Jacques Facon

About Jacques Facon

Jacques Facon, With an exceptional h-index of 17 and a recent h-index of 7 (since 2020), a distinguished researcher at Universidade Federal do Espírito Santo, specializes in the field of Image Processing - Mathematical Morphology - Classification.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement–A Neuroevolution Approach

Dataset of fundus images for the diagnosis of ocular toxoplasmosis

Neuroevolution Multiclass Diabetic Retinopathy Classification of Eye Fundus Images

Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms

Panoramic dental radiography image enhancement using multiscale mathematical morphology

Redundancy Is Not Necessarily Detrimental in Classification Problems

Diseño, desarrollo y evaluación de una herramienta de soporte al diagnóstico automático de toxoplasmosis ocular.

A trust-based methodology to evaluate deep learning models for automatic diagnosis of ocular toxoplasmosis from fundus images

Jacques Facon Information

University

Position

___

Citations(all)

1373

Citations(since 2020)

285

Cited By

1165

hIndex(all)

17

hIndex(since 2020)

7

i10Index(all)

28

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Jacques Facon Skills & Research Interests

Image Processing - Mathematical Morphology - Classification

Top articles of Jacques Facon

Title

Journal

Author(s)

Publication Date

Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement–A Neuroevolution Approach

José Luis Vázquez Noguera

Julio César Mello-Román

Diego P Pinto-Roa

Santiago Gomez

Jordan Ayala

...

2023/10/16

Dataset of fundus images for the diagnosis of ocular toxoplasmosis

Data in Brief

Olivia Cardozo

Verena Ojeda

Rodrigo Parra

Julio César Mello-Román

José Luis Vázquez Noguera

...

2023/6/1

Neuroevolution Multiclass Diabetic Retinopathy Classification of Eye Fundus Images

Pastor E Pérez-Estigarribia

Jordan Ayala Gómez

Pedro E Gardel-Sotomayor

Veronica E Castillo Benítez

Ingrid Castro Matto

...

2022/4/5

Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms

AM Aibinu

Muhammad I Iqbal

M Nilsson

Momoh-Jimoh E Salami

2011/11/28

Panoramic dental radiography image enhancement using multiscale mathematical morphology

Sensors

Julio César Mello Román

Vicente R Fretes

Carlos G Adorno

Ricardo Gariba Silva

José Luis Vázquez Noguera

...

2021/4/29

Redundancy Is Not Necessarily Detrimental in Classification Problems

Mathematics

Sebastián Alberto Grillo

José Luis Vázquez Noguera

Julio César Mello Román

Miguel García-Torres

Jacques Facon

...

2021/11/15

Diseño, desarrollo y evaluación de una herramienta de soporte al diagnóstico automático de toxoplasmosis ocular.

Laura Verena Schaefer

Rodrigo Parra

José Luis Vázquez Noguera

Miguel García Torres

Cynthia Emilia Villalba Cardozo

...

2021

A trust-based methodology to evaluate deep learning models for automatic diagnosis of ocular toxoplasmosis from fundus images

Diagnostics

Rodrigo Parra

Verena Ojeda

José Luis Vázquez Noguera

Miguel García-Torres

Julio César Mello-Román

...

2021

Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks.

Public Health and Informatics

Rodrigo Parra

Verena Ojeda

José Luis Vázquez Noguera

Miguel García Torres

Julio César Mello Román

...

2021

Dermoscopy images enhancement via multi-scale morphological operations

Applied Sciences

Julio César Mello-Román

José Luis Vázquez Noguera

Horacio Legal-Ayala

Miguel García-Torres

Jacques Facon

...

2021/10/7

Impact of melanocytic lesion image databases on the pre-training of segmentation tasks using the UNET architecture

Laura Raquel Bareiro Paniagua

José Luis Vázquez Noguera

Luis Salgueiro Romero

Deysi Natalia Leguizamon Correa

Diego P Pinto-Roa

...

2021/9/15

Dataset from fundus images for the study of diabetic retinopathy

Data in Brief

Veronica Elisa Castillo Benítez

Ingrid Castro Matto

Julio César Mello Román

José Luis Vázquez Noguera

Miguel García-Torres

...

2021/6/1

Sky/Ground Segmentation Using Different Approaches

Arlete Teresinha Beuren

Alceu de Souza Britto

Jacques Facon

2020/7/19

See List of Professors in Jacques Facon University(Universidade Federal do Espírito Santo)

Co-Authors

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