Identification and Quantification of Pulmonary Emphysema through Pseudocolors. - John Hebert da Silva Felix; Paulo César Cortez; Pedro Pedrosa Rebouças Filho; Auzuir Ripardo de Alexandria; Rodrigo Carvalho Sousa Costa; Marcelo Alcantara Holanda (MICAI, 2008)

Métodos de contornos ativos Crisp adaptativo 2D e 3D aplicados na segmentação dos pulmões em imagens de tomografia computadorizada do tórax. - Pedro Pedrosa Rebouças Filho (2013)

Novel Adaptive Balloon Active Contour Method based on internal force for image segmentation - A systematic evaluation on synthetic and real images. - Pedro Pedrosa Rebouças Filho; Paulo César Cortez; Antônio Carlos da Silva Barros; Victor Hugo C. de Albuquerque (Expert Syst. Appl., 2014)

Ultrasonic Sensor Signals and Optimum Path Forest Classifier for the Microstructural Characterization of Thermally-Aged Inconel 625 Alloy. - Victor Hugo C. de Albuquerque; Cleisson V. Barbosa; Cleiton C. Silva; Elineudo P. de Moura; Pedro Pedrosa Rebouças Filho; João P. Papa; João Manuel R. S. Tavares (Sensors, 2015)

A New Approach to Human Activity Recognition Using Machine Learning Techniques. - Leandro Bezerra Marinho; Amauri Holanda de Souza Júnior; Pedro Pedrosa Rebouças Filho (ISDA, 2016)

Lung Segmentation in Chest Computerized Tomography Images Using the Border Following Algorithm. - Murillo Barata Rodrigues; Leandro Bezerra Marinho; Raul Victor Medeiros da Nóbrega; João Wellington M. Souza; Pedro Pedrosa Rebouças Filho (ISDA, 2016)

A novel Vickers hardness measurement technique based on Adaptive Balloon Active Contour Method. - Francisco Diego Lima Moreira; Maurício Nunes Kleinberg; Hemerson Furtado Arruda; Francisco Nélio Costa Freitas; Marcelo Monteiro Valente Parente; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Expert Syst. Appl., 2016)

A Novel Approach for Mobile Robot Localization in Topological Maps Using Classification with Reject Option from Structural Co-occurrence Matrix. - Suane Pires P. da Silva; Leandro Bezerra Marinho; Jefferson S. Almeida; Pedro Pedrosa Rebouças Filho (CAIP (1), 2017)

Segmentation and Visualization of the Lungs in Three Dimensions Using 3D Region Growing and Visualization Toolkit in CT Examinations of the Chest. - Raul Victor Medeiros da Nóbrega; Murillo Barata Rodrigues; Pedro Pedrosa Rebouças Filho (CBMS, 2017)

Level Set Based on Brain Radiological Densities for Stroke Segmentation in CT Images. - Elizângela de S. Rebouças; Alan M. Braga; Róger Moura Sarmento; Régis C. P. Marques; Pedro Pedrosa Rebouças Filho (CBMS, 2017)

High-Pass Learning Machine: An Edge Detection Approach. - Alan L. S. Matias; Saulo A. F. Oliveira; Ajalmar R. da Rocha Neto; Pedro Pedrosa Rebouças Filho (ICIAP Workshops, 2017)

A New Approach to Segment Hemorrhagic Stroke in Computed Tomography via Optimum Path Snakes. - Solon Alves Peixoto; Aldísio Gonçalves Medeiros; Antônio Carlos da Silva Barros; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (ICMLA, 2017)

A Comparison of Machine Learning Methods to Identify Broken Bar Failures in Induction Motors Using Statistical Moments. - Navar de Medeiros Mendonça e Nascimento; Cláudio Marques de Sá Medeiros; Pedro Pedrosa Rebouças Filho (ISDA, 2017)

A New Approach for the Diagnosis of Parkinson's Disease Using a Similarity Feature Extractor. - João Wellington M. Souza; Jefferson S. Almeida; Pedro Pedrosa Rebouças Filho (ISDA, 2017)

Reducing Computational Costs of an Embedded Classifier to Determine Leather Quality. - Fausto Sampaio; Lucas Costa da Silva; Pedro Pedrosa Rebouças Filho; Elias Teodoro da Silva Jr. (SBESC, 2017)

Reducing the Schizophrenia Stigma: A New Approach Based on Augmented Reality. - Rafael D. de C. Silva; Saulo G. C. Albuquerque; Artur de V. Muniz; Pedro Pedrosa Rebouças Filho; Sidarta Ribeiro; Plácido Rogério Pinheiro; Victor Hugo C. de Albuquerque (Comput. Intell. Neurosci., 2017)

New approach to detect and classify stroke in skull CT images via analysis of brain tissue densities. - Pedro Pedrosa Rebouças Filho; Róger M. Sarmento; Gabriel Bandeira Holanda; Daniel de Alencar Lima (Comput. Methods Programs Biomed., 2017)

A novel mobile robot localization approach based on topological maps using classification with reject option in omnidirectional images. - Leandro Bezerra Marinho; Jefferson S. Almeida; João Wellington M. Souza; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Expert Syst. Appl., 2017)

