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Miguel Velez-Reyes, Ph.D. - Publications

Affiliations: 
1992-2012 Electrical and Computer Engineering University of Puerto Rico - Mayaguez 
 2012- Electrical and Computer Engineering University of Texas at El Paso, El Paso, TX, United States 
Area:
Engineering, Remote Sensing
Website:
http://expertise.utep.edu/profiles/mvelezreyes
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68 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Alkhatib MQ, Velez-Reyes M. Improved Spatial-Spectral Superpixel Hyperspectral Unmixing Remote Sensing. 11: 2374. DOI: 10.3390/Rs11202374  0.795
2017 Yi J, Velez-Reyes M. Dimensionality reduction using superpixel segmentation for hyperspectral unmixing using the cNMF Proceedings of Spie. 10198. DOI: 10.1117/12.2264345  0.666
2017 Aldeghlawi M, Velez-Reyes M. A comparison of column subset selection methods for hyperspectral band subset selection (Conference Presentation) Proceedings of Spie. 10198. DOI: 10.1117/12.2264291  0.452
2016 Torres-Madronero MC, Velez-Reyes M. Hyperspectral endmember class extraction using clustering and validity indexes Proceedings of the Ieee Southwest Symposium On Image Analysis and Interpretation. 2016: 81-84. DOI: 10.1109/SSIAI.2016.7459180  0.743
2016 Marin-McGee MJ, Velez-Reyes M. A Spectrally Weighted Structure Tensor for Hyperspectral Imagery Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. DOI: 10.1109/Jstars.2016.2536753  0.362
2015 Marqués I, Graña M, Sanchez SM, Alkhatib MQ, Velez-Reyes M. Person detection in hyperspectral images via skin segmentation using an active learning approach Proceedings of Spie - the International Society For Optical Engineering. 9472. DOI: 10.1117/12.2179333  0.785
2015 Sanchez SM, Velez-Reyes M. Skin detection in hyperspectral images Proceedings of Spie - the International Society For Optical Engineering. 9472. DOI: 10.1117/12.2179332  0.442
2014 Torres-Madronero MC, Velez-Reyes M, Goodman JA. Subsurface unmixing for benthic habitat mapping using hyperspectral imagery and lidar-derived bathymetry Proceedings of Spie - the International Society For Optical Engineering. 9088. DOI: 10.1117/12.2053491  0.81
2014 Goenaga-Jimenez MA, Vélez-Reyes M. Integrating spatial information in unmixing using the nonnegative matrix factorization Proceedings of Spie. 9088: 908811. DOI: 10.1117/12.2053401  0.437
2014 Torres-Madronero MC, Velez-Reyes M. Integrating spatial information in unsupervised unmixing of hyperspectral imagery using multiscale representation Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7: 1985-1993. DOI: 10.1109/Jstars.2014.2319261  0.791
2013 Marin-McGee M, Velez-Reyes M. Enhancement of hyperspectral imagery using spectrally weighted tensor anisotropic nonlinear diffusion for classification Proceedings of Spie - the International Society For Optical Engineering. 8743. DOI: 10.1117/12.2017665  0.35
2013 Goenaga-Jimenez MA, Vélez-Reyes M. Comparing quadtree region partitioning metrics for hyperspectral unmixing Proceedings of Spie. 8743. DOI: 10.1117/12.2016595  0.453
2013 Goenaga MA, Torres-Madronero MC, Velez-Reyes M, Van Bloem SJ, Chinea JD. Unmixing analysis of a time series of hyperion images over the guánica dry forest in puerto rico Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 6: 329-338. DOI: 10.1109/Jstars.2012.2225096  0.777
2012 Torres-Madronero MC, Velez-Reyes M. Unsupervised unmixing analysis based on multiscale representation Proceedings of Spie - the International Society For Optical Engineering. 8390. DOI: 10.1117/12.920698  0.792
2012 Goenaga-Jimenez MA, Velez-Reyes M. Incorporating local information in unsupervised hyperspectral unmixing Proceedings of Spie - the International Society For Optical Engineering. 8390. DOI: 10.1117/12.920686  0.462
2012 Pérez-Irizarry GJ, De La Cruz-Sanchez F, Landrón-Rivera BA, Santiago NG, Velez-Reyes M. Developing a portable GPU library for hyperspectral image processing Proceedings of Spie - the International Society For Optical Engineering. 8390. DOI: 10.1117/12.920499  0.404
