MRI Rician Noise Reduction Using Recurrent Convolutional Neural Networks.

Oscar S. Dalmau-Cedeño Oscar Dalmau Cedeño Oscar S. Dalmau Centro de Investigación en Matemáticas, Guanajuato, México http://personal.cimat.mx:8181/~dalmau/ https://scholar.google.com/citations?user=5oUOG4cAAAAJ https://orcid.org/0000-0002-1828-8458 https://www.wikidata.org/entity/Q84957813

Javier Gurrola-Ramos Teresa E. Alarcón Oscar S. Dalmau José V. Manjón MRI Rician Noise Reduction Using Recurrent Convolutional Neural Networks. 128272-128284 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3446791 db/journals/access/access12.html#GurrolaRamosADM24 streams/journals/access

Dora E. Alvarado-Carrillo Emmanuel Ovalle-Magallanes Oscar S. Dalmau-Cedeño LCAM-Net: Local Context Attention Network for Diabetic Retinopathy Severity Classification. 355-367 2024 MCPR https://doi.org/10.1007/978-3-031-62836-8_33 conf/mcpr2/2024 db/conf/mcpr2/mcpr2024.html#AlvaradoCarrilloOD24

Ulises Rodríguez-Domínguez Oscar S. Dalmau Standard simplex induced clustering with hierarchical deep dictionary learning. 116918 2023 March 112 Signal Process. Image Commun. https://doi.org/10.1016/j.image.2022.116918 db/journals/spic/spic112.html#RodriguezDominguezD23

Javier Gurrola-Ramos Teresa E. Alarcón Oscar S. Dalmau-Cedeño Arbitrary Scale Super-Resolution Neural Network Based on Residual Channel-Spatial Attention. 108697-108709 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3211302 db/journals/access/access10.html#Gurrola-RamosAD22

Dora E. Alvarado-Carrillo Oscar S. Dalmau-Cedeño Width Attention based Convolutional Neural Network for Retinal Vessel Segmentation. 118313 2022 December 209 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2022.118313 db/journals/eswa/eswa209.html#AlvaradoCarrilloD22

Ulises Rodríguez-Domínguez Oscar S. Dalmau Symmetric nonnegative matrix factorization with elastic-net regularized block-wise weighted representation for clustering. 807-817 2022 25 Pattern Anal. Appl. 4 https://doi.org/10.1007/s10044-022-01062-7 https://www.wikidata.org/entity/Q114228615 db/journals/paa/paa25.html#Rodriguez-Dominguez22

Javier Gurrola-Ramos Oscar S. Dalmau Teresa E. Alarcón Factorized U-net for Retinal Vessel Segmentation. 181-190 2022 MCPR https://doi.org/10.1007/978-3-031-07750-0_17 conf/mcpr2/2022 db/conf/mcpr2/mcpr2022.html#Gurrola-RamosDA22

Javier Gurrola-Ramos Oscar S. Dalmau Teresa E. Alarcón A Residual Dense U-Net Neural Network for Image Denoising. 31742-31754 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3061062 db/journals/access/access9.html#Gurrola-RamosDA21

Harry Oviedo Oscar S. Dalmau Hugo Lara Two adaptive scaled gradient projection methods for Stiefel manifold constrained optimization. 1107-1127 2021 87 Numer. Algorithms 3 https://doi.org/10.1007/s11075-020-01001-9 db/journals/na/na87.html#OviedoDL21

Harry Oviedo Oscar S. Dalmau Rafael Herrera A hybrid gradient method for strictly convex quadratic programming. 2021 28 Numer. Linear Algebra Appl. 4 https://doi.org/10.1002/nla.2360 https://www.wikidata.org/entity/Q114852902 db/journals/nla/nla28.html#OviedoDH21

