and Y. Tarabalka. Models
for Hyperspectral Image Analysis: From Unmixing to Object-Based
Classification, in Mathematical Models for Remote Sensing
Image Processing. Edited by G. Moser and J. Zerubia, Springer, 2017,
ISBN: 978-3-319-66328-9, pp. 37-80
(pdf).
- J.
R. G. Braga, V. C. Gomes, E. H. Shiguemori, H. F. C. Velho, A. Plaza
and J. Plaza. Nonlinear Method of
Reduction of Dimensionality Based on Artificial Neural Network and
Hardware Implementation, in Integral Methods in Science and
Engineering. Edited by C. Costanda and A. Kirsch, Springer, 2015,
ISBN: 978-3-319-16726-8, pp. 69-79 (pdf).
- J.
Li and A. Plaza. Hyperspectral Image Processing: Methods and
Approaches, in Remote Sensing Handbook, Volume I: Data
Characterization, Classification and Accuracies. Edited by P.
Thenkabail, Taylor and Francis, 2015, ISBN: 978-1-4822-1786-5, pp.
247-258
(pdf).
- P.
Gamba, G. Lisini, G. C. Iannelli, I. Dopido and A. Plaza. Earth
Observation Data Processing and Interpretation for Human
Settlement Characterization: A Really Global Challenge, in
Global Urban Monitoring and Assessment through Earth Observation.
Edited by Q. Weng, Taylor and Francis, 2014, ISBN:
978-1-4665-6449-7, pp. 35-48 (pdf).
- T.
Van Kessel, N. Drost, J. Maasen, H. E. Bal, F. J. Seinstra and A.
Plaza. Towards a High-Performance Distributed CBIR System for
Hyperspectral Remote Sensing Data: A Case Study in Jungle
Computing, in: High Performance Computing in Complex
Enfironments. Edited by E. Jeannot and J. Zilinskas, Wiley, 2013,
ISBN: 978-1-118-71205-4, pp. 403-428 (pdf).
- E.
Ben-Dor, T. Malthus, A. Plaza and D. Schläpfer. Hyperspectral
Remote Sensing, in: Airborne Measurements for
Environmental Research. Edited by M. Wendish and J. L.
Brengier, CRC Press, 2013, ISBN: 978-3-527-40996-9, pp. 413-456 (pdf).
- A.
Plaza, J. Plaza, G. Martin and S. Sanchez. Hyperspectral Data
Processing Algorithms, in: Hyperspectral Remote Sensing of
Vegetation. Edited by P. S. Thenkabail, J. G. Lyon and A.
Huete, Taylor & Francis, 2011, ISBN: 9781439845370, pp. 121-137
(pdf).
- H.
Safavi, C.-I Chang and A. Plaza. Projection Pursuit-Based
Dimensionality Reduction for Hyperspectral Analysis, in: Satellite
Data Compression. Edited by B. Huang, Springer, 2011, ISBN:
978-1-4614-1182-6, pp. 287-309 (pdf).
- A.
Plaza, G. Martin, J. Plaza, M. Zortea and S. Sanchez. Recent
Developments in Spectral Unmixing and Endmember Extraction,
in: Optical Remote Sensing - Advances in Signal Processing and
Exploitation Techniques. Edited by S. Prasad, L. Bruce and J.
Chanussot, Springer, 2011, ISBN: 978-3-642-1241-6, pp. 235-268 (pdf).
- J.
Muñoz, A. Plaza, J. A. Gualtieri and G. Camps-Valls. Parallel
Implementation of SVM in Earth Observation Applications, in: Parallel
Programming and Applications in Grid, P2P and Networking systems.
Edited by F. Xhafa, IOS Press, 2009, ISBN: 978-1-60750-004-9,
pp. 292-312 (pdf).
- A.
Plaza. Parallel Spatial-Spectral Processing of Hyperspectral
Images, in: Computational Intelligence for Remote Sensing.
Edited by M. Graña and R. J. Duro, Series: Studies in Computational
Intelligence, vol. 133, Springer Berlin, 2008, ISBN:
978-3-540-79352-6, pp. 163-192 (pdf).
- J.
Plaza, A. Plaza, R. Perez and P. Martinez. Parallel
Classification of Hyperspectral Images Using Neural Networks,
in: Computational Intelligence for Remote Sensing. Edited by
M. Graña and R. J. Duro, Series: Studies in Computational
Intelligence, vol. 133, Springer Berlin, 2008, ISBN:
978-3-540-79352-6, pp. 193-216 (pdf).