2012 Vélez-Reyes M. Evaluation of the graphics processing unit architecture for the implementation of target detection algorithms for hyperspectral imagery Journal of Applied Remote Sensing. 6: 061506. DOI: 10.1117/1.Jrs.6.061506  0.45
2012 Vélez-Reyes M. Publisher’s Note: Evaluation of the graphics processing unit architecture for the implementation of target detection algorithms for hyperspectral imagery Journal of Applied Remote Sensing. 6: 060102. DOI: 10.1117/1.Jrs.6.060102  0.331
2012 Dorado-Muñoz LP, Vélez-Reyes M, Mukherjee A, Roysam B. A vector SIFT detector for interest point detection in hyperspectral imagery Ieee Transactions On Geoscience and Remote Sensing. 50: 4521-4533. DOI: 10.1109/Tgrs.2012.2191791  0.486
2011 Marin-McGee M, Velez-Reyes M. Enhancement of flow-like structures in hyperspectral imagery using tensor nonlinear anisotropic diffusion Proceedings of Spie - the International Society For Optical Engineering. 8048. DOI: 10.1117/12.885645  0.338
2011 Dorado-Muñoz LP, Velez-Reyes M. Ship detection in MODIS imagery Proceedings of Spie - the International Society For Optical Engineering. 8048. DOI: 10.1117/12.885632  0.358
2011 Trigueros-Espinosa B, Vélez-Reyes M, Santiago-Santiago NG, Rosario-Torres S. Evaluation of the GPU architecture for the implementation of target detection algorithms for hyperspectral imagery Proceedings of Spie. 8048. DOI: 10.1117/12.885621  0.423
2011 Torres-Madronero MC, Velez-Reyes M, Van Bloem SJ, Chinea JD. Multi-temporal unmixing analysis of Hyperion images over the Guanica Dry Forest Workshop On Hyperspectral Image and Signal Processing, Evolution in Remote Sensing. DOI: 10.1109/WHISPERS.2011.6080870  0.749
2010 Messinger DW, Van Aardt J, McKeown D, Casterline M, Faulring J, Raqueño N, Basener B, Velez-Reyes M. High resolution and LIDAR imaging support to the Haiti earthquake relief effort Proceedings of Spie - the International Society For Optical Engineering. 7812. DOI: 10.1117/12.862090  0.647
2010 Marin-McGee M, Velez-Reyes M. Denoising of hyperspectral images by best multilinear rank approximation of a tensor Proceedings of Spie - the International Society For Optical Engineering. 7695. DOI: 10.1117/12.851745  0.424
2010 Peña-Ortega C, Vélez-Reyes M. Evaluation of different structural models for target detection in hyperspectral imagery Proceedings of Spie. 7695. DOI: 10.1117/12.851743  0.388
2010 Rey-Villamizar N, Vélez-Reyes M. Using k-MST, k-EC and k-VC neighbor graphs construction methods with spatial coherent distance for manifold learning in hyperspectral image processing Proceedings of Spie. 7695. DOI: 10.1117/12.851725  0.41
2010 Santos-García A, Vélez-Reyes M. Understanding the impact of spatial resolution in unmixing of hyperspectral images Proceedings of Spie. 7695. DOI: 10.1117/12.850846  0.511
2010 Dorado-Muñoz LP, Velez-Reyes M, Mukherjee A, Roysam B. A vector SIFT operator for interest point detection in hyperspectral imagery 2nd Workshop On Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Whispers 2010 - Workshop Program. DOI: 10.1109/WHISPERS.2010.5594965  0.36
2010 Santos-García A, Velez-Reyes M. Identifiability of geometric models for linear unmixing at different spatial resolutions in hyperspectral unmixing 2nd Workshop On Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Whispers 2010 - Workshop Program. DOI: 10.1109/WHISPERS.2010.5594923  0.422
2009 Torres-Madronero MC, Velez-Reyes M, Goodman JA. Underwater unmixing and water optical properties retrieval using HyCIAT Proceedings of Spie - the International Society For Optical Engineering. 7457. DOI: 10.1117/12.835957  0.784
2009 Peña-Ortega C, Vélez-Reyes M. Comparison of basis-vector selection methods for structural modeling of hyperspectral imagery Proceedings of Spie. 7457. DOI: 10.1117/12.835956  0.343
2009 Torres-Madronero MC, Velez-Reyes M, Goodman JA. Fusion of hyperspectral imagery and bathymetry information for inversion of bioptical models Proceedings of Spie - the International Society For Optical Engineering. 7473. DOI: 10.1117/12.835896  0.783
2009 Morales-Irizarry EV, Velez-Reyes M. Effects of image restoration in classification and visual analysis of landsat imagery over Puerto Rico Proceedings of Spie - the International Society For Optical Engineering. 7334. DOI: 10.1117/12.823753  0.47