Novel and powerful 3D adaptive crisp active contour method applied in the segmentation of CT lung images. - Pedro Pedrosa Rebouças Filho; Paulo César Cortez; Antônio Carlos da Silva Barros; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (Medical Image Anal., 2017)

Embedded real-time speed limit sign recognition using image processing and machine learning techniques. - Samuel Luz Gomes; Elizângela de S. Rebouças; Edson Cavalcanti Neto; João P. Papa; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho; João Manuel R. S. Tavares (Neural Comput. Appl., 2017)

Analysis of human tissue densities: A new approach to extract features from medical images. - Pedro Pedrosa Rebouças Filho; Elizângela de S. Rebouças; Leandro Bezerra Marinho; Róger M. Sarmento; João Manuel R. S. Tavares; Victor Hugo C. de Albuquerque (Pattern Recognit. Lett., 2017)

Estimation of the Energy Production in a Wind Farm Using Regression Methods and Wind Speed Forecast. - Pedro Pedrosa Rebouças Filho; Navar de Medeiros Mendonça e Nascimento; Shara Shami Araújo Alves; Samuel Luz Gomes; Cláudio Marques de Sá Medeiros (BRACIS, 2018)

Robot Localization Using Classification with Reject Option from Structural Co-occurrence Matrix in Omnidirectional Images. - Suane Pires Pinheiro da Silva; Leandro Bezerra Marinho; Jefferson Silva Almeida; Pedro Pedrosa Rebouças Filho (BRACIS, 2018)

CoforDes: An Invariant Feature Extractor for the Drug Pill Identification. - Mateus A. Vieira Neto; João W. M. de Souza; Pedro Pedrosa Rebouças Filho; Antonio Wendell De Oliveira Rodrigues (CBMS, 2018)

Lung Nodule Classification via Deep Transfer Learning in CT Lung Images. - Raul Victor Medeiros da Nóbrega; Solon Alves Peixoto; Suane Pires P. da Silva; Pedro Pedrosa Rebouças Filho (CBMS, 2018)

An Embedded Classifier for Mobile Robot Localization Using Support Vector Machines and Gray-Level Co-occurrence Matrix. - Fausto Sampaio; Elias Teodoro Silva Jr.; Lucas Costa da Silva; Pedro Pedrosa Rebouças Filho (ICAISC (1), 2018)

Stroke Lesion Detection Using Convolutional Neural Networks. - Danillo Roberto Pereira; Pedro Pedrosa Rebouças Filho; Gustavo Henrique de Rosa; João Paulo Papa; Victor Hugo C. de Albuquerque (IJCNN, 2018)

Goat Leather Quality Classification Using Computer Vision and Machine Learning. - Renato F. Pereira; Cláudio M. S. Medeiros; Pedro Pedrosa Rebouças Filho (IJCNN, 2018)

Localization of Mobile Robots with Topological Maps and Classification with Reject Option using Convolutional Neural Networks in Omnidirectional Images. - Suane Pires P. da Silva; Raul Victor Medeiros da Nóbrega; Aldísio Gonçalves Medeiros; Leandro Bezerra Marinho; Jefferson S. Almeida; Pedro Pedrosa Rebouças Filho (IJCNN, 2018)

Detection and classification of faults in induction generator applied into wind turbines through a machine learning approach. - Pedro Henrique Feijo de Sousa; Navar Medeiros M. e Nascimento; Pedro Pedrosa Rebouças Filho; Cláudio Marques de Sá Medeiros (IJCNN, 2018)

Toward an Embedded Application to Identify Degradation in Energized Polymeric Insulators using Discrete Wavelet Transform. - Rebeca G. C. Cunha; Elias Teodoro da Silva Júnior; João W. M. de Souza; Pedro Pedrosa Rebouças Filho (IWSSIP, 2018)

Dynamic Configuration of CUDA Runtime Variables for CDP-Based Divide-and-Conquer Algorithms. - Tiago Carneiro 001; Jan Gmys; Nouredine Melab; Francisco Heron de Carvalho Junior; Pedro Pedrosa Rebouças Filho; Daniel Tuyttens (VECPAR, 2018)

Performance Analysis of Google Colaboratory as a Tool for Accelerating Deep Learning Applications. - Tiago Carneiro 001; Raul Victor Medeiros da Nóbrega; Thiago Nepomuceno; Gui-Bin Bian; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (IEEE Access, 2018)

Dynamic Evaluation and Treatment of the Movement Amplitude Using Kinect Sensor. - Joel Sotero da Cunha Neto; Pedro Pedrosa Rebouças Filho; Guilherme P. Ferreira Da Silva; Natalia B. Da Cunha Olegario; João Batista Furlan Duarte; Victor Hugo C. de Albuquerque (IEEE Access, 2018)

Binary Neural Networks for Classification of Voice Commands From Throat Microphone. - Fabio Cisne Ribeiro; Raphael Torres Santos Carvalho; Paulo Cortez 002; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (IEEE Access, 2018)

