Bruno M. Rocha

According to our database, Bruno M. Rocha authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing Corn Image Resolution Captured by Unmanned Aerial Vehicles With the Aid of Deep Learning.

Emilia Alves Nogueira, Bruno Moraes Rocha, Gabriel da Silva Vieira, Afonso Ueslei Da Fonseca, Juliana Paula Felix, Antonio Oliveira Jr., Fabrízzio Alphonsus A. M. N. Soares

IEEE Access, 2024

2023

BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals.

Diogo Pessoa, Bruno Moraes Rocha, Claas Strodthoff, Maria Gomes, Guilherme Silva Rodrigues, Georgios Petmezas, Grigorios-Aris Cheimariotis, Vassilis Kilintzis, Evangelos Kaimakamis, Nicos Maglaveras, Alda Marques, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva

Comput. Methods Programs Biomed., October, 2023

Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture.

Diogo Pessoa, Georgios Petmezas, Vasileios E. Papageorgiou, Bruno M. Rocha, Leandros Stefanopoulos, Vassilis Kilintzis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022

Skew Angle Detection and Correction in Text Images Using RGB Gradient.

Bruno M. Rocha, Gabriel da Silva Vieira, Hélio Pedrini, Afonso Ueslei Da Fonseca, Deborah S. A. Fernandes, Junio Cesar de Lima, Júlio César Ferreira, Fabrízzio Alphonsus A. M. N. Soares

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Tuberculosis Detection in Chest Radiography: A Combined Approach of Local Binary Pattern Features and Monarch Butterfly Optimization Algorithm.

Afonso Ueslei Da Fonseca, Bruno M. Rocha, Emilia Alves Nogueira, Gabriel da Silva Vieira, Deborah S. A. Fernandes, Junio Cesar de Lima, Júlio César Ferreira, Fabrízzio Alphonsus A. M. N. Soares

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Classification of Adventitious Respiratory Sound Events: A Stratified Analysis.

Tiago Fernandes, Bruno M. Rocha, Diogo Pessoa, Paulo de Carvalho, Rui Pedro Paiva

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients.

Bruno Moraes Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Classification of Electrical Impedance Tomography Data Using Machine Learning.

Diogo Pessoa, Bruno Moraes Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A Method for the Detection and Reconstruction of Foliar Damage caused by Predatory Insects.

Gabriel da Silva Vieira, Naiane Maria de Sousa, Bruno M. Rocha, Afonso Ueslei Da Fonseca, Fabrízzio Alphonsus A. M. N. Soares

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

A Study of Saliency Methods for Tree Detection in Aerial Images of Rural Areas.

Naiane Maria de Sousa, Juliana Paula Felix, Gabriel da Silva Vieira, Bruno Moraes Rocha, Fabrízzio Alphonsus A. M. N. Soares

Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021

I-Generalized and Kullback - Leibler Divergences for Content-Based Image Retrieval.

Bruno M. Rocha, Daniela Portes L. Ferreira, Célia A. Z. Barcelos, Fabrízzio Soares

Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021

2020

Influence of Event Duration on Automatic Wheeze Classification.

Bruno M. Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Visual Detection of Productive Crop and Pasture Fields from Aerial Image Analysis.

Gabriel da Silva Vieira, Bruno M. Rocha, Hélio Pedrini, Naiane Maria de Sousa, Junio Cesar de Lima, Ronaldo Martins da Costa, Fabrízzio Alphonsus A. M. N. Soares

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

Evaluation and Detection of Gaps in Curved Sugarcane Planting Lines in Aerial Images.

Bruno Moraes Rocha, Gabriel da Silva Vieira, Afonso Ueslei Da Fonseca, Hélio Pedrini, Naiane Maria de Sousa, Fabrízzio Alphonsus A. M. N. Soares

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

2019

Extending the Aerial Image Analysis from the Detection of Tree Crowns.

Gabriel da Silva Vieira, Bruno M. Rocha, Fabrízzio Alphonsus A. M. N. Soares, Junio Cesar de Lima, Hélio Pedrini, Ronaldo Martins da Costa, Júlio César Ferreira

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2017

Nearest neighbor search on total bregman balls tree.

Daniela Portes L. Ferreira, Bruno M. Rocha, Célia A. Z. Barcelos

Proceedings of the Symposium on Applied Computing, 2017

Detection of explosive cough events in audio recordings by internal sound analysis.

Bruno M. Rocha, Luis Mendes, Ricardo Couceiro, Jorge Henriques, Paulo de Carvalho, Rui Pedro Paiva

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Biodata analytics for COPD.

Paulo Carvalho, Jorge Henriques, César Alexandre Teixeira, Ricardo Couceiro, Teresa Rocha, Luis Mendes, Bruno Moraes Rocha, Diogo Nunes, Ioanna Chouvarda, Nicos Maglaveras, Rui Pedro Paiva

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Music Emotion Recognition with Standard and Melodic Audio Features.

Renato Panda, Bruno M. Rocha, Rui Pedro Paiva

Appl. Artif. Intell., 2015

2014

Image retrieval via generalized I-divergence in the bag-of-visual-words framework.

Bruno M. Rocha, Emilia Alves Nogueira, Denise Guliato, Daniela Portes L. Ferreira, Célia A. Zorzo Barcelos

Proceedings of the 21st IEEE International Conference on Electronics, Circuits and Systems, 2014