2009 Dorado-Munoz LP, V́elez-Reyes M, Roysam B, Mukherjee A. Interest point detection for hyperspectral imagery Proceedings of Spie - the International Society For Optical Engineering. 7334. DOI: 10.1117/12.819487  0.469
2009 Santos-García A, Vélez-Reyes M, Rosario-Torres S, Chinea JD. A comparison of unmixing algorithms for hyperspectral imagery Proceedings of Spie. 7334. DOI: 10.1117/12.819486  0.489
2009 Mukherjee A, Velez-Reyes M, Roysam B. Interest points for hyperspectral image data Ieee Transactions On Geoscience and Remote Sensing. 47: 748-760. DOI: 10.1109/Tgrs.2008.2011280  0.49
2008 Manian V, Velez-Reyes M. Support vector classification of land cover and benthic habitat from hyperspectral images International Journal of High Speed Electronics and Systems. 18: 337-348. DOI: 10.1142/S0129156408005382  0.757
2008 Goodman JA, Vélez-Reyes M, Rosario-Torres S. An update on SeaBED: A TesBED for validating subsurface aquatic hyperspectral remote sensing algorithms Proceedings of Spie - the International Society For Optical Engineering. 7105. DOI: 10.1117/12.803785  0.391
2008 Masalmah YM, Veléz-Reyes M. A full algorithm to compute the constrained positive matrix factorization and its application in unsupervised unmixing of hyperspectral imagery Proceedings of Spie - the International Society For Optical Engineering. 6966. DOI: 10.1117/12.779444  0.801
2008 Duarte-Carvajalino JM, Sapiro G, Velez-Reyes M. Unsupervised spectral-spatial classification of hyperspectral imagery using real and complex features and generalized histograms Proceedings of Spie - the International Society For Optical Engineering. 6966. DOI: 10.1117/12.779142  0.805
2007 Duarte-Carvajalino JM, Castillo PE, Velez-Reyes M. Comparative study of semi-implicit schemes for nonlinear diffusion in hyperspectral imagery. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 16: 1303-14. PMID 17491461 DOI: 10.1109/Tip.2007.894266  0.77
2007 Vélez-Reyes M, Goodman JA, Rosario S, Castrodad AM. Subsurface unmixing with application to underwater classification Proceedings of Spie - the International Society For Optical Engineering. 6743. DOI: 10.1117/12.741369  0.726
2007 Vélez-Reyes M, Rosario-Torres S, Goodman JA, Alvira EM, Castrodad A. Hyperspectral image unmixing over benthic habitats Proceedings of Spie - the International Society For Optical Engineering. 6565. DOI: 10.1117/12.721049  0.334
2007 Duarte-Carvajalino JM, Sapiro G, Vélez-Reyes M, Castillo P. Fast multi-scale regularization and segmentation of hyperspectral imagery via anisotropic diffusion and Algebraic Multigrid solvers Proceedings of Spie - the International Society For Optical Engineering. 6565. DOI: 10.1117/12.721036  0.785
2007 Masalmah YM, Vélez-Reyes M. The impact of initialization procedures on unsupervised unmixing of hyperspectral imagery using the constrained positive matrix factorization Proceedings of Spie - the International Society For Optical Engineering. 6565. DOI: 10.1117/12.719779  0.796
2007 Jimenez-Rodriguez LO, Arzuaga-Cruz E, Velez-Reyes M. Unsupervised Linear Feature-Extraction Methods and Their Effects in the Classification of High-Dimensional Data Ieee Transactions On Geoscience and Remote Sensing. 45: 469-483. DOI: 10.1109/Tgrs.2006.885412  0.391
2006 Vélez-Reyes M, Goodman JA, Castrodad-Carrau A, Jiménez-Rodriguez LO, Hunt SD, Armstrong R. Benthic habitat mapping using hyperspectral remote sensing Proceedings of Spie - the International Society For Optical Engineering. 6360. DOI: 10.1117/12.692996  0.724
2006 Goodman JA, Vélez-Reyes M, Hunt S, Armstrong R. Development of a field test environment for the validation of coastal remote sensing algorithms: Enrique Reef, Puerto Rico Proceedings of Spie - the International Society For Optical Engineering. 6360. DOI: 10.1117/12.692994  0.755
2006 Masalmah YM, Vélez-Reyes M. A comparison of algorithms to compute the positive matrix factorization and their application to unsupervised unmixing Proceedings of Spie - the International Society For Optical Engineering. 6233. DOI: 10.1117/12.667977  0.804