- A.
Plaza and C.-I Chang. Preface to High Performance Computing in
Remote Sensing, in: High Performance Computing in Remote
Sensing. Edited by A. Plaza and C.-I Chang, Chapman &
Hall/CRC Press, Computer & Information Science Series, Boca
Raton, Florida, October 2007, ISBN: 9781584886624, pp. 1-7, 2007 (pdf).
- A.
Plaza and C.-I Chang. Computer Architectures in Remote Sensing:
Overview and Case Study, in: High Performance Computing in
Remote Sensing. Edited by A. Plaza and C.-I Chang, Chapman
& Hall/CRC Press, Computer & Information Science Series,
Boca Raton, Florida, October 2007, ISBN: 9781584886624, pp. 9-41,
2007 (pdf).
- J.
Plaza, R. Perez, A. Plaza, P. Martinez and D. Valencia. Parallel
Implementation of Morphological Neural Networks for Hyperspectral
Image Analysis, in: High Performance Computing in Remote
Sensing. Edited by A. Plaza and C.-I Chang, Chapman &
Hall/CRC Press, Computer & Information Science Series, Boca
Raton, Florida, October 2007, ISBN: 9781584886624, pp. 131-150, 2007
(pdf).
- D.
Valencia, P. Martínez, A. Plaza and J. Plaza. Parallel Wildland
Fire Monitoring and Tracking Using Heterogeneous Computing
Resources, in: High Performance Computing in Remote
Sensing. Edited by A. Plaza and C.-I Chang, Chapman &
Hall/CRC Press, Computer & Information Science Series, Boca
Raton, Florida, October 2007, ISBN: 9781584886624, pp. 151-182, 2007
(pdf).
- A.
Plaza. Morphological Hyperspectral Image Analysis, A Parallel
Processing Perspective, in: Hyperspectral Data
Exploitation: Theory and Applications. Edited by C.-I Chang.
John Wiley & Sons, May 2007, ISBN: 978-0-471-74697-3, pp.
353-378, April 2007 (html,
pdf).
- A.
Plaza. Applications of Morphological Processing to Endmember
Extraction, in: Recent Advances in Hyperspectral Signal
and Image Processing. Edited by C.-I Chang. Research Signpost,
Kerala, India, ISBN: 81-7895-218-1, pp. 195-220, 2007 (html,
pdf).
- F.
Chaudhry, W. Liu, S. Chakravarty, C.-I Chang and A. Plaza. Pixel
Purity Index-Based Endmember Extraction Algorithms, in: Recent
Advances in Hyperspectral Signal and Image Processing. Edited
by C.-I Chang. Research Signpost, Kerala, India, ISBN:
81-7895-218-1, pp. 29-62, 2007 (html,
pdf).
- A.
Plaza, J. Plaza, D. Valencia and P. Martinez. Parallel
Segmentation of Multispectral Images Using Multidimensional
Mathematical Morphology, in: Advances in Image and Video
Segmentation. Edited by Y.J. Zhang, IRM Press, Pennsylvania,
ISBN: 1591407532, pp. 270-291, 2006 (html,
pdf).
- B.
Ramakhrishna, A. Plaza, C.-I Chang, H. Ren, Q. Du and C.-C. Chang. Spectral/Spatial
Hyperspectral Image Compression, in: Hyperspectral Data
Compression. Edited by G. Motta, F. Rizzo y J.A. Storer,
Springer, Berlin, Germany, ISBN: 0387285792, pp. 309-346, 2006 (html,
pdf).
- P.L.
Aguilar, A. Plaza, R.M. Perez and P. Martinez. Morphological
Endmember Identification and Its Systolic Array Design, in: Neural
Networks and Systolic Array Design. Edited by D. Zhang and
S.K. Pal, World Scientific, Singapore, ISBN: 978-981-02-4840-6, pp.
47-69, 2002 (html,
pdf).
- R.M.
Perez, P. Martinez, A. Plaza and P.L. Aguilar. Systolic Array
Methodology for a Neural Model to Solve the Mixture Problem,
in: Neural Networks and Systolic Array Design. Edited by D.
Zhang and S.K. Pal, World Scientific, Singapore, ISBN:
978-981-02-4840-6, pp. 23-46, 2002 (html,
pdf).
- P.