Health of Things Algorithms for Malignancy Level Classification of Lung Nodules. - Murillo Barata Rodrigues; Raul Victor Medeiros da Nóbrega; Shara Shami A. Alves; Pedro Pedrosa Rebouças Filho; João Batista Furlan Duarte; Arun Kumar Sangaiah; Victor Hugo C. de Albuquerque (IEEE Access, 2018)

A reliable approach for detection of incipient faults of short-circuits in induction generators using machine learning. - Pedro Pedrosa Rebouças Filho; Navar Medeiros M. e Nascimento; Igor Rocha de Sousa; Cláudio Marques de Sá Medeiros; Victor Hugo C. de Albuquerque (Comput. Electr. Eng., 2018)

A novel mobile robot localization approach based on classification with rejection option using computer vision. - Leandro Bezerra Marinho; Pedro Pedrosa Rebouças Filho; Jefferson S. Almeida; João Wellington M. Souza; Amauri Holanda de Souza Júnior; Victor Hugo C. de Albuquerque (Comput. Electr. Eng., 2018)

Neurologist-level classification of stroke using a Structural Co-Occurrence Matrix based on the frequency domain. - Solon Alves Peixoto; Pedro Pedrosa Rebouças Filho (Comput. Electr. Eng., 2018)

A New Approach to Diagnose Parkinson's Disease Using a Structural Cooccurrence Matrix for a Similarity Analysis. - João Wellington M. Souza; Shara Shami A. Alves; Elizângela de S. Rebouças; Jefferson S. Almeida; Pedro Pedrosa Rebouças Filho (Comput. Intell. Neurosci., 2018)

Automatic histologically-closer classification of skin lesions. - Pedro Pedrosa Rebouças Filho; Solon Alves Peixoto; Raul Victor Medeiros da Nóbrega; D. Jude Hemanth; Aldísio Gonçalves Medeiros; Arun Kumar Sangaiah; Victor Hugo C. de Albuquerque (Comput. Medical Imaging Graph., 2018)

Pill Image Classification using Machine Learning. - Luan Sousa Cordeiro; Joyce Saraiva Lima; A. Iedo Rocha Ribeiro; Francisco Nivando Bezerra; Pedro Pedrosa Rebouças Filho; Ajalmar R. da Rocha Neto (BRACIS, 2019)

Mobile System to Aid in the Identification and Classification of Electrical Assets using Convolutional Neural Network. - Pedro Pedrosa Rebouças Filho; João Wellington M. Souza; Leandro Bezerra Marinho; Gabriel Bandeira Holanda; Harison Herman Silva; Alvaro A. F. Leite; Thais S. Bandeira; Antonio Wendell De Oliveira Rodrigues (BRACIS, 2019)

A New Approach to Navigation of Unmanned Aerial Vehicle using Deep Transfer Learning. - Suane Pires Pinheiro da Silva; Paulo Honório Filho; Leandro Bezerra Marinho; Jefferson S. Almeida; Navar Medeiros M. e Nascimento; Antonio Wendell De Oliveira Rodrigues; Pedro Pedrosa Rebouças Filho (BRACIS, 2019)

Evaluation of Heart Disease Diagnosis Approach using ECG Images. - Marcos Aurelio A. Ferreira Junior; Mateus Valentim Gurgel; Leandro Bezerra Marinho; Navar Medeiros M. e Nascimento; Suane Pires P. da Silva; Shara Shami A. Alves; Geraldo Luis Bezerra Ramalho; Pedro Pedrosa Rebouças Filho (IJCNN, 2019)

Automatic Lung Segmentation in CT Images Using Mask R-CNN for Mapping the Feature Extraction in Supervised Methods of Machine Learning. - Luís Fabrício de F. Souza; Gabriel Bandeira Holanda; Shara S. A. Alves; Francisco Hércules dos S. Silva; Pedro Pedrosa Rebouças Filho (ISDA, 2019)

A new effective and powerful medical image segmentation algorithm based on optimum path snakes. - Pedro Pedrosa Rebouças Filho; Antônio Carlos da Silva Barros; Jefferson S. Almeida; Joel J. P. C. Rodrigues; Victor Hugo C. de Albuquerque (Appl. Soft Comput., 2019)

Ultrasonic sensor signals and self organized mapping with nearest neighbors for the microstructural characterization of thermally-aged Inconel 625 alloy. - Leandro Bezerra Marinho; Pedro Pedrosa Rebouças Filho; Victor Hugo C. de Albuquerque (Comput. Ind., 2019)

Deep learning IoT system for online stroke detection in skull computed tomography images. - Carlos M. J. M. Dourado Júnior; Suane Pires P. da Silva; Raul Victor Medeiros da Nóbrega; Antônio Carlos da Silva Barros; Pedro Pedrosa Rebouças Filho; Victor Hugo C. de Albuquerque (Comput. Networks, 2019)

Automatic skin lesions segmentation based on a new morphological approach via geodesic active contour. - Francisco Fábio Ximenes Vasconcelos; Aldísio Gonçalves Medeiros; Solon Alves Peixoto; Pedro Pedrosa Rebouças Filho (Cogn. Syst. Res., 2019)

