Kelson Rômulo Teixeira Aires

36 papers B 4C 6Misc 1Journal 15Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CAJU: Convolutional Attentive Joint Units for Infectious Keratitis In Vivo Confocal Microscopy Image Classification. IEEE Access Isaac S. S. Ramos, François F. R. Barbosa, Bianca C. Sousa, Ivan Saraiva Silva, Vinícius P. Machado, Kelson Rômulo Teixeira Aires, Rodrigo M. S. Veras
2026	J	`jnl`	Multimodal Analysis for Depression Recognition Using Stacked Multilevel Deep Neural Networks. IEEE Access Filipe Fontinele de Almeida, Kelson Rômulo Teixeira Aires, André Castelo Branco Soares, Laurindo de Sousa Britto Neto, Rodrigo de Melo Souza Veras
2025	J	`jnl`	Enhanced Pollen Classification via Hybrid Neural Network With Attention Mechanism and View Separation: An Equatorial and Polar Approach. IEEE Access Júlio César da Silva Soares, Kelson Rômulo Teixeira Aires, Juliana do Nascimento Bendini, Wesley Vitor Barbosa Brandão, Rodrigo de Melo Souza Veras
2025	J	`jnl`	Enhancing Diabetic Foot Ulcer Classification Through Fine-Tuned Multilevel CNN. IEEE Access Elineide Silva Dos Santos, Rodrigo de Melo Souza Veras, Francisco Das Chagas Torres Dos Santos, Márcia Ito, Andrea Gomes Campos Bianchi, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares
2025	J	`jnl`	Identification of Parkinson's Disease Through Facial Image Classification: A Systematic Review. IEEE Access José Nazareno Alves Rodrigues, Rodrigo de Melo Souza Veras, Laurindo S. Britto Neto, Pedro Henrique Ximenes Ramalho Barros, Wilana Da Silva Moura, Kelson James Silva de Almeida, Kelson Rômulo Teixeira Aires
2024	J	`jnl`	A CNN-based multi-level face alignment approach for mitigating demographic bias in clinical populations. Comput. Stat. Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Anselmo Cardoso de Paiva, Rodrigo M. S. Veras, Pedro L. M. Soares
2023	C	`conf`	Classification of Facial Images Using Deep Learning Models to Support ASD Identification. CLEI José Nazareno Alves Rodrigues, Kelson Rômulo Teixeira Aires, André Castelo Branco Soares, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras
2023	J	`jnl`	Malaria parasites detection and identification using object detectors based on deep neural networks: a wide comparative analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Maura Rocha, Maíla de Lima Claro, Laurindo de S. B. Neto, Kelson Rômulo Teixeira Aires, Vinícius Machado, Rodrigo Veras
2022	B	`conf`	Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble. CBMS Elineide Silva Dos Santos, Francisco Santos, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares, Rodrigo Veras
2022	J	`jnl`	Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information. Medical Image Anal. Elineide Silva Dos Santos, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Helano Miguel B. F. Portela, Geraldo Braz Júnior, Justino Santos, João Manuel R. S. Tavares
2021	C	`conf`	Classification of pollen grain images with MobileNet. CLEI 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
2021	J	`jnl`	Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model. Sensors 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
2021	C	`conf`	Melanoma Classification Approach with Deep Learning-Based Feature Extraction Models. CLEI Alan R. F. dos Santos, Kelson Rômulo Teixeira Aires, Francisco das Chagas Imperes Filho, Leonardo Pereira de Sousa, Rodrigo de Melo Souza Veras, Laurindo de S. B. Neto, Antônio L. de M. Neto
2020	—	`conf`	A Skin Lesion Semi-supervised Segmentation Method. IWSSIP Elineide Silva Dos Santos, Rodrigo Veras, Helano Miguel, Kelson Rômulo Teixeira Aires, Maíla de Lima Claro, Geraldo Braz Júnior
2020	J	`jnl`	A semiautomatic segmentation approach to corneal lesions. Comput. Electr. Eng. 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
2020	—	`conf`	Data Augmentation for Face Recognition with CNN Transfer Learning. IWSSIP Valeska Uchôa, Kelson Rômulo Teixeira Aires, Rodrigo Veras, Anselmo Cardoso de Paiva, Laurindo Britto