2006 Masalmah YM, Vélez-Reyes M. Unsupervised unmixing of hyperspectral imagery using the positive matrix factorization Proceedings of Spie - the International Society For Optical Engineering. 6247. DOI: 10.1117/12.667976  0.812
2006 Castrodad-Carrau A, Vélez-Reyes M, Goodman JA. An algorithm to retrieve coastal water optical properties, bathymetry, and bottom albedo from hyperspectral imagery Proceedings of Spie - the International Society For Optical Engineering. 6204. DOI: 10.1117/12.667968  0.312
2006 Duarte-Carvajalino JM, Vélez-Reyes M, Castillo P. Scale-space in hyperspectral image analysis Proceedings of Spie - the International Society For Optical Engineering. 6233. DOI: 10.1117/12.667964  0.754
2006 Masalmah YM, Vélez-Reyes M. Unsupervised unmixing of hyperspectral imagery Midwest Symposium On Circuits and Systems. 2: 337-341. DOI: 10.1109/MWSCAS.2006.382281  0.818
2005 Manian V, Jimenez LO, Velez-Reyes M. A comparison of statistical and multiresolution texture features for improvimig hyperspectral image classification Proceedings of Spie - the International Society For Optical Engineering. 5982. DOI: 10.1117/12.627634  0.746
2005 Rosario-Torres S, Arzuaga-Cruz E, Velez-Reyes M, Jiménez-Rodríguez LO. An update on the MATLAB hyperspectral image analysis toolbox Proceedings of Spie - the International Society For Optical Engineering. 5806: 743-752. DOI: 10.1117/12.605674  0.381
2005 Masalmah YM, Vélez-Reyes M, Rosario-Torres S. An algorithm for unsupervised unmixing of hyperspectral imagery using positive matrix factorization Proceedings of Spie - the International Society For Optical Engineering. 5806: 703-710. DOI: 10.1117/12.605672  0.796
2005 Manian V, Velez-Reyes M. A boosting algorithm for texture classification and object detection Proceedings of Spie - the International Society For Optical Engineering. 5817: 25-33. DOI: 10.1117/12.605659  0.32
2004 Masalmah YM, Vélez-Reyes M, Jiménez-Rodríguez LO. Clutter modeling for subsurface detection in hyperspectral imagery using Markov random fields Proceedings of Spie - the International Society For Optical Engineering. 5159: 52-63. DOI: 10.1117/12.507814  0.783
2004 Arzuaga-Cruz E, Jimenez-Rodriguez LO, Velez-Reyes M, Kaeli D, Rodriguez-Diaz E, Velazquez-Santana HT, Castrodad-Carrau A, Santos-Campis LE, Santiago C. A MATLAB toolbox for hyperspectral image analysis International Geoscience and Remote Sensing Symposium (Igarss). 7: 4839-4842.  0.381
2003 Rodríguez-Díaz E, Jiménez-Rodríguez LO, Vélez-Reyes M, Gilbes F, DiMarzio CA. Subsurface Detection of Coral Reefs in Shallow Waters using Hyperspectral Data Proceedings of Spie - the International Society For Optical Engineering. 5093: 538-546. DOI: 10.1117/12.486311  0.312
2003 Jiménez-Rodríguez LO, Rodríguez-Díaz E, Vélez-Reyes M, DiMarzio CA. Image reconstruction and subsurface detection by the application of Tikhonov regularization to inverse problems in hyperspectral images Proceedings of Spie - the International Society For Optical Engineering. 4892: 398-407. DOI: 10.1117/12.467313  0.321
2002 Jiménez LO, Velez-Reyes M, Rivera JL, Velázquez HT. Unsupervised data fusion for hyperspectral imaging Proceedings of Spie - the International Society For Optical Engineering. 4541: 180-189. DOI: 10.1117/12.454152  0.341
2001 Hunt SD, Velez-Reyes M. Band selection for lossless image compression Proceedings of Spie. 4381: 76-83. DOI: 10.1117/12.437053  0.357
1999 Burth M, Verghese G, Velez-Reyes M. Subset selection for improved parameter estimation in on-line identification of a synchronous generator Ieee Transactions On Power Systems. 14: 218-225. DOI: 10.1109/59.744536  0.591
1998 Gonzalez FO, Velez-Reyes M. Algorithms for nonlinear retrieval problems in atmospheric remote sensing using regularization methods Remote Sensing. 3495: 110-121. DOI: 10.1117/12.332675  0.449
1997 Vélez-Reyes M, Verghese GC. Parameter estimation using decomposed algorithms with fast convergence rates Computers & Industrial Engineering. 33: 67-70. DOI: 10.1016/S0360-8352(97)00043-0  0.59
1993 Velez-Reyes M, Verghese GC. Decomposed algorithms for speed and parameter estimation in induction machines Ifac Symposia Series. 77-82. DOI: 10.1016/S1474-6670(17)52261-2  0.639
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