Dora E. Alvarado-Carrillo Emmanuel Ovalle-Magallanes Oscar S. Dalmau-Cedeño D-GaussianNet: Adaptive Distorted Gaussian Matched Filter with Convolutional Neural Network for Retinal Vessel Segmentation. 378-392 2021 ISGV https://doi.org/10.1007/978-3-030-72073-5_29 conf/isgv/2021 db/conf/isgv/isgv2021.html#Alvarado-Carrillo21

Ulises Rodríguez-Domínguez Oscar Dalmau Cedeño Hierarchical Discriminative Deep Dictionary Learning. 142680-142690 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3008841 db/journals/access/access8.html#Rodriguez-Dominguez20

Edgar Fuentes Figueroa Oscar Dalmau Cedeño Transportless conjugate gradient for optimization on Stiefel manifold. 2020 39 Comput. Appl. Math. 3 https://doi.org/10.1007/s40314-020-01184-w db/journals/cam/cam39.html#FigueroaC20

Roberto Cruz Oropesa Oscar S. Dalmau José L. Marroquín Thalía Harmony A Novel Methodology to Study Synchrony, Causality and Delay in EEG Data. 2020 24 Computación y Sistemas 2 https://doi.org/10.13053/cys-24-2-3043 db/journals/cys/cys24.html#OropesaDMH20

Gabriela Calvario Teresa E. Alarcón Oscar S. Dalmau Basilio Sierra Carmen Hernández 0001 An Agave Counting Methodology Based on Mathematical Morphology and Images Acquired through Unmanned Aerial Vehicles. 6247 2020 20 Sensors 21 https://doi.org/10.3390/s20216247 https://www.wikidata.org/entity/Q101223192 db/journals/sensors/sensors20.html#CalvarioADSH20

Ulises Rodríguez-Domínguez Oscar S. Dalmau Block-wise weighted sparse representation-based classification. 1647-1654 2020 14 Signal Image Video Process. 8 https://doi.org/10.1007/s11760-020-01700-9 db/journals/sivp/sivp14.html#Rodriguez-Dominguez20

Javier Gurrola-Ramos Arturo Hernández Aguirre Oscar Dalmau Cedeño COLSHADE for Real-World Single-Objective Constrained optimization Problems. 1-8 2020 CEC https://doi.org/10.1109/CEC48606.2020.9185583 conf/cec/2020 db/conf/cec/cec2020.html#Gurrola-RamosAC20 Vipul Popat Mahsa Mahdinejad Oscar Dalmau Cedeño Enrique Naredo Conor Ryan GA-based U-Net Architecture Optimization Applied to Retina Blood Vessel Segmentation. 192-199 2020 IJCCI https://doi.org/10.5220/0010112201920199 conf/ijcci/2020 db/conf/ijcci/ijcci2020.html#PopatMCNR20

Harry F. Oviedo Hugo J. Lara Oscar S. Dalmau Scaled Fixed Point Algorithm for Computing the Matrix Square Root. 2020 abs/2002.08471 CoRR https://arxiv.org/abs/2002.08471 db/journals/corr/corr2002.html#abs-2002-08471

Harry Oviedo Hugo Lara Oscar S. Dalmau A non-monotone linear search algorithm with mixed direction on Stiefel manifold. 437-457 2019 34 Optim. Methods Softw. 2 https://doi.org/10.1080/10556788.2017.1415337 db/journals/oms/oms34.html#OviedoLD19

Harry Oviedo Oscar S. Dalmau A Scaled Gradient Projection Method for Minimization over the Stiefel Manifold. 239-250 2019 MICAI https://doi.org/10.1007/978-3-030-33749-0_20 conf/micai/2019 db/conf/micai/micai2019.html#OviedoD19

Gabriela Calvario Oscar Dalmau Cedeño Teresa E. Alarcón Basilio Sierra Carmen Hernández 0001 Selection and Fusion of Spectral Indices to Improve Water Body Discrimination. 72952-72961 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2881430 https://www.wikidata.org/entity/Q128903805 db/journals/access/access6.html#CalvarioCASH18