Energy production predication via Internet of Thing based machine learning system. - Pedro Pedrosa Rebouças Filho; Samuel Luz Gomes; Navar de Medeiros Mendonça e Nascimento; Cláudio Marques de Sá Medeiros; Fatma Outay; Victor Hugo C. de Albuquerque (Future Gener. Comput. Syst., 2019)

A new approach for mobile robot localization based on an online IoT system. - Carlos M. J. M. Dourado Júnior; Suane Pires P. da Silva; Raul Victor Medeiros da Nóbrega; Antônio Carlos da Silva Barros; Arun Kumar Sangaiah; Pedro Pedrosa Rebouças Filho; Victor Hugo C. de Albuquerque (Future Gener. Comput. Syst., 2019)

A novel electrocardiogram feature extraction approach for cardiac arrhythmia classification. - Leandro Bezerra Marinho; Navar de Medeiros Mendonça e Nascimento; João Wellington M. Souza; Mateus Valentim Gurgel; Pedro Pedrosa Rebouças Filho; Victor Hugo C. de Albuquerque (Future Gener. Comput. Syst., 2019)

An Improved Retinal Blood Vessel Detection System Using an Extreme Learning Machine. - Lucas Silva de Sousa; Pedro Pedrosa Rebouças Filho; Francisco Nivando Bezerra; Ajalmar R. da Rocha Neto; Saulo A. F. Oliveira (Int. J. E Health Medical Commun., 2019)

Control of singularity trajectory tracking for robotic manipulator by genetic algorithms. - Pedro Pedrosa Rebouças Filho; Suane Pires P. da Silva; Victor N. Praxedes; D. Jude Hemanth; Victor Hugo C. de Albuquerque (J. Comput. Sci., 2019)

Automated recognition of lung diseases in CT images based on the optimum-path forest classifier. - Pedro Pedrosa Rebouças Filho; Antônio Carlos da Silva Barros; Geraldo L. B. Ramalho; Clayton R. Pereira; João Paulo Papa; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (Neural Comput. Appl., 2019)

Detecting Parkinson's disease with sustained phonation and speech signals using machine learning techniques. - Jefferson S. Almeida; Pedro Pedrosa Rebouças Filho; Tiago Carneiro 001; Wei Wei 006; Robertas Damasevicius; Rytis Maskeliunas; Victor Hugo C. de Albuquerque (Pattern Recognit. Lett., 2019)

Classification of EEG signals to detect alcoholism using machine learning techniques. - Jardel das C. Rodrigues; Pedro Pedrosa Rebouças Filho; Eugenio Peixoto Jr; Arunkumar N.; Victor Hugo C. de Albuquerque (Pattern Recognit. Lett., 2019)

New level set approach based on Parzen estimation for stroke segmentation in skull CT images. - Elizângela de S. Rebouças; Régis C. P. Marques; Alan M. Braga; Saulo A. F. Oliveira; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Soft Comput., 2019)

Guest Editorial: Interactive Virtual Environments for Neuroscience. - Victor Hugo C. de Albuquerque; Joel J. P. C. Rodrigues; Pedro Pedrosa Rebouças Filho; Jaime Lloret Mauri; Mohsen Guizani (IEEE J. Biomed. Health Informatics, 2019)

A Robust Automatic License Plate Recognition System for Embedded Devices. - Lucas S. Fernandes; Francisco H. S. Silva; Elene F. Ohata; Aldísio Gonçalves Medeiros; Aloisio Vieira Lira Neto; Yuri Lenon Barbosa Nogueira; Paulo A. L. Rego; Pedro Pedrosa Rebouças Filho (BRACIS, 2020)

New Adaptive Morphological Geodesic Active Contour Method for Segmentation of Hemorrhagic Stroke in Computed Tomography Image. - Aldísio Gonçalves Medeiros; Lucas de O. Santos; Róger Moura Sarmento; Elizângela de S. Rebouças; Pedro Pedrosa Rebouças Filho (BRACIS (2), 2020)

A New Strategy for the Detection of Diabetic Retinopathy using a Smartphone App and Machine Learning Methods Embedded on Cloud Computer. - Shara Shami Araújo Alves; Alexis Galeno Matos; Jefferson Silva Almeida; Cilis Aragao Benevides; Caio Cesar Henrique Cunha; Rhuan Victor Crescencio Santiago; Renato Francisco Pereira; Pedro Pedrosa Rebouças Filho (CBMS, 2020)

An Approach to BI-RADS Uncertainty Levels Classification Via Deep Learning with Transfer Learning Technique. - Aldísio Gonçalves Medeiros; Elene F. Ohata; Francisco H. S. Silva; Paulo A. L. Rego; Pedro Pedrosa Rebouças Filho (CBMS, 2020)

Classification of Electroencephalogram Signals for Detecting Predisposition to Alcoholism using Computer Vision and Transfer Learning. - Francisco H. S. Silva; Aldísio Gonçalves Medeiros; Elene F. Ohata; Pedro Pedrosa Rebouças Filho (CBMS, 2020)

