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ORCIDKelson Rômulo Teixeira Aires
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2020 – today
- 2024
[j10]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): 2557-2579 (2024)- 2023
- [j9]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): 351-368 (2023) - [c21]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: 1-9 - 2022
- [j8]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: 102363 (2022) - [c20]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: 282-287 - 2021
- [j7]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): 2989 (2021) - [c19]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:
Melanoma Classification Approach with Deep Learning-Based Feature Extraction Models. CLEI 2021: 1-8 - [c18]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:
Classification of pollen grain images with MobileNet. CLEI 2021: 1-10 - 2020
- [j6]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: 106625 (2020) - [j5]Francisco das Chagas 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): 48-61 (2020) - [j4]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): 3491-3498 (2020) - [c17]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: 33-38 - [c16]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: 143-148 - [c15]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: 149-154
2010 – 2019
- 2019
- [j3]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): 6869-6888 (2019) - 2018
- [j2]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: 415-422 (2018) - [j1]Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras:
Detection of helmets on motorcyclists. Multim. Tools Appl. 77(5): 5659-5683 (2018) - [c14]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: 1-7 - [c13]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: 508-513 - 2017
- [c12]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: 367-373 - [c11]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: 1075-1080 - 2015
- [c10]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: 204-209 - [c9]Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Victor Eulalio Sousa Campelo:
Locating Facial Landmarks towards Plastic Surgery. SIBGRAPI 2015: 219-225 - 2014
- [c8]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: 119-124 - [c7]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: 141-148 - [c6]Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Victor Eulalio Sousa Campelo:
Automatic location of facial landmarks for plastic surgery procedures. SMC 2014: 1444-1449 - 2013
- [c5]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: 1-7 - 2012
- [c4]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: 1-10 - 2011
- [c3]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: 175-191 - 2010
- [c2]Kelson Rômulo Teixeira Aires, Adelardo Adelino Dantas de Medeiros:
A Plane Segmentation System Based on Affine Homography and Optical Flow. SIBGRAPI 2010: 346-352
2000 – 2009
- 2008
- [c1]Kelson Rômulo Teixeira Aires, André M. Santana, Adelardo A. D. Medeiros:
Optical flow using color information: preliminary results. SAC 2008: 1607-1611
Coauthor Index
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