PUBLICATIONS OF ANTONIO J. PLAZA

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Journal Papers (202):

  1. 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, accepted for publication, 2017 [JCR(2016)=9.237].
  2. 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, accepted for publication, 2017 [JCR(2016)=4.942].
  3. 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, accepted for publication, 2017 [JCR(2016)=4.942].
  4. 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, accepted for publication, 2017 (pdf) [JCR(2016)=4.942].
  5. 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, accepted for publication, 2017 (pdf) [JCR(2016)=2.913].
  6. 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, 2017 (pdf) [JCR(2016)=2.010].
  7. E. Torti, A. Fontanella, F. Leporati and A. Plaza. Parallel Real-Time Virtual Dimensionality Estimation for Hyperspectral Images. Journal of Real-Time Image Processing, accepted for publication, 2017 [JCR(2016)=2.010].
  8. 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) [JCR(2016)=2.761].
  9. 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) [JCR(2016)=4.942].
  10. 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) [JCR(2016)=2.913].
  11. 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) [JCR(2016)=2.913].
  12. 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) [JCR(2016)=2.913].
  13. 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) [JCR(2016)=4.942].
  14. 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) [JCR(2016)=2.761].
  15. 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)  [JCR(2016)=2.761].
  16. 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) [JCR(2016)=2.676].
  17. 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) [JCR(2016)=2.913].
  18. 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) [JCR(2016)=2.913].
  19. 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) [JCR(2016)=2.761].
  20. 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) [JCR(2016)=2.913].
  21. 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) [JCR(2016)=2.913].
  22. 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) [JCR(2016)=1.929].
  23. J. M. Haut, M. 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) [JCR(2016)=1.929].
  24. 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) [JCR(2016)=3.244].
  25. 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) [JCR(2016)=2.913].
  26. 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) [JCR(2016)=2.913].
  27. 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) [JCR(2016)=9.237].
  28. 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) [JCR(2016)=2.761].
  29. 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) [JCR(2016)=4.942].
  30. 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) [JCR(2016)=2.913].
  31. 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) [JCR(2016)=2.913].
  32. 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) [JCR(2016)=2.913].
  33. 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) [JCR(2016)=2.913].
  34. 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) [JCR(2016)=2.913].
  35. 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) [JCR(2016)=4.942].
  36. 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) [JCR(2016)=4.942].
  37. 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) [JCR(2016)=2.913].
  38. 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) [JCR(2016)=4.942].
  39. 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) [JCR(2016)=4.942].
  40. 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) [JCR(2016)=2.761].
  41. 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) [JCR(2016)=4.942].
  42. 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) [JCR(2016)=4.942].
  43. 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) [JCR(2016)=2.913].
  44. 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) [JCR(2016)=4.942].
  45. 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) [JCR(2016)=2.913].
  46. 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) [JCR(2016)=2.913].
  47. 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) [JCR(2016)=2.913].
  48. 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) [JCR(2016)=2.913].
  49. 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) [JCR(2016)=2.913].
  50. 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) [JCR(2016)=2.913].
  51. 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) [JCR(2016)=2.913].
  52. 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).
  53. 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) [JCR(2015)=2.228].
  54. 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) [JCR(2015)=2.145].
  55. 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) [JCR(2015)=2.145].
  56. 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) [JCR(2015)=2.145].
  57. 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) [JCR(2015)=3.360].
  58. 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) [JCR(2015)=2.228].
  59. 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) [JCR(2015)=2.228].
  60. 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) [JCR(2015)=1.564].
  61. 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) [JCR(2015)=3.360].
  62. 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) [JCR(2015)=2.228].
  63. 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) [JCR(2015)=2.145].
  64. 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) [JCR(2015)=2.145].
  65. 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) [JCR(2015)=2.145].
  66. 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) [JCR(2015)=2.145]. 
  67. 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) [JCR(2015)=2.145].
  68. 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) [JCR(2015)=2.145].
  69. 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) [JCR(2015)=2.145].
  70. 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) [JCR(2015)=2.145].
  71. 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) [JCR(2015)=2.569].
  72. 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) [JCR(2015)=2.228].
  73. 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) [JCR(2015)=2.228].
  74. 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) [JCR(2015)=3.360].
  75. 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) [JCR(2015)=3.360].
  76. 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) [JCR(2015)=1.088].
  77. 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) [JCR(2015)=3.360].
  78. 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) [JCR(2015)=2.228].
  79. 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) [JCR(2015)=0.937].
  80. 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) [JCR(2014)=3.026].
  81. 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) [JCR(2014)=2.095].
  82. 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) [JCR(2015)=3.360].
  83. 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) [JCR(2014)=0.858].
  84. 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) [JCR(2014)=1.183].
  85. 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) [JCR(2014)=3.514].
  86. 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) [JCR(2014)=3.026].
  87. 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) [JCR(2014)=2.020].
  88. 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) [JCR(2014)=2.020].
  89. 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) [JCR(2014)=3.514].
  90. 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) [JCR(2014)=3.625].
  91. 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) [JCR(2014)=3.026].
  92. 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) [JCR(2014)=3.514].
  93. 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) [JCR(2014)=3.026].
  94. 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) [JCR(2014)=3.026].
  95. 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) [JCR(2014)=3.026].
  96. 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) [JCR(2014)=3.026].
  97. 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) [JCR(2014)=3.026].
  98. 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) [JCR(2014)=3.026].
  99. 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) [JCR(2014)=3.026].
  100. 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) [JCR(2014)=3.026].
  101. 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) [JCR(2014)=3.026].
  102. 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) [JCR(2014)=2.095].