Ulises Rodríguez-Domínguez Oscar S. Dalmau Omar Ocegueda Jorge Bosch-Bayard Atlas-based segmentation of neonatal brain MR images using a gray matter enhancing step. 633-640 2018 12 Signal Image Video Process. 4 https://doi.org/10.1007/s11760-017-1202-8 db/journals/sivp/sivp12.html#Rodriguez-Dominguez18

Nayeli Angel Carlos Segura Oscar Dalmau Cedeño Explicit Control of Diversity in Differential Evolution. 1-8 2018 CEC https://doi.org/10.1109/CEC.2018.8477682 conf/cec/2018 db/conf/cec/cec2018.html#AngelSC18

Ángela Paulina Pérez-Díaz Rogelio Salinas-Gutiérrez Angélica Hernández-Quintero Oscar Dalmau Cedeño Supervised Classification Based on Copula Functions. 9-18 2017 133 Res. Comput. Sci. https://rcs.cic.ipn.mx/2017_133/Supervised%20Classification%20Based%20on%20Copula%20Functions.pdf db/journals/rcs/rcs133.html#Perez-DiazSHC17

Oscar S. Dalmau Teresa E. Alarcón Francisco E. Oliva Crop Classification in Satellite Images through Probabilistic Segmentation Based on Multiple Sources. 1373 2017 17 Sensors 6 https://doi.org/10.3390/s17061373 https://www.wikidata.org/entity/Q40994786 db/journals/sensors/sensors17.html#DalmauAO17

Gabriela Calvario Basilio Sierra Teresa E. Alarcón Carmen Hernández 0001 Oscar Dalmau Cedeño A Multi-Disciplinary Approach to Remote Sensing through Low-Cost UAVs. 1411 2017 17 Sensors 6 https://doi.org/10.3390/s17061411 https://www.wikidata.org/entity/Q38722509 db/journals/sensors/sensors17.html#CalvarioSAHC17

María Celeste Ramírez Trujillo Teresa E. Alarcón Oscar S. Dalmau Adalberto Zamudio Ojeda Segmentation of carbon nanotube images through an artificial neural network. 611-625 2017 21 Soft Comput. 3 https://doi.org/10.1007/s00500-016-2426-1 db/journals/soco/soco21.html#TrujilloADO17

Oscar Dalmau Cedeño Harry Oviedo A Projection Method for Optimization Problems on the Stiefel Manifold. 84-93 2017 MCPR https://doi.org/10.1007/978-3-319-59226-8_9 conf/mcpr2/2017 db/conf/mcpr2/mcpr2017.html#CedenoO17 Rogelio Salinas-Gutiérrez Angélica Hernández-Quintero Oscar Dalmau Cedeño Ángela Paulina Pérez-Díaz Modeling Dependencies in Supervised Classification. 117-126 2017 MCPR https://doi.org/10.1007/978-3-319-59226-8_12 conf/mcpr2/2017 db/conf/mcpr2/mcpr2017.html#Salinas-Gutierrez17 Mario Canche Oscar S. Dalmau María García Automatic Detection of Hard Exudates in Retinal Images with Diabetic Retinopathy. 53-59 2017 MICAI (Special Session) https://doi.org/10.1109/MICAI-2017.2017.00017 https://doi.ieeecomputersociety.org/10.1109/MICAI-2017.2017.00017 conf/micai/2017s db/conf/micai/micai2017s.html#CancheDG17

Omar Ocegueda Oscar Dalmau Cedeño Eleftherios Garyfallidis Maxime Descoteaux Mariano Rivera On the computation of integrals over fixed-size rectangles of arbitrary dimension. 68-72 2016 79 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2016.05.008 db/journals/prl/prl79.html#OceguedaCGDR16

