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Geraldo Braz Junior
Tytuł
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Detection of masses in digital mammograms using K-means and support vector machine
L de Oliveira Martins, GB Junior, AC Silva, AC de Paiva, M Gattass
ELCVIA Electronic Letters on Computer Vision and Image Analysis 8 (2), 39-50, 2009
1362009
Classification of breast tissues using Moran's index and Geary's coefficient as texture signatures and SVM
GB Junior, AC de Paiva, AC Silva, ACM de Oliveira
Computers in Biology and Medicine 39 (12), 1063-1072, 2009
972009
Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost
DAD Júnior, LB da Cruz, JOB Diniz, GLF da Silva, GB Junior, AC Silva, ...
Expert Systems with Applications 183, 115452, 2021
622021
Texture based on geostatistic for glaucoma diagnosis from fundus eye image
JA de Sousa, AC de Paiva, JD Sousa de Almeida, AC Silva, GB Junior, ...
Multimedia Tools and Applications 76, 19173-19190, 2017
532017
Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning
JOB Diniz, DBP Quintanilha, AC Santos Neto, GLF da Silva, JL Ferreira, ...
Multimedia Tools and Applications 80 (19), 29367-29399, 2021
482021
A mass classification using spatial diversity approaches in mammography images for false positive reduction
GB Junior, SV da Rocha, M Gattass, AC Silva, AC de Paiva
Expert systems with applications 40 (18), 7534-7543, 2013
442013
Automatic segmentation of retinal layers in OCT images with intermediate age-related macular degeneration using U-Net and DexiNed
JA Sousa, A Paiva, A Silva, JD Almeida, G Braz Junior, JO Diniz, ...
Plos one 16 (5), e0251591, 2021
352021
Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis
V Fernandes, GB Junior, AC de Paiva, AC Silva, M Gattass
Computer Methods and Programs in Biomedicine 208, 106259, 2021
342021
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification
ML Claro, R de MS Veras, AM Santana, LHS Vogado, GB Junior, ...
Information sciences 609, 1010-1029, 2022
322022
Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry
G Braz Junior, SV da Rocha, JDS de Almeida, AC de Paiva, AC Silva, ...
Multimedia Tools and Applications 78 (10), 13005-13031, 2019
312019
Glaucoma diagnosis over eye fundus image through deep features
AC de Moura Lima, LB Maia, RMP Pereira, GB Junior, JDS de Almeida, ...
2018 25th International Conference on Systems, Signals and Image Processing …, 2018
302018
Texture analysis of masses malignant in mammograms images using a combined approach of diversity index and local binary patterns distribution
SV da Rocha, GB Junior, AC Silva, AC de Paiva, M Gattass
Expert Systems with Applications 66, 7-19, 2016
302016
Evaluation of melanoma diagnosis using deep features
LB Maia, A Lima, RMP Pereira, GB Junior, JDS de Almeida, AC de Paiva
2018 25th international conference on systems, signals and image processing …, 2018
272018
Glaucoma diagnosis in fundus eye images using diversity indexes
JDL Araújo, JC Souza, OPS Neto, JA de Sousa, JDS de Almeida, ...
Multimedia Tools and Applications 78, 12987-13004, 2019
252019
COVID-19 automatic diagnosis with CT images using the novel Transformer architecture
GSS Costa, AC Paiva, GB Junior, MM Ferreira
Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS), 293-301, 2021
242021
Diagnosis of breast tissue in mammography images based local feature descriptors
CEF Matos, JC Souza, JOB Diniz, GB Junior, AC de Paiva, ...
Multimedia Tools and Applications 78, 12961-12986, 2019
242019
Automatic consumption reading on electromechanical meters using HoG and SVM
DBP Quintanilha, RWS Costa, JOB Diniz, JDS De Almeida, G Braz, ...
7th Latin American Conference on Networked and Electronic Media (LACNEM 2017 …, 2017
242017
Sign language recognition based on 3d convolutional neural networks
GMR Neto, GB Junior, JDS de Almeida, AC de Paiva
Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018
222018
Agito: Virtual reality environment for power systems substations operators training
TR Ribeiro, PRJ dos Reis, GB Júnior, AC de Paiva, AC Silva, IMO Maia, ...
Augmented and Virtual Reality: First International Conference, AVR 2014 …, 2014
222014
Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis
LB da Cruz, JC Souza, JA de Sousa, AM Santos, AC de Paiva, ...
Computer Methods and Programs in Biomedicine 188, 105269, 2020
202020
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