  103. 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) [JCR(2014)=2.095].
  104. 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) [JCR(2014)=3.514].
  105. 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) [JCR(2014)=5.852].
  106. 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) [JCR(2014)=2.095].
  107. 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) [JCR(2013)=2.993].
  108. 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) [JCR(2013)=1.809].
  109. 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) [JCR(2013)=2.827].
  110. 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) [JCR(2013)=2.993].
  111. 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) [JCR(2013)=1.355].
  112. 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).
  113. 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) [JCR(2013)=2.827].
  114. 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) [JCR(2013)=2.827].
  115. 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) [JCR(2013)=2.827].
  116. 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) [JCR(2013)=0.810].
  117. 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) [JCR(2013)=5.466].  
  118. 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) [JCR(2013)=1.809].
  119. 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) [JCR(2013)=1.809].
  120. 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) [JCR(2013)=1.809].
  121. 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) [JCR(2013)=0.529].
  122. 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) [JCR(2013)=2.993].
  123. A. Plaza. Editorial. IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 1, pp. 3-4, January 2013 (pdf) [JCR(2013)=2.993].
  124. 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) [JCR(2012)=3.467].
  125. 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) [JCR(2012)=1.834].
  126. 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).
  127. 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) [JCR(2012)=3.467].
  128. 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) [JCR(2012)=0.876].
  129. 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) [JCR(2012)=0.876].
  130. 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).
  131. 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) [JCR(2012)=2.874].  
  132. 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) [JCR(2012)=2.874].
  133. 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) [JCR(2012)=2.874].
  134. 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) [JCR(2012)=2.874].
  135. 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) [JCR(2012)=2.874].
  136. 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) [JCR(2012)=3.467].
  137. 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).
  138. 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) [JCR(2012)=3.467].
  139. 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) [JCR(2012)=2.874].
  140. 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) [JCR(2012)=1.767].
  141. 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) [JCR(2011)=0.818]. 
  142. 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) [JCR(2011)=0.818].
  143. 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) [JCR(2011)=0.818].
  144. 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) [JCR(2011)=0.578].
  145. 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).
  146. 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) [JCR(2011)=0.578].
  147. 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) [JCR(2011)=2.895].
  148. 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) [JCR(2011)=2.895].
  149. 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) [JCR(2011)=1.489].
  150. 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) [JCR(2011)=1.489].
  151. 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) [JCR(2011)=1.489].
  152. 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) [JCR(2011)=0.636].
  153. 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) [JCR(2011)=1.560].
  154. 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) [JCR(2011)=1.560].
  155. 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) [JCR(2011)=1.560].
  156. 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) [JCR(2011)=2.895].
  157. 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) [JCR(2011)=4.066].
  158. 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) [JCR(2011)=1.560].
  159. 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 [JCR(2010)=1.000].
  160. 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) [JCR(2010)=0.623].
  161. 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) [JCR(2010)=2.485].
  162. 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) [JCR(2010)=1.416].
  163. A. Plaza. Computational Issues in Remote Sensing Data Analysis. IEEE Geoscience and Remote Sensing Newsletter, no. 156, pp. 11-15, September 2010 (pdf).
  164. 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) [JCR(2010)=1.000].
  165. 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) [JCR(2010)=0.907].
  166. 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) [JCR(2010)=1.431].
  167. 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) [JCR(2010)=1.053].
  168. 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) [JCR(2010)=1.053].
  169. 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) [JCR(2009)=2.554].
  170. 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) [JCR(2009)=1.379].
  171. 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) [JCR(2009)=3.612]. One of the most downloaded papers of Remote Sensing of Environment in July-September 2009 (html).
  172. 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) [JCR(2009)=3.612]. One of the most downloaded papers of Remote Sensing of Environment in July-September 2009 (html).
  173. 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) [JCR(2009)=2.234].
  174. 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) [JCR(2010)=0.962].
  175. 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) [JCR(2009)=1.821].
  176. 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) [JCR(2009)=1.821].
  177. 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) [JCR(2008)=1.824].
  178. 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)  [JCR(2008)=1.824].
  179. 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)  [JCR(2008)=1.824].
  180. 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) [JCR(2008)=1.791].
  181. 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).
  182. 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)  [JCR(2008)=0.591].
  183. 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)  [JCR(2008)=1.309]. One of the most downloaded papers of Parallel Computing in January-March 2008 (html).
  184. 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)  [JCR(2008)=3.157]. 
  185. 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)  [JCR(2008)=1.168]. One of the most downloaded papers of the Journal of Parallel and Distributed Computing in January-March 2008 (html).
  186. 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.
  187. 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) [JCR(2007)=1.140].
  188. 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) [JCR(2007)=0.246].
  189. 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).
  190. 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) [JCR(2006)=1.752]. 
  191. 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) [JCR(2007)=1.140]. 
  192. 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) [JCR(2006)=0.430]. Most downloaded paper of the Journal of Parallel and Distributed Computing in January-March 2006 (html).
  193. 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) [JCR(2006)=0.441].
  194. 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) [JCR(2007)=1.140]. 
  195. 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) [JCR(2008)=0.707]. 
  196. 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) [JCR(2005)=1.627]. 
  197. 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) [JCR(2004)=2.176].
  198. 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) [JCR(2004)=1.467]. 
  199. 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).
  200. 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) [JCR(2002)=1.603]. 
  201. 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 [JCR(2002)=0.409] (See Correction, Pattern Recognition Letters, vol. 1-3, pp. 631, January 2003).
  202. 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):