An Innovative Approach of Textile Fabrics Identification from Mobile Images using Computer Vision based on Deep Transfer Learning. - Antônio Carlos da Silva Barros; Elene F. Ohata; Suane Pires P. da Silva; Jefferson Silva Almeida; Pedro Pedrosa Rebouças Filho (IJCNN, 2020)

Intelligent Industrial IoT system for detection of short-circuit failure in windings of wind turbines. - Marcos A. Araujo Ferreira; Luís Fabrício de F. Souza; Francisco Hércules dos S. Silva; Elene Firmeza Ohata; Jefferson Silva Almeida; Pedro Pedrosa Rebouças Filho (IJCNN, 2020)

An Optimized Approach to Huntington's Disease Detecting via Audio Signals Processing with Dimensionality Reduction. - Matheus T. Guimarães; Aldísio Gonçalves Medeiros; Jefferson S. Almeida; Marcos Falcão y Martin; Robertas Damasevicius; Rytis Maskeliunas; César Lincoln Cavalcante Mattos; Pedro Pedrosa Rebouças Filho (IJCNN, 2020)

A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer Learning. - Aldísio Gonçalves Medeiros; João P. B. Andrade; Paulo Bruno S. Serafim; Alexandre M. M. Santos; José G. R. Maia; Fernando Antonio Mota Trinta; José A. F. de Macêdo; Pedro P. R. Filho; Paulo A. L. Rego (IJCNN, 2020)

Adaptive Level Set with region analysis via Mask R-CNN: A comparison against classical methods. - Virgínia Xavier Nunes; Aldísio Gonçalves Medeiros; Francisco H. S. Silva; Gabriel Maia Bezerra; Pedro P. R. Filho (IJCNN, 2020)

Predicting body measures from 2D images using Convolutional Neural Networks. - João W. M. de Souza; Gabriel Bandeira Holanda; Roberto F. Ivo; Shara S. A. Alves; Suane Pires P. da Silva; Virgínia Xavier Nunes; Luiz Lannes Loureiro; C. H. Dias-Silva; Pedro Pedrosa Rebouças Filho (IJCNN, 2020)

Internet of Medical Things - Based on Deep Learning Techniques for Segmentation of Lung and Stroke Regions in CT Scans. - Tao Han 004; Virgínia Xavier Nunes; Luís Fabrício de F. Souza; Adriell Gomes Marques; Iágson Carlos Lima Silva; Marcos Aurelio A. Ferreira Junior; Jinghua Sun 001; Pedro Pedrosa Rebouças Filho (IEEE Access, 2020)

Computation Offloading for Vehicular Environments: A Survey. - Alisson Barbosa de Souza; Paulo A. L. Rego; Tiago Carneiro 001; Jardel das C. Rodrigues; Pedro Pedrosa Rebouças Filho; José Neuman de Souza; Vinay Chamola; Victor Hugo C. de Albuquerque; Biplab Sikdar 001 (IEEE Access, 2020)

An effective approach for CT lung segmentation using mask region-based convolutional neural networks. - Qinhua Hu; Luís Fabrício de F. Souza; Gabriel Bandeira Holanda; Shara S. A. Alves; Francisco Hércules dos S. Silva; Tao Han 004; Pedro Pedrosa Rebouças Filho (Artif. Intell. Medicine, 2020)

Fast fully automatic heart fat segmentation in computed tomography datasets. - Victor Hugo C. de Albuquerque; Douglas de A. Rodrigues; Roberto F. Ivo; Solon Alves Peixoto; Tao Han 004; Wanqing Wu; Pedro Pedrosa Rebouças Filho (Comput. Medical Imaging Graph., 2020)

Fast fully automatic skin lesions segmentation probabilistic with Parzen window. - João Victor Souza das Chagas; Roberto F. Ivo; Matheus T. Guimarães; Douglas de A. Rodrigues; Elizângela de S. Rebouças; Pedro Pedrosa Rebouças Filho (Comput. Medical Imaging Graph., 2020)

An effective approach to unmanned aerial vehicle navigation using visual topological map in outdoor and indoor environments. - Tao Han 004; Jefferson S. Almeida; Suane Pires P. da Silva; Paulo Honório Filho; Antonio Wendell De Oliveira Rodrigues; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Comput. Commun., 2020)

Evaluation of Goat Leather Quality Based on Computational Vision Techniques. - Edmilson Q. Santos Filho; Pedro Henrique Feijo de Sousa; Pedro Pedrosa Rebouças Filho; Guilherme A. Barreto; Victor Hugo C. de Albuquerque (Circuits Syst. Signal Process., 2020)

Heart Arrhythmia Classification Based on Statistical Moments and Structural Co-occurrence. - Navar Medeiros M. e Nascimento; Leandro Bezerra Marinho; Solon Alves Peixoto; João Paulo do Vale Madeiro; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Circuits Syst. Signal Process., 2020)

Artificial intelligence techniques empowered edge-cloud architecture for brain CT image analysis. - Francisco Fábio Ximenes Vasconcelos; Róger M. Sarmento; Pedro Pedrosa Rebouças Filho; Victor Hugo C. de Albuquerque (Eng. Appl. Artif. Intell., 2020)