Oscar Dalmau Cedeño Teresa E. Alarcón Graciela González Kernel multilogit algorithm for multiclass classification. 199-206 2015 82 Comput. Stat. Data Anal. https://doi.org/10.1016/j.csda.2014.09.007 db/journals/csda/csda82.html#CedenoAG15

María Celeste Ramírez Trujillo Teresa E. Alarcón Oscar S. Dalmau Adalberto Zamudio Ojeda Segmentation of Carbon Nanotube Images Through an Artificial Neural Network. 338-350 2015 MICAI (1) https://doi.org/10.1007/978-3-319-27060-9_28 conf/micai/2015-1 db/conf/micai/micai2015-1.html#TrujilloADO15 Francisco E. Oliva Oscar S. Dalmau Teresa E. Alarcón Miguel De-la-Torre Classification of Different Vegetation Types Combining Two Information Sources Through a Probabilistic Segmentation Approach. 382-392 2015 MICAI (2) https://doi.org/10.1007/978-3-319-27101-9_29 conf/micai/2015-2 db/conf/micai/micai2015-2.html#OlivaDAD15 Orlando Aguilar Teresa E. Alarcón Oscar S. Dalmau Adalberto Zamudio Characterization of Nanotube Structures Using Digital-Segmented Images. 57-65 2014 MICAI (Special Sessions) https://doi.org/10.1109/MICAI.2014.15 https://doi.ieeecomputersociety.org/10.1109/MICAI.2014.15 conf/micai/2014s db/conf/micai/micai2014s.html#AguilarADZ14 Manuel Guillermo López Boris Mederos Oscar Dalmau Cedeño GP-MPU Method for Implicit Surface Reconstruction. 269-280 2014 MICAI (1) https://doi.org/10.1007/978-3-319-13647-9_25 conf/micai/2014-1 db/conf/micai/micai2014-1.html#LopezMD14 Jose de Jesús Guerrero Oscar Dalmau Cedeño Teresa E. Alarcón Adalberto Zamudio Frequency Filter Bank for Enhancing Carbon Nanotube Images. 316-326 2014 MICAI (1) https://doi.org/10.1007/978-3-319-13647-9_29 conf/micai/2014-1 db/conf/micai/micai2014-1.html#GuerreroCAZ14 Francisco E. Oliva Oscar S. Dalmau Teresa E. Alarcón A Supervised Segmentation Algorithm for Crop Classification Based on Histograms Using Satellite Images. 327-335 2014 MICAI (1) https://doi.org/10.1007/978-3-319-13647-9_30 conf/micai/2014-1 db/conf/micai/micai2014-1.html#OlivaDA14 Ahlem Othmani Alexandre Piboule Oscar Dalmau Cedeño Nicolas Loménie Said Mokrani Lew Fock Chong Lew Yan Voon Tree Species Classification Based on 3D Bark Texture Analysis. 279-289 2013 PSIVT https://doi.org/10.1007/978-3-642-53842-1_24 conf/psivt/2013 db/conf/psivt/psivt2013.html#OthmaniPDLMV13

Mariano Rivera Oscar Dalmau Cedeño Washington Mio Alonso Ramirez-Manzanares Spatial Sampling for Image Segmentation. 313-324 2012 55 Comput. J. 3 https://doi.org/10.1093/comjnl/bxr032 db/journals/cj/cj55.html#RiveraCMR12

Mariano Rivera Oscar Dalmau Cedeño Variational Viewpoint of the Quadratic Markov Measure Field Models: Theory and Algorithms. 1246-1257 2012 21 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2011.2168409 https://www.wikidata.org/entity/Q51531500 db/journals/tip/tip21.html#RiveraC12

Oscar Dalmau Cedeño Mariano Rivera Alpha Markov Measure Field model for probabilistic image segmentation. 1434-1441 2011 412 Theor. Comput. Sci. 15 https://doi.org/10.1016/j.tcs.2010.11.008 db/journals/tcs/tcs412.html#CedenoR11