  1. A. Plaza, B. Zhang, J. A. Benediktsson, T. Yang and J. Li. Special Issue on Spatial Technology and Social Media. Proceedings of the IEEE, to be published in 2017 [JCR(2016)=9.237].
  2. 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) [JCR(2015)=2.145].
  3. 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) [JCR(2014)=2.020].
  4. 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) [JCR(2012)=2.874].
  5. 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) [JCR(2012)=0.876].
  6. 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) [JCR(2011)=0.818].
  7. 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) [JCR(2011)=2.895].
  8. 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) [JCR(2011)=1.489].
  9. 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) [JCR(2010)=0.962].
  10. 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) [JCR(2008)=1.824]

Edited Books and Proceedings (9):

  1. 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).
  2. 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).
  3. 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).
  4. 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).
  5. 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).
  6. 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).
  7. 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).
  8. 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).
  9. 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 (23):

  1. 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).
  2. 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).
  3. 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).
  4.  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).
  5. 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).
  6. 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).
  7. 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).
  8. 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).
  9. 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).
  10. 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).
  11. 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).
  12. 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).
  13. 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).
  14. 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).
  15. 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).
  16. 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).
  17. 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). 
  18. 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).
  19. 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).
  20. 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).
  21. 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).
  22. 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).
  23. 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 (287):

  1. 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).
  2. 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).
  3. 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).
  4. 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).
  5. 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).
  6. 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).
  7. 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 (pdf).
  8. M. D. Iordache, N. Bhatia, J. M. Bioucas-Dias and A. Plaza. Uncertainty Propagation from Atmospheric Parameters to Sparse Hyperspectral Unmixing. IEEE Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing, China, 2016 (pdf).
  9. L. I. Jimenez, G. Martin, S. Sanchez, J. Plaza and A. Plaza. Fast Spatial-Spectral Preprocessing for Endmember Extraction and Spectral Unmixing Using Graphics Processing Units. IEEE Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing, China, 2016 (pdf).
  10. A. Erturk, S. Erturk and A. Plaza. Unmixing with SLIC Superpixels for Hyperspectral Change Detection. IEEE Geoscience and Remote Sensing Symposium (IGARSS'16), Beijing, China, 2016 (pdf).
  11. A. Marinoni, J. Plaza, A. Plaza and P. Gamba. An Iterative Enhancement of Higher Order Nonlinear Mixture Model for Accurate Hyperspectral Unmixing. IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS'16), Los Angeles, California, 2016 (pdf).
  12. S. Zhang, J. Li, Z. Wu and A. Plaza. Sparse Hyperspectral Unmixing with Spatial Discontinuity Preservation. IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS'16), Los Angeles, California, 2016 (pdf).
  13. N. Yokoya, X. Zhu and A. Plaza. Graph-Regularized Coupled Spectral Unmixing for Multisensor Time-Series Analysis. IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS'16), Los Angeles, California, 2016 (pdf).
  14. Z. Wu, Q. Wang, A. Plaza, J. Li, J. Wei and Z. Wei. GPU Implementation of Hyperspectral Image Classification Based on Weighted Markov Random Fields.