PUBLICATIONS OF ANTONIO J. PLAZA

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Journal Papers (230):

  1. M. E. Paoletti, J. M. Haut, R. Fernandez-Beltran, J. Plaza, A. Plaza and F. Pla. Capsule Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  2. M. E. Paoletti, J. M. Haut, R. Fernandez-Beltran, J. Plaza, A. Plaza and F. Pla. Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  3. N. He, M. E. Paoletti, J. M. Haut, L. Fang, S. Li, A. Plaza and J. Plaza. Feature Extraction with Multiscale Covariance Maps for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  4. N. He, L. Fang, S. Li, A. Plaza and J. Plaza. Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  5. J. M. Haut, M. E. Paoletti, J. Plaza, J. Li and A. Plaza. Active Learning with Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  6. J. M. Haut, R. Fernandez-Beltran, M. E. Paoletti, J. Plaza, A. Plaza and F. Pla. A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  7. R. Fernandez-Beltran, A. Plaza, J. Plaza and F. Pla. Hyperspectral Unmixing based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  8. X. Xu, X. Tong, A. Plaza, J. Li, H. Xie and L. Zhang. Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  9. A. Marinoni, J. Plaza, A. Plaza and P. Gamba. Estimating Nonlinearities in p-Linear Hyperspectral Mixtures. IEEE Transactions on Geoscience and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=4.662].
  10. M. E. Paoletti, J. M. Haut, J. Plaza and A. Plaza. Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification. Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=3.406].
  11. C. Zhu, J. Li, S. Zhang, C. Wu, B. Zhang, L. Gao and A. Plaza. Impervious Surface Extraction from Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, accepted for publication, 2018 (pdf) [IF(2017)=2.777].
  12. R. Fernandez-Beltran, J. M. Haut, M. E. Paoletti, J. Plaza, A. Plaza and F. Pla. Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion. IEEE Geoscience and Remote Sensing Letters, accepted for publication, 2018 (pdf) [IF(2017)=2.892].
  13. 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(2017)=1.574].
  14. 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(2017)=1.574].
  15. 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(2017)=1.574].
  16. J. M. Haut, M. E. Paoletti, J. Plaza and A. Plaza. Fast Dimensionality Reduction and Classification of Hyperspectral Images with Extreme Learning Machines. Journal of Real-Time Image Processing, accepted for publication, 2018 (pdf) [IF(2017)=1.574].
  17. 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, vol. 145, Part A, pp. 120-147, November 2018 (pdf) [IF(2017)=5.994].
  18. X.-R. Feng, H.-C. Li, J. Li, Q. Du, A. Plaza and W. J. Emery. Hyperspectral Unmixing Using Sparsity Constrained Deep Nonnegative Matrix Factorization with Total Variation. IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 10, pp. 6245-6257, October 2018 (pdf) [IF(2017)=4.662].
  19. S. Zang, J. Li, Z. Wu and A. Plaza. Spatial Discontinuity-Weighted Sparse Unmixing of Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 10, pp. 5767-5779, October 2018 (pdf) [IF(2017)=4.662].
  20. 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, vol. 56, no. 6, pp. 3265-3276, June 2018 (pdf) [IF(2017)=4.662].
  21. 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, vol. 56, no. 6, pp. 3534-3546, June 2018 (pdf) [IF(2017)=4.662].
  22. 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(2017)=4.662].
  23. 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(2017)=2.892].
  24. 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(2017)=2.777].
  25. 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(2017)=2.777].
  26. E. Torti, A. Fontanella and A. Plaza. Parallel Real-Time Virtual Dimensionality Estimation for Hyperspectral Images. Journal of Real-Time Image Processing, vol. 14, no. 4, pp. 753-761, April 2018 (pdf) [IF(2017)=1.574].
  27. 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(2017)=6.457].
  28. 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(2017)=4.932].
  29. 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(2017)=4.662].
  30. 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(2017)=4.662].
  31. 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(2017)=9.107].
  32. 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(2017)=9.107].
  33. 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(2017)=9.107].
  34. 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(2017)=4.662].
  35. 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(2017)=2.892].
  36. 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(2017)=2.777].
  37. 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(2017)=4.662].
  38. 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(2017)=2.777].
  39. 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(2017)=2.777].
  40. 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(2017)=2.777].
  41. 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(2017)=4.662].
  42. 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(2017)=2.892].
  43. 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(2017)=2.892].
  44. 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(2017)=4.932].
  45. 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(2017)=2.777].
  46. 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(2017)=2.777].
  47. 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(2017)=2.892].
  48. 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(2017)=2.777].
  49. 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(2017)=2.777].
  50. 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(2017)=1.532].
  51. 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(2017)=1.532].
  52. 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(2017)=3.406].
  53. 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].
  54. 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].
  55. 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].
  56. 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].
  57. 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].
  58. 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].
  59. 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].
  60. 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].
  61. 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].
  62. 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].
  63. 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].
  64. 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].
  65. 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].
  66. 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].
  67. 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].
  68. 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].
  69. 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].
  70. 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].
  71. 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].
  72. 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].
  73. 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].
  74. 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].
  75. 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].
  76. 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].
  77. 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].
  78. 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].
  79. 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].
  80. 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).
  81. 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].
  82. 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].
  83. 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].
  84. 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].
  85. 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].
  86. 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].
  87. 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].
  88. 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].
  89. 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].
  90. 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].
  91. 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].
  92. 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].
  93. 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].
  94. 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]. 
  95. 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].
  96. 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].
  97. 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].
  98. 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].
  99. 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].
  100. 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].
  101. 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].
  102. 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].
  103. 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].
  104. 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].
  105. 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].
  106. 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].
  107. 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].
  108. 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].
  109. 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].
  110. 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].
  111. 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].
  112. 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].
  113. 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].
  114. 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].
  115. 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].
  116. 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].
  117. 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].
  118. 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].
  119. 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].
  120. 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].
  121. 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].
  122. 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].
  123. 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].
  124. 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].
  125. 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)