2020	J	`jnl`	Group Labeling Methodology Using Distance-based Data Grouping Algorithms. RITA Francisco das Chagas Imperes Filho, Vinícius Ponte Machado, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Aline Montenegro Leal Silva
2020	—	`conf`	Improving Active Shape Models Robustness Towards Locating Facial Landmarks In Profile Contour. IWSSIP Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras, Anselmo Cardoso de Paiva, Laurindo de S. B. Neto
2020	J	`jnl`	Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function. IEEE J. Biomed. Health Informatics Luana Batista da Cruz, Johnatan Carvalho Souza, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Geraldo Braz Júnior, Kelson Rômulo Teixeira Aires, Aristófanes Corrêa Silva, Marcelo Gattass
2019	J	`jnl`	ABCD rule and pre-trained CNNs for melanoma diagnosis. Multim. Tools Appl. 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
2018	C	`conf`	Combining ABCD Rule, Texture Features and Transfer Learning in Automatic Diagnosis of Melanoma. ISCC 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
2018	J	`jnl`	Detection of helmets on motorcyclists. Multim. Tools Appl. Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras
2018	J	`jnl`	Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification. Eng. Appl. Artif. Intell. Luis H. S. Vogado, Rodrigo M. S. Veras, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires
2018	B	`conf`	Medical Image Segmentation Using Seeded Fuzzy C-means: A Semi-supervised Clustering Algorithm. IJCNN Luís Santos, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Laurindo Britto, Vinícius P. Machado
2017	B	`conf`	A seeded fuzzy C-means based approach to automatic cup-to-disc ratio measurement. SMC Luís Santos, Rodrigo M. S. Veras, Ricardo A. L. Rabêlo, Kelson Rômulo Teixeira Aires, Olivan Aires
2017	—	`conf`	Diagnosing Leukemia in Blood Smear Images Using an Ensemble of Classifiers and Pre-Trained Convolutional Neural Networks. SIBGRAPI 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
2015	—	`conf`	Adaptive Method for Segmentation of Vehicles through Local Threshold in the Gaussian Mixture Model. BRACIS Kalyf Abdalla Buzar Lima, Kelson Rômulo Teixeira Aires, Francisco Wender Pereira Dos Reis
2015	—	`conf`	Locating Facial Landmarks towards Plastic Surgery. SIBGRAPI Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Victor Eulalio Sousa Campelo
2014	—	`conf`	Automatic Detection of Fovea in Retinal Images Using Fusion of Color Bands. SIBGRAPI Rodrigo de Melo Souza Veras, Fátima Nelsizeuma Sombra de Medeiros, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires
2014	B	`conf`	Automatic location of facial landmarks for plastic surgery procedures. SMC Ricardo Teles Freitas, Kelson Rômulo Teixeira Aires, Victor Eulalio Sousa Campelo
2014	—	`conf`	Helmet Detection on Motorcyclists Using Image Descriptors and Classifiers. SIBGRAPI Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires, Rodrigo de Melo Souza Veras
2013	C	`conf`	Automatic detection of motorcyclists without helmet. CLEI Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Thiago S. Santos, Kalyf Abdala, Rodrigo M. S. Veras, André Soares
2012	C	`conf`	Study and implementation of descriptors and classifiers for automatic detection of motorcycle on public roads. CLEI Romuere R. V. e Silva, Kelson Rômulo Teixeira Aires, Rodrigo M. S. Veras, Thiago S. Santos, Kalyf A. B. Lima, André Castelo Branco Soares
2011	—	`conf`	An Approach for 2D Visual Occupancy Grid Map Using Monocular Vision. CLEI Selected Papers André M. Santana, Kelson Rômulo Teixeira Aires, Rodrigo M. S. Veras, Adelardo A. D. Medeiros
2010	—	`conf`	A Plane Segmentation System Based on Affine Homography and Optical Flow. SIBGRAPI Kelson Rômulo Teixeira Aires, Adelardo Adelino Dantas de Medeiros
2008	Misc	`conf`	Optical flow using color information: preliminary results. SAC Kelson Rômulo Teixeira Aires, André M. Santana, Adelardo A. D. Medeiros