Cascaded Volumetric Fully Convolutional Networks for Whole-Heart and Great Vessel 3D segmentation. - Tao Han 004; Roberto F. Ivo; Douglas de A. Rodrigues; Solon Alves Peixoto; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Future Gener. Comput. Syst., 2020)

An IoT platform for the analysis of brain CT images based on Parzen analysis. - Róger M. Sarmento; Francisco Fábio Ximenes Vasconcelos; Pedro Pedrosa Rebouças Filho; Victor Hugo C. de Albuquerque (Future Gener. Comput. Syst., 2020)

Automatic lung segmentation in CT images using mask R-CNN for mapping the feature extraction in supervised methods of machine learning using transfer learning. - Luís Fabrício de F. Souza; Gabriel Bandeira Holanda; Francisco Hércules dos S. Silva; Shara Shami Araújo Alves; Pedro Pedrosa Rebouças Filho (Int. J. Hybrid Intell. Syst., 2020)

Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook. - Marcus A. G. Santos; Roberto Muñoz 001; Rodrigo Olivares; Pedro Pedrosa Rebouças Filho; Javier Del Ser; Victor Hugo C. de Albuquerque (Inf. Fusion, 2020)

A high-efficiency energy and storage approach for IoT applications of facial recognition. - Solon Alves Peixoto; Francisco Fábio Ximenes Vasconcelos; Matheus T. Guimarães; Aldísio Gonçalves Medeiros; Paulo A. L. Rego; Aloisio Vieira Lira Neto; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Image Vis. Comput., 2020)

Automatic classification of pulmonary diseases using a structural co-occurrence matrix. - Solon Alves Peixoto; Pedro Pedrosa Rebouças Filho; Arunkumar N.; Victor Hugo C. de Albuquerque (Neural Comput. Appl., 2020)

A new approach for classification skin lesion based on transfer learning, deep learning, and IoT system. - Douglas de A. Rodrigues; Roberto F. Ivo; Suresh Chandra Satapathy; Shuihua Wang; D. Jude Hemanth; Pedro Pedrosa Rebouças Filho (Pattern Recognit. Lett., 2020)

Internet of Medical Things: An Effective and Fully Automatic IoT Approach Using Deep Learning and Fine-Tuning to Lung CT Segmentation. - Luís Fabrício de F. Souza; Iágson Carlos Lima Silva; Adriell Gomes Marques; Francisco Hércules dos S. Silva; Virgínia Xavier Nunes; Mohammad Mehedi Hassan; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Sensors, 2020)

Gender-based approach to estimate the human body fat percentage using Machine Learning. - Shara S. A. Alves; Elene F. Ohata; Navar Medeiros M. e Nascimento; João W. M. de Souza; Gabriel Bandeira Holanda; Luiz Lannes Loureiro; Pedro Pedrosa Rebouças Filho (IJCNN, 2021)

A Novel Web Platform for COVID-19 diagnosis using X-Ray exams and Deep Learning Techniques. - Virgínia Xavier Nunes; Aldísio Gonçalves Medeiros; Raylson Silva de Lima; Luís Fabrício de F. Souza; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (IJCNN, 2021)

Driver Behavior Analysis: Abnormal Driving Detection Using MLP Classifier Applied to Outdoor Camera Images. - Wictor Gomes de Oliveira; Pedro Pedrosa Rebouças Filho; Elias Teodoro da Silva Júnior (ISDA, 2021)

Brazilian Mercosur License Plate Detection and Recognition Using Haar Cascade and Tesseract OCR on Synthetic Imagery. - Cyro M. G. Sabóia; Pedro Pedrosa Rebouças Filho (ISDA, 2021)

Fingerprint Classification Based on the Henry System via ResNet. - João Wellington Mendes de Souza; Aldísio Gonçalves Medeiros; Gabriel Bandeira Holanda; Paulo A. L. Rego; Pedro Pedrosa Rebouças Filho (IWSSIP, 2021)

Multi-sensor edge computing architecture for identification of failures short-circuits in wind turbine generators. - Yongzhao Xu; Navar Medeiros M. e Nascimento; Pedro Henrique Feijo de Sousa; Fabricio Gonzalez Nogueira; Bismark C. Torrico; Tao Han 004; Chuanyu Jia; Pedro Pedrosa Rebouças Filho (Appl. Soft Comput., 2021)

A soft computing automatic based in deep learning with use of fine-tuning for pulmonary segmentation in computed tomography images. - Yongzhao Xu; Luís Fabrício de F. Souza; Iágson Carlos Lima Silva; Adriell Gomes Marques; Francisco H. S. Silva; Virgínia Xavier Nunes; Tao Han 004; Chuanyu Jia; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Appl. Soft Comput., 2021)

Automatic detection of COVID-19 infection using chest X-ray images through transfer learning. - Elene Firmeza Ohata; Gabriel Maia Bezerra; João Victor Souza das Chagas; Aloisio Vieira Lira Neto; Adriano Bessa Albuquerque; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (IEEE CAA J. Autom. Sinica, 2021)

