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Julio César Mello Román

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2020 – today

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2024
[j6]
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  - journals/cleiej/GardelSotomayorPRNQR24
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Pedro E. Gardel-Sotomayor, Diego P. Pinto-Roa, Julio César Mello Román, José Luis Vázquez Noguera, Ramón Quintana, Fredy Roa:
Multi-objective Evolutionary Algorithms based Operation Sequence Design for Image Segmentation. CLEI Electron. J. 27(4) (2024)
[c14]
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  - conf/clei/HeikelGCNR24
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Rafael Fermin Palau Heikel, Marcos Benítez Guayuan, Marcelo López Cremona, Horacio Nemeth, Julio César Mello Román:
Development of Applications Based on Microservices - Case Study of Ministry of Economy and Finance of Paraguay. CLEI 2024: 1-8
2023
[c13]
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José Luis Vázquez Noguera, Julio César Mello Román, Diego P. Pinto-Roa, Santiago Gómez, Jordan Ayala, Diego Aquino-Brítez, Pedro E. Gardel-Sotomayor, Miguel García-Torres, Jacques Facon, Verónica Elisa Castillo Benitez, Ingrid Castro Matto, Pastor Pérez-Estigarribia:
Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement - A Neuroevolution Approach. CLEI 2023: 1-10
[c12]
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Diego P. Pinto-Roa, Julio César Mello Román, José Luis Vázquez Noguera, Ramón Quintana, Fredy Roa, Pedro E. Gardel-Sotomayor:
Operation Sequence Design for Image Segmentation Based on Multi-Objective Evolutionary Algorithms. CLEI 2023: 1-10
2021
[j5]
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  - journals/access/GrilloRMNGDG21
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Sebastián A. Grillo, Julio César Mello Román, Jorge Daniel Mello-Román, Jose Luis Vazquez Noguera, Miguel García-Torres, Federico Divina, Pedro E. Gardel-Sotomayor:
Adjacent Inputs With Different Labels and Hardness in Supervised Learning. IEEE Access 9: 162487-162498 (2021)
[j4]
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  - journals/sensors/RomanFASNLMTF21
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Julio César Mello Román, Vicente R. Fretes, Carlos G. Adorno, Ricardo Gariba Silva, José Luis Vázquez Noguera, Horacio Legal Ayala, Jorge Daniel Mello-Román, Ricardo Daniel Escobar Torres, Jacques Facon:
Panoramic Dental Radiography Image Enhancement Using Multiscale Mathematical Morphology. Sensors 21(9): 3110 (2021)
[c11]
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  - conf/clei/LiserasMNA21
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Edgar Rubén Godoy Liseras, Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala:
Image Brightness reduction by canceling bright areas using brightness level and reconstruction by geodesic dilation. CLEI 2021: 1-10
[c10]
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Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala, Diego P. Pinto-Roa, Magna Maria Monteiro, Jesús César Ariel López Colmán:
Microscopy Mineral Image Enhancement Using Multiscale Top-Hat Transform. CLEI 2021: 1-6
[c9]
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  - conf/gecco/Garcia-TorresGD21
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Miguel García-Torres, Francisco Gómez-Vela, Federico Divina, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Julio César Mello Román:
Scatter search for high-dimensional feature selection using feature grouping. GECCO Companion 2021: 149-150
[c8]
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  - conf/medinfo/Aquino-BritezGN21
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Diego Aquino-Brítez, Jordan Ayala Gómez, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Pedro E. Gardel-Sotomayor, Verónica Elisa Castillo Benitez, Ingrid Castro Matto, Diego P. Pinto-Roa, Jaques Facon, Sebastián Alberto Grillo:
Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms. MedInfo 2021: 689-693
[c7]
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  - conf/mie/ParraONGRVFDCCM21
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Rodrigo Parra, Verena Ojeda, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Cynthia Villalba, Jacques Facon, Federico Divina, Olivia Cardozo, Verónica Elisa Castillo, Ingrid Castro Matto:
Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks. MIE 2021: 173-177
[c6]
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  - conf/softcomp/GallardoGGMDBVD21
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José A. Gallardo, Miguel García-Torres, Francisco Gómez-Vela, Félix Morales, Federico Divina, David Becerra-Alonso, Gustavo Velázquez, Federico Daumas-Ladouce, José Luis Vázquez Noguera, Carlos Sauer Ayala, Diego P. Pinto-Roa, Pedro E. Gardel-Sotomayor, Julio César Mello Román:
Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach. SOCO 2021: 685-694
2020
[c5]
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  - conf/clei/RomanEMNAP20
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Julio César Mello Román, Ricardo Escobar, Fabiola Martínez, José Luis Vázquez Noguera, Horacio Legal Ayala, Diego P. Pinto-Roa:
Medical Image Enhancement With Brightness and Detail Preserving Using Multiscale Top-hat Transform by Reconstruction. CLEI Selected Papers 2020: 69-80
[c4]
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Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala:
A Multiscale Morphological Method for Visible and Infrared Images Fusion. CLEI 2020: 488-495

2010 – 2019

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2019
[j3]
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  - journals/cmmm/Mello-RomanRGG19
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Jorge Daniel Mello-Román, Julio César Mello Román, Santiago Gómez-Guerrero, Miguel García-Torres:
Predictive Models for the Medical Diagnosis of Dengue: A Case Study in Paraguay. Comput. Math. Methods Medicine 2019: 7307803:1-7307803:7 (2019)
[j2]
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Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala, Diego P. Pinto-Roa, Santiago Gómez-Guerrero, Miguel García-Torres:
Entropy and Contrast Enhancement of Infrared Thermal Images Using the Multiscale Top-Hat Transform. Entropy 21(3): 244 (2019)
[j1]
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  - journals/sivp/PinedaCSRN19
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Isidro Augusto Brizuela Pineda, Rubén Darío Medina Caballero, Juan José Cáceres Silva, Julio César Mello Román, José Luis Vázquez Noguera:
Quadri-histogram equalization using cutoff limits based on the size of each histogram with preservation of average brightness. Signal Image Video Process. 13(5): 843-851 (2019)
[c3]
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  - conf/clei/SaraviaPRNA19
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Cecilia Araceli Saravia, Magali E. Mereles Peralta, Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala:
Fusion of infrared and visible images using multiscale morphology. CLEI 2019: 1-10
2018
[c2]
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  - conf/cacic/MendezCNARGG18
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Raul Mendez, Rodolfo Cardozo, José Luis Vázquez Noguera, Horacio Legal Ayala, Julio César Mello Román, Sebastián A. Grillo, Miguel García-Torres:
Color Image Enhancement Using a Multiscale Morphological Approach. CACIC 2018: 109-123
2017
[c1]
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  - conf/sibgrapi/RomanAN17
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Julio César Mello Román, Horacio Legal Ayala, Jose Luis Vazquez Noguera:
Top-Hat Transform for Enhancement of Aerial Thermal Images. SIBGRAPI 2017: 277-284

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