| Performance comparison of deep learning frameworks in image classification problems using convolutional and recurrent networks RD Fonnegra, B Blair, GM Díaz 2017 IEEE Colombian conference on communications and computing (COLCOM), 1-6, 2017 | 32 | 2017 |
| Speech emotion recognition integrating paralinguistic features and auto-encoders in a deep learning model RD Fonnegra, GM Díaz International Conference on Human-Computer Interaction, 385-396, 2018 | 13 | 2018 |
| Deep learning based video spatio-temporal modeling for emotion recognition RD Fonnegra, GM Díaz International Conference on Human-Computer Interaction, 397-408, 2018 | 12 | 2018 |
| Anti-collision system for navigation inside an UAV using fuzzy controllers and range sensors RDF Tarazona, FR Lopera, GDG Sánchez 2014 XIX Symposium on Image, Signal Processing and Artificial Vision, 1-5, 2014 | 12 | 2014 |
| Speech emotion recognition based on a recurrent neural network classification model RD Fonnegra, GM Díaz International conference on advances in computer entertainment, 882-892, 2017 | 9 | 2017 |
| Generalized adversarial networks for stress field recovering processes from photoelasticity images JCB de León, RD Fonnegra-Tarazona, A Restrepo-Martínez Applications of Digital Image Processing XLIII 11510, 138-147, 2020 | 6 | 2020 |
| Early-to-late prediction of dce-mri contrast-enhanced images in using generative adversarial networks RD Fonnegra, ML Hernandez, JC Caicedo, GM Díaz 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 5 | 2023 |
| Integration of machine learning models in pacs systems to support diagnostic in radiology services K Osorno-Castillo, RD Fonnegra, GM Díaz Applied Computer Sciences in Engineering: 7th Workshop on Engineering …, 2020 | 4 | 2020 |
| Quality Enhancement of Breast DCE-MRI Images Via Convolutional Autoencoders P Campáz-Usuga, RD Fonnegra, C Mera 2021 IEEE 2nd International Congress of Biomedical Engineering and …, 2021 | 3 | 2021 |
| Estimación de orientación de un vehículo aéreo no modelado usando fusión de sensores inerciales y aprendizaje de máquina R Fonnegra, G Goez, A Tobón Revista Iberoamericana de Automática e Informática. 16 (4), 415-422, 2019 | 3 | 2019 |
| Briñez de León, Ruben D. Fonnegra-Tarazona, Alejandro Restrepo-Martínez,“Generalized adversarial networks for stress field recovering processes from photoelasticity images,” C Juan Proc. SPIE 11510, 0 | 3 | |
| Orientation estimating in a non-modeled aerial vehicle using inertial sensor fusion and machine learning techniques R Fonnegra, G Goez, A Tobon Revista Iberoamericana de Automática e Informática Industrial 16 (4), 415-422, 2019 | 1 | 2019 |
| MSpecFace: A dataset for facial recognition in the visible, ultra violet and infrared spectra RD Fonnegra, A Molina, AF Pérez-Zapata, GM Díaz International Conference on Technology Trends, 160-170, 2017 | 1 | 2017 |
| Anti-collision system for indoors quadcopter navigation using fuzzy controllers and range sensors RD Fonnegra Tarazona, F Rios Lopera, GD Goez Sanchez REVISTA DE INVESTIGACIONES-UNIVERSIDAD DEL QUINDIO 28 (1), 101-108, 2016 | 1 | 2016 |
| A Time-Intensity Aware Pipeline for Generating Late-Stage Breast DCE-MRI using Generative Adversarial Models RD Fonnegra, ML Hernández, JC Caicedo, GM Díaz arXiv preprint arXiv:2409.01596, 2024 | | 2024 |
| Síntesis de imagen médica postcontraste en estudios de DCE-MRI de mama usando aprendizaje profundo S Cañaveral, C Mera-Banguero, RD Fonnegra TecnoLógicas 27 (60), e3052-e3052, 2024 | | 2024 |
| Analysis of cellular phenotypes with unbiased image-based generative models R Fonnegra, MV Sanian, ZS Chen, L Paavolainen, JC Caicedo NeurIPS 2023: GenBio Workshop, 2023 | | 2023 |
| Smart Technologies. SmartTech-IC 2021: Proceedings of the Second International Conference on Smart Technologies, Systems and Applications F Narváez, M Caiza, F Camacho, JP Cartagena, L Castano-Londono, ... | | 2022 |
| Outcome Prediction of Covid-19 Patients from Clinical Admission Data Using Machine Learning Models JP Cartagena, R Fonnegra, FRN Espinoza 2nd International Conference on Smart Technologies, Systems and Applications …, 2021 | | 2021 |
| Automatic Identification of COVID-19 in Chest X-Ray Images Based on Deep Features and Machine Learning Models RD Fonnegra, FR Narváez, GM Díaz International Conference on Smart Technologies, Systems and Applications …, 2021 | | 2021 |
Gloria DíazProfesor (ITM)Verified email at itm.edu.co
Gloria DíazProfesor (ITM)Verified email at itm.edu.co