Kelson Rômulo Teixeira Aires

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 23

Top Topics

Facial Landmarks

Top Venues

Multim. Tools Appl.

Publications

Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Anselmo Cardoso de Paiva, Rodrigo M. S. Veras, Pedro L. M. Soares
A CNN-based multi-level face alignment approach for mitigating demographic bias in clinical populations. Comput. Stat. 39 (5) (2024)
Maura Rocha, Maíla de Lima Claro, Laurindo de S. B. Neto, Kelson Rômulo Teixeira Aires, Vinícius Machado, Rodrigo Veras
Malaria parasites detection and identification using object detectors based on deep neural networks: a wide comparative analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (3) (2023)
José Nazareno Alves Rodrigues, Kelson Rômulo Teixeira Aires, André Castelo Branco Soares, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras
Classification of Facial Images Using Deep Learning Models to Support ASD Identification. CLEI (2023)
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
Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information. Medical Image Anal. 77 (2022)
Elineide Santos, Francisco Santos, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares, Rodrigo Veras
Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble. CBMS (2022)
Júlio César da Silva Soares, Kelson Rômulo Teixeira Aires, Alan Rafael Ferreira dos Santos, Rodrigo de Melo Souza Veras, Otilio Paulo y, Gilberto Nunes Neto, Flávio Henrique Duarte de Araújo
Classification of pollen grain images with MobileNet. CLEI (2021)
Alan R. F. dos Santos, Kelson Rômulo Teixeira Aires, Francisco das C. I. Filho, Leonardo Pereira Sousa, Rodrigo de M. S. Veras, Laurindo de S. B. Neto, Antônio L. de M. Neto
Melanoma Classification Approach with Deep Learning-Based Feature Extraction Models. CLEI (2021)
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
Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model. Sensors 21 (9) (2021)
Elineide Santos, Rodrigo Veras, Helano Miguel, Kelson Rômulo Teixeira Aires, Maíla de Lima Claro, Geraldo Braz Junior
A Skin Lesion Semi-supervised Segmentation Method. IWSSIP (2020)
Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras, Anselmo Cardoso de Paiva, Laurindo de S. B. Neto
Improving Active Shape Models Robustness Towards Locating Facial Landmarks In Profile Contour. IWSSIP (2020)
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
A semiautomatic segmentation approach to corneal lesions. Comput. Electr. Eng. 84 (2020)
Francisco Imperes Filho, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Aline Montenegro Leal Silva
Group Labeling Methodology Using Distance-based Data Grouping Algorithms. RITA 27 (1) (2020)
Valeska Uchôa, Kelson Rômulo Teixeira Aires, Rodrigo Veras, Anselmo Cardoso de Paiva, Laurindo Britto
Data Augmentation for Face Recognition with CNN Transfer Learning. IWSSIP (2020)
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
Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function. IEEE J. Biomed. Health Informatics 24 (12) (2020)
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
ABCD rule and pre-trained CNNs for melanoma diagnosis. Multim. Tools Appl. 78 (6) (2019)
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
Combining ABCD Rule, Texture Features and Transfer Learning in Automatic Diagnosis of Melanoma. ISCC (2018)
Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras
Detection of helmets on motorcyclists. Multim. Tools Appl. 77 (5) (2018)
Luis H. S. Vogado, Rodrigo M. S. Veras, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires
Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification. Eng. Appl. Artif. Intell. 72 (2018)
Luís Santos, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Laurindo Britto, Vinícius P. Machado
Medical Image Segmentation Using Seeded Fuzzy C-means: A Semi-supervised Clustering Algorithm. IJCNN (2018)
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
Diagnosing Leukemia in Blood Smear Images Using an Ensemble of Classifiers and Pre-Trained Convolutional Neural Networks. SIBGRAPI (2017)
Luís Santos, Rodrigo M. S. Veras, Ricardo A. L. Rabêlo, Kelson Rômulo Teixeira Aires, Olivan Aires
A seeded fuzzy C-means based approach to automatic cup-to-disc ratio measurement. SMC (2017)
Kalyf Abdalla Buzar Lima, Kelson Rômulo Teixeira Aires, Francisco Wender Pereira Dos Reis
Adaptive Method for Segmentation of Vehicles through Local Threshold in the Gaussian Mixture Model. BRACIS (2015)
Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Victor Eulalio Sousa Campelo
Locating Facial Landmarks towards Plastic Surgery. SIBGRAPI (2015)
Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Victor Eulalio Sousa Campelo
Automatic location of facial landmarks for plastic surgery procedures. SMC (2014)
Rodrigo de Melo Souza Veras, Fátima Nelsizeuma Sombra de Medeiros, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires
Automatic Detection of Fovea in Retinal Images Using Fusion of Color Bands. SIBGRAPI (2014)
Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras
Helmet Detection on Motorcyclists Using Image Descriptors and Classifiers. SIBGRAPI (2014)
Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Thiago S. Santos, Kalyf Abdala, Rodrigo M. S. Veras, André Soares
Automatic detection of motorcyclists without helmet. CLEI (2013)
Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Rodrigo M. S. Veras, Thiago S. Santos, Kalyf A. B. Lima, André Castelo Branco Soares
Study and implementation of descriptors and classifiers for automatic detection of motorcycle on public roads. CLEI (2012)
André M. Santana, Kelson Rômulo Teixeira Aires, Rodrigo M. S. Veras, Adelardo A. D. Medeiros
An Approach for 2D Visual Occupancy Grid Map Using Monocular Vision. CLEI Selected Papers (2011)
Kelson Rômulo Teixeira Aires, Adelardo Adelino Dantas de Medeiros
A Plane Segmentation System Based on Affine Homography and Optical Flow. SIBGRAPI (2010)
Kelson Rômulo Teixeira Aires, André M. Santana, Adelardo A. D. Medeiros
Optical flow using color information: preliminary results. SAC (2008)