Julio César Mello Román

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Histogram Equalization

Image Enhancement

Mathematical Morphology

Top Venues

Publications

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)
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)
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)
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)
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)
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)
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)
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) (2021)
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 (2021)
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)
Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala
A Multiscale Morphological Method for Visible and Infrared Images Fusion. CLEI (2020)
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) (2019)
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 (2019)
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) (2019)
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)
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)
Julio César Mello Román, Horacio Legal Ayala, Jose Luis Vazquez Noguera
Top-Hat Transform for Enhancement of Aerial Thermal Images. SIBGRAPI (2017)