Oscar Dalmau Cedeño Teresa E. Alarcón MFCA: Matched Filters with Cellular Automata for Retinal Vessel Detection. 504-514 2011 MICAI (1) https://doi.org/10.1007/978-3-642-25324-9_43 conf/micai/2011-1 db/conf/micai/micai2011-1.html#CedenoA11

Oscar Dalmau Cedeño Mariano Rivera Teresa E. Alarcón Bayesian Scheme for Interactive Colourization, Recolourization and Image/Video Editing. 2372-2386 2010 29 Comput. Graph. Forum 8 https://doi.org/10.1111/j.1467-8659.2010.01751.x db/journals/cgf/cgf29.html#CedenoRA10

Mariano Rivera Oscar Dalmau Cedeño Washington Mio Spatial Sampling for Image Segmentation. 309-314 2010 ISCIS https://doi.org/10.1007/978-90-481-9794-1_59 conf/iscis/2010 db/conf/iscis/iscis2010.html#RiveraCM10 Oscar Dalmau Cedeño Mariano Rivera Beta-Measure for Probabilistic Segmentation. 312-324 2010 MICAI (1) https://doi.org/10.1007/978-3-642-16761-4_28 conf/micai/2010-1 db/conf/micai/micai2010-1.html#CedenoR10 Oscar Dalmau Cedeño Mariano Rivera A General Bayesian Markov Random Field Model for Probabilistic Image Segmentation. 149-161 2009 IWCIA https://doi.org/10.1007/978-3-642-10210-3_12 conf/iwcia/2009 db/conf/iwcia/iwcia2009.html#CedenoR09 Mariano Rivera Oscar Dalmau Cedeño Josue Tago Image segmentation by convex quadratic programming. 1-5 2008 ICPR https://doi.org/10.1109/ICPR.2008.4761385 https://doi.ieeecomputersociety.org/10.1109/ICPR.2008.4761385 conf/icpr/2008 db/conf/icpr/icpr2008.html#RiveraCT08 Oscar Dalmau Cedeño Mariano Rivera Pedro Pablo Mayorga Computing the Alpha-Channel with Probabilistic Segmentation for Image Colorization. 1-7 2007 ICCV https://doi.org/10.1109/ICCV.2007.4409120 https://doi.ieeecomputersociety.org/10.1109/ICCV.2007.4409120 conf/iccv/2007 db/conf/iccv/iccv2007.html#Dalmau-CedenoRM07 Orlando Aguilar Arturo Hernández Aguirre Teresa E. Alarcón Dora E. Alvarado-Carrillo Nayeli Angel Jorge Bosch-Bayard Gabriela Calvario Mario Canche Miguel De-la-Torre Maxime Descoteaux Edgar Fuentes Figueroa María García Eleftherios Garyfallidis Graciela González Jose de Jesús Guerrero Javier Gurrola-Ramos Thalía Harmony Carmen Hernández 0001 Angélica Hernández-Quintero Rafael Herrera Hugo LaraHugo J. Lara Nicolas Loménie Manuel Guillermo López Mahsa Mahdinejad José V. Manjón José L. Marroquín Pedro Pablo Mayorga Boris Mederos Washington Mio Said Mokrani Enrique Naredo Omar Ocegueda Francisco E. Oliva Roberto Cruz Oropesa Ahlem Othmani Emmanuel Ovalle-Magallanes Harry OviedoHarry F. Oviedo Ángela Paulina Pérez-Díaz Alexandre Piboule Vipul Popat Alonso Ramirez-Manzanares Mariano Rivera Ulises Rodríguez-Domínguez Conor Ryan Rogelio Salinas-Gutiérrez Carlos Segura Basilio Sierra Josue Tago María Celeste Ramírez Trujillo Lew Fock Chong Lew Yan Voon Adalberto ZamudioAdalberto Zamudio Ojeda