Kelson Rômulo Teixeira Aires

According to our database, Kelson Rômulo Teixeira Aires authored at least 30 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Malaria parasites detection and identification using object detectors based on deep neural networks: a wide comparative analysis.

Maura Rocha, Maíla de Lima Claro, Laurindo de S. B. Neto, Kelson Rômulo Teixeira Aires, Vinícius Machado, Rodrigo Veras

Comput. methods Biomech. Biomed. Eng. Imaging Vis., May, 2023

Classification of Facial Images Using Deep Learning Models to Support ASD Identification.

José Nazareno Alves Rodrigues, Kelson Rômulo Teixeira Aires, André Castelo Branco Soares, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras

Proceedings of the XLIX Latin American Computer Conference, 2023

2022

Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information.

Elineide S. dos Santos, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Helano Miguel B. F. Portela, Geraldo Braz Junior, Justino Santos, João Manuel R. S. Tavares

Medical Image Anal., 2022

Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble.

Elineide Santos, Francisco Santos, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares, Rodrigo Veras

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model.

Luis H. S. Vogado, Rodrigo Veras, Kelson Rômulo Teixeira Aires, Flávio H. D. Araújo, Romuere R. V. Silva, Moacir Ponti, João Manuel R. S. Tavares

Sensors, 2021

Classification of pollen grain images with MobileNet.

Júlio César da Silva Soares, Kelson Rômulo Teixeira Aires, Alan Rafael Ferreira dos Santos, Rodrigo de Melo Souza Veras, Otilio Paulo da Silva Neto, Gilberto Nunes Neto, Flávio Henrique Duarte de Araújo

Proceedings of the XLVII Latin American Computing Conference, 2021

Melanoma Classification Approach with Deep Learning-Based Feature Extraction Models.

Alan R. F. dos Santos, Kelson Rômulo Teixeira Aires, Francisco das Chagas Imperes Filho, Leonardo Pereira Sousa, Rodrigo de Melo Souza Veras, Laurindo de S. B. Neto, Antônio L. de M. Neto

Proceedings of the XLVII Latin American Computing Conference, 2021

2020

Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function.

Luana Batista da Cruz, Johnatan Carvalho Souza, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Kelson Rômulo Teixeira Aires, Aristófanes Corrêa Silva, Marcelo Gattass

IEEE J. Biomed. Health Informatics, 2020

Group Labeling Methodology Using Distance-based Data Grouping Algorithms.

Francisco das Chagas Imperes Filho, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Aline Montenegro Leal Silva

RITA, 2020

A semiautomatic segmentation approach to corneal lesions.

Pablo V. C. Lima, Rodrigo de Melo Souza Veras, Luis H. S. Vogado, Helano Miguel B. F. Portela, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, Daniel Leite

Comput. Electr. Eng., 2020

Data Augmentation for Face Recognition with CNN Transfer Learning.

Valeska Uchôa, Kelson Rômulo Teixeira Aires, Rodrigo Veras, Anselmo Cardoso de Paiva, Laurindo Britto

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

A Skin Lesion Semi-supervised Segmentation Method.

Elineide Santos, Rodrigo Veras, Helano Miguel, Kelson Rômulo Teixeira Aires, Maíla de Lima Claro, Geraldo Braz Junior

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Improving Active Shape Models Robustness Towards Locating Facial Landmarks In Profile Contour.

Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras, Anselmo Cardoso de Paiva, Laurindo de S. B. Neto

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

2019

ABCD rule and pre-trained CNNs for melanoma diagnosis.

Nayara Holanda de Moura, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Vinícius P. Machado, Romuere R. V. e Silva, Flávio H. D. Araújo, Maíla de Lima Claro

Multim. Tools Appl., 2019

2018

Detection of helmets on motorcyclists.

Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras

Multim. Tools Appl., 2018

Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification.

Luis H. S. Vogado, Rodrigo M. S. Veras, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires

Eng. Appl. Artif. Intell., 2018

Combining ABCD Rule, Texture Features and Transfer Learning in Automatic Diagnosis of Melanoma.

Nayara Holanda de Moura, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Vinícius P. Machado, Romuere R. V. e Silva, Flávio H. D. Araújo, Maíla de Lima Claro

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Medical Image Segmentation Using Seeded Fuzzy C-means: A Semi-supervised Clustering Algorithm.

Luís Santos, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Laurindo Britto, Vinícius P. Machado

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

A seeded fuzzy C-means based approach to automatic cup-to-disc ratio measurement.

Luís Santos, Rodrigo M. S. Veras, Ricardo A. L. Rabêlo, Kelson Rômulo Teixeira Aires, Olivan Aires

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Diagnosing Leukemia in Blood Smear Images Using an Ensemble of Classifiers and Pre-Trained Convolutional Neural Networks.

Luis Henrique Silva Vogado, Rodrigo de Melo Souza Veras, Alan Ribeiro Andrade, Flávio Henrique Duarte de Araújo, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

2015

Locating Facial Landmarks towards Plastic Surgery.

Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Victor Eulalio Sousa Campelo

Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

Adaptive Method for Segmentation of Vehicles through Local Threshold in the Gaussian Mixture Model.

Kalyf Abdalla Buzar Lima, Kelson Rômulo Teixeira Aires, Francisco Wender Pereira Dos Reis

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014

Automatic location of facial landmarks for plastic surgery procedures.

Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Victor Eulalio Sousa Campelo

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Automatic Detection of Fovea in Retinal Images Using Fusion of Color Bands.

Rodrigo de Melo Souza Veras, Fátima Nelsizeuma Sombra de Medeiros, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

Helmet Detection on Motorcyclists Using Image Descriptors and Classifiers.

Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

2013

Automatic detection of motorcyclists without helmet.

Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Thiago S. Santos, Kalyf Abdala, Rodrigo M. S. Veras, André Soares

Proceedings of the 2013 XXXIX Latin American Computing Conference (CLEI), 2013

2012

Study and implementation of descriptors and classifiers for automatic detection of motorcycle on public roads.

Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Rodrigo M. S. Veras, Thiago S. Santos, Kalyf A. B. Lima, André Castelo Branco Soares

Proceedings of the 2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI), 2012

2011

An Approach for 2D Visual Occupancy Grid Map Using Monocular Vision.

André M. Santana, Kelson Rômulo Teixeira Aires, Rodrigo M. S. Veras, Adelardo A. D. Medeiros

Proceedings of the XXXVII Latin American Computer Conference - Selected Papers, 2011

2010

A Plane Segmentation System Based on Affine Homography and Optical Flow.

Kelson Rômulo Teixeira Aires, Adelardo Adelino Dantas de Medeiros

Proceedings of the SIBGRAPI 2010, 2010

2008

Optical flow using color information: preliminary results.

Kelson Rômulo Teixeira Aires, André M. Santana, Adelardo A. D. Medeiros

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008