Martinez, P.L. Aguilar, R.M. Perez and A. Plaza. Systolic SOM
Neural Network for Hyperspectral Image Classification, in: Neural
Networks and Systolic Array Design. Edited by D. Zhang and
S.K. Pal, World Scientific, Singapore, ISBN: 978-981-02-4840-6, pp.
193-204, 2002 (html,
pdf).
Peer-Reviewed
International
Conference Papers (297):
- C.
Zhu, S. Zang, J. Plaza, J. Li and A. Plaza. Impervious Surface
Extraction from Multispectral Images Using Morphological Attribute
Profiles and Spectral Mixture Analysis. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- Y.
Su, A. Marinoni, J. Li, A. Plaza and P. Gamba. Nonnegative
Sparse Autoencoder for Robust Endmember Extraction from Remotely
Sensed Hyperspectral Images.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- Y.
Liu, J. Bioucas-Dias, J. Li and A. Plaza. Multi-Superpixelization-Based
Convex Formulation for Joint Classification of Hyperspectral and
LiDAR Data.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- Y.
Sun, J. M. Bioucas-Dias, X. Zhang, Y. Liu and A. Plaza. A New
Classification-Oriented Endmember Extraction and Sparse Unmixing
Approach for Hyperspectral Data. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- S.
Zhang, J. Li, J. Plaza, H.-C. Li and A. Plaza. Spatial
Weighted Sparse Regression for Hyperspectral Image Unmixing.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- Y.
Liu, J. Bioucas-Dias, J. Li and A. Plaza. Hyperspectral Cloud
Shadow Removal Based on Linear Unmixing. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- M.
Peñalver, F. Del Frate, M. E. Paoletti, J. M. Haut, J.
Plaza and A. Plaza. Onboard Payload-Data
Dimensionality Reduction.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- M.
E. Paoletti, J. M. Haut, J. Plaza, A. Plaza, Q. Liu
and R. Hang. Multicore Implementation of the
Multi-Scale Adaptive Deep Pyramid Matching Model for
Remotely Sensed Image Classification.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'17), Fort Worth,
Texas, 2017 (pdf).
- J.
M. Haut, M. E. Paoletti, A. Paz-Gallardo, J. Plaza and
A. Plaza. Cloud Implementation of Logistic
Regression for Hyperspectral Image Classification.
Proceedings of the 17th International Conference on
Computational and Mathematical Methods in Science and
Engineering (CMMSE'17), Rota, Spain, 2017 (pdf).
- M.
E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. Yingyang
K-Means Clustering for Hyperspectral Image Analysis.
Proceedings of the 17th International Conference on
Computational and Mathematical Methods in Science and
Engineering (CMMSE'17), Rota, Spain, 2017 (pdf).
- Y.
Sun, J. Li, W. Wang, A. Plaza and Z. Chen. Active
Learning Based Autoencoder for Hyperspectral Imagery
Classification. IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing,
China, 2016 (pdf).
- A.
Marinoni, A. Plaza and P. Gamba. On
the Detection of Linear Mixtures in Hyperspectral Images.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing,
China, 2016 (pdf).
- X.
Xu, J. Li and A. Plaza. Fusion
of LiDAR and Hyperspectral Data Using Morphological Component
Analysis.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing,
China, 2016 (pdf).
- S.
Bernabe, G. Botella, J. M. R. Navarro, C. Orueta, M. Prieto
and A. Plaza. Parallel
Implementation of the Simplex Growing Algorithm for
Hyperspectral Unmixing Using OpenCL.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16),
Beijing, China, 2016 (pdf).
- M.
Khodadadzadeh, L. Bruzzone, J. Li and A. Plaza. A
Gaussian Approach to Subspace Based Classification
of Hyperspectral Images.
IEEE
Geoscience and Remote Sensing Symposium (IGARSS'16),
Beijing, China, 2016 (pdf).
- J.
Delgado, G. Martin, J. Plaza, L. I. Jimenez and A.
Plaza. On the
Optimization of Memory Access to Increase the
Performance of Spatial Preprocessing Techniques on
Graphics Processing Units.
IEEE
Geoscience and Remote Sensing
Symposium (IGARSS'16), Beijing, China,
2016 (pdf).
- Y.
Liu, F. Condessa, J. M. Bioucas-Dias,
J. Li and A. Plaza. Convex
Formulation for Hyperspectral Image
Clasisification with Superpixels.
IEEE
Geoscience and Remote
Sensing Symposium
(IGARSS'16), Beijing,
China, 2016