A new approach for the detection of pneumonia in children using CXR images based on an real-time IoT system. - João Victor Souza das Chagas; Douglas de A. Rodrigues; Roberto F. Ivo; Mohammad Mehedi Hassan; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (J. Real Time Image Process., 2021)

An Open IoHT-Based Deep Learning Framework for Online Medical Image Recognition. - Carlos M. J. M. Dourado Júnior; Suane Pires P. da Silva; Raul Victor Medeiros da Nóbrega; Pedro Pedrosa Rebouças Filho; Khan Muhammad 001; Victor Hugo C. de Albuquerque (IEEE J. Sel. Areas Commun., 2021)

A novel feature extractor for human action recognition in visual question answering. - Francisco Hércules dos S. Silva; Gabriel Maia Bezerra; Gabriel Bandeira Holanda; João Wellington Mendes de Souza; Paulo A. L. Rego; Aloísio Vieira Lira Neto; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Pattern Recognit. Lett., 2021)

A novel transfer learning approach for the classification of histological images of colorectal cancer. - Elene Firmeza Ohata; João Victor Souza das Chagas; Gabriel Maia Bezerra; Mohammad Mehedi Hassan; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (J. Supercomput., 2021)

Estimating Bone Mineral Density Based on Age, Sex, and Anthropometric Measurements. - Gabriel Maia Bezerra; Elene Firmeza Ohata; Pedro Yuri Rodrigues Nunes; Levy dos Santos Silveira; Luiz Lannes Loureiro; Victor Zaban Bittencourt; Valden Luis Matos Capistrano; Pedro Pedrosa Rebouças Filho (BRACIS (1), 2022)

Novel low cost soil moisture sensor. - Edson C. Neto; Darlan A. Barroso; Pedro Pedrosa Rebouças Filho; D. N. Coelho (CSIT, 2022)

Automatic Segmentation of Hemorrhagic Stroke on Brain CT Images Using Convolutional Neural Networks Through Fine-Tuning. - Adriell Gomes Marques; Luís Fabrício de F. Souza; Matheus Araujo dos Santos; José Jerovane da Costa Nascimento; Róger Moura Sarmento; Iago Belarmino Lucena; Iágson Carlos Lima Silva; Pedro Pedrosa Rebouças Filho (IJCNN, 2022)

Fast Stroke Lesions Segmentation Based on Parzen Estimation and Non-uniform Bit Allocation in Skull CT Images. - Aldísio Gonçalves Medeiros; Lucas de Oliveira Santos; Pedro Pedrosa Rebouças Filho (ISDA (4), 2022)

Fully Automatic LPR Method Using Haar Cascade for Real Mercosur License Plates. - Cyro M. G. Sabóia; Adriell Gomes Marques; Luís Fabrício de Freitas Souza; Solon Alves Peixoto; Matheus A. dos Santos; Antônio Carlos da Silva Barros; Paulo A. L. Rego; Pedro Pedrosa Rebouças Filho (ISDA (3), 2022)

New Approach in LPR Systems Using Deep Learning to Classify Mercosur License Plates with Perspective Adjustment. - Luís Fabrício de F. Souza; José Jerovane da Costa Nascimento; Cyro M. G. Sabóia; Adriell Gomes Marques; Guilherme Freire Brilhante Severiano; Lucas de Oliveira Santos; Paulo A. L. Rego; Pedro Pedrosa Rebouças Filho (ISDA (2), 2022)

New fully automatic approach for tissue identification in histopathological examinations using transfer learning. - Yongzhao Xu; Matheus A. dos Santos; Luís Fabrício de F. Souza; Adriell Gomes Marques; Lijuan Zhang; José Jerovane da Costa Nascimento; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (IET Image Process., 2022)

Floor of log: a novel intelligent algorithm for 3D lung segmentation in computer tomography images. - Solon Alves Peixoto; Aldísio Gonçalves Medeiros; Mohammad Mehedi Hassan; M. Ali Akber Dewan; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho (Multim. Syst., 2022)

Intelligent 3D Objects Classification for Vehicular Ad Hoc Network Based on Lidar and Deep Learning Approaches. - Pedro Henrique Feijo de Sousa; Jefferson Silva Almeida; Elene Firmeza Ohata; Fabricio Gonzalez Nogueira; Bismark Claure Torrico; Victor Hugo C. de Albuquerque; Mohammad Mehedi Hassan; Neeraj Kumar 001; Md. Rafiul Hassan; Pedro Pedrosa Rebouças Filho (IEEE Trans. Intell. Transp. Syst., 2022)

Bi-Dimensional Approach Based on Graph Neural Network for Alcoholism Predisposition Detection via EEG signals. - Aldísio Gonçalves Medeiros; Francisco H. S. Silva; Lucas de O. Santos; Pedro Pedrosa Rebouças Filho (IJCNN, 2023)

New Health of Things Approach to Classification and Detection of Brain Tumors Using Transfer Learning for Segmentation in IMR Images. - José Jerovane da Costa Nascimento; Adriell Gomes Marques; Matheus Araujo dos Santos; Lucas de O. Santos; Julio Macedo Chaves; Luís Fabrício de F. Souza; Pedro Pedrosa Rebouças Filho (IJCNN, 2023)

Divisible Cell-Segmentation: A New Approach for Stroke Detection and Segmentation in CT Scans Using Deep Learning and Fine-tuning. - Luís Fabrício de F. Souza; Joel R. Michaliszen Junior; Adriell Gomes Marques; Yasmin Osório Adelino Rodrigues; Guilherme Freire Brilhante Severiano; José Jerovane da Costa Nascimento; Pedro Pedrosa Rebouças Filho (IJCNN, 2023)

New Advances in Body Composition Assessment with ShapedNet: A Single Image Deep Regression Approach. - Navar Medeiros M. Nascimento; Pedro Cavalcante de Sousa Junior; Pedro Yuri Rodrigues Nunes; Suane Pires Pinheiro da Silva; Luiz Lannes Loureiro; Victor Zaban Bittencourt; Valden Luis Matos Capistrano Junior; Pedro Pedrosa Rebouças Filho (CoRR, 2023)

Predicting Energy Consumption Data Using Deep Learning: An LSTM Approach. - Julio Macedo Chaves; Elene Firmeza Ohata; Matheus Araujo dos Santos; José Daniel de Alencar Santos; Matheus Jardim Bernardes; Daniel Seleme Dora; Pedro Pedrosa Rebouças Filho (BRACIS (2), 2024)

Estimation of Bone Mineral Density using Machine Learning and SHapley Additive exPlanations. - Gabriel Maia Bezerra; Elene F. Ohata; Luiz Lannes Loureiro; Victor Zaban Bittencourt; Valden Luis Matos Capistrano; Atslands Rego da Rocha; Pedro Pedrosa Rebouças Filho (CBMS, 2024)

A Novel Segmentation Approach Utilizing Object Detection Techniques as Prompts for a Zero-Shot System in Hemorrhagic Stroke Segmentation in CT Images. - Joel Ramos Michaliszen; João Carlos N. Fernandes; Calleo Belo Barroso; Leandro Bezerra Marinho; Suane Pires Pinheiro da Silva; Pedro Pedrosa Rebouças Filho; Navar Medeiros M. Nascimento (CBMS, 2024)

Efficient Classification of Depression using EEG through Spectral Graph Analysis. - Lucas de Oliveira Santos; Iágson Carlos L. Silva; Matheus A. dos Santos; Aldísio Gonçalves Medeiros; Pedro Pedrosa Rebouças Filho (CBMS, 2024)

A New Diabetic Retinopathy Classification Approach Based on Normalizer Free Network. - Marcelo Colares da Silva; Caio Marques Silva; Alexis Galeno Matos; Suane Pires Pinheiro da Silva; Róger Moura Sarmento; Pedro Pedrosa Rebouças Filho; Navar Medeiros M. Nascimento; Rhuan Victor Crescencio Santiago; Cilis Aragao Benevides; Caio Cesar Henrique Cunha (CBMS, 2024)

Computer Vision for Brain Tumor Classification: A Novel Approach Based on Zernike Moments. - Caio Marques Silva; Marcelo Colares da Silva; Suane Pires Pinheiro da Silva; Pedro Pedrosa Rebouças Filho; Navar Medeiros M. Nascimento (CBMS, 2024)

A New Approach for Eye Diagram Analysis Using Deep Transfer Learning for Identification and Intensity Classification of Rainfall Effect on Signals Transmitted via Free-Space Optical Communication. - Raiane Rocha Reis; Suane Pires P. da Silva; Elene Firmeza Ohata; Thiago F. Portela; Glendo de Freitas Guimarães; Aderaldo Irineu Levartoski de Araujo; Pedro Pedrosa Rebouças Filho; Paulo A. L. Rego (IJCNN, 2024)

Graph-Based EEG Analysis for Parkinson's Disease Classification: A Residual Neural Network Approach. - Lucas de O. Santos; Aldísio Gonçalves Medeiros; Paulo A. L. Rego; Pedro Pedrosa Rebouças Filho (IJCNN, 2024)

Estimating anthropometric measurements through 2D images using machine learning with gender-based analysis. - João Wellington M. Souza; Elene F. Ohata; Navar Medeiros M. Nascimento; Shara S. A. Alves; Luiz Lannes Loureiro; Victor Zaban Bittencourt; Valden Luis Matos Capistrano; Atslands Rego da Rocha; Pedro Pedrosa Rebouças Filho (IJCNN, 2024)

New advances in body composition assessment with ShapedNet: A single image deep regression approach. - Navar Medeiros M. e Nascimento; Pedro Cavalcante de Sousa Junior; Pedro Yuri Rodrigues Nunes; Suane Pires Pinheiro da Silva; Luiz Lannes Loureiro; Victor Zaban Bittencourt; Valden Luis Matos Capistrano; Pedro Pedrosa Rebouças Filho (Pattern Recognit. Lett., 2025)