Publications

Peer-Reviewed Publications

• A biometric security system based on a hybrid face recognition technique.
  Miragaia, R., Vega-Rodríguez, M. A., Gómez-Pulido, J. A., & Sánchez-Pérez, J. M. (2008, February). In Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging (pp. 106-111).
  (PDF)

• Cartesian genetic programming applied to pitch estimation of piano notes.
  Inácio, T., Miragaia, R., Reis, G., Grilo, C., & Fernandéz, F. (2016, December). In 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 1-7). IEEE.
  (PDF)

• Cgp4matlab-a cartesian genetic programming matlab toolbox for audio and image processing.
  Miragaia, R., Reis, G., Fernandéz, F., Inácio, T., & Grilo, C. (2018, April). In International Conference on the Applications of Evolutionary Computation (pp. 455-471). Springer, Cham.
  (PDF)

• Multi Pitch Estimation of Piano Music using Cartesian Genetic Programming with Spectral Harmonic Mask
  Miragaia, R., Reis, G., de Vega, F. F., & Chávez, F. (2020, December).  In 2020 IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 1800-1807). IEEE.
  (PDF)

• Evolving a Multi-Classifier System for Multi-Pitch Estimation of Piano Music and Beyond: An Application of Cartesian Genetic Programming.
  Miragaia, R., Fernández, F., Reis, G., & Inácio, T. (2021). Applied Sciences, 11(7), 2902.
  (PDF)

• Evolving a multi-classifier system with cartesian genetic programming for multi-pitch estimation of polyphonic piano music.
  Miragaia, R., de Vega, F. F., & Reis, G. (2021, March). In Proceedings of the 36th Annual ACM Symposium on Applied Computing (pp. 472-480).
  (PDF)

• Plum Ripeness Analysis in Real Environments Using Deep Learning with Convolutional Neural Networks.
  Miragaia, R., Chávez, F., Díaz, J., Vivas, A., Prieto, M. H., & Moñino, M. J. (2021). Agronomy, 11(11), 2353.
  (PDF)

• Systematic Review on Deep Learning with CNNs Applied to Surface Defect Detection.
  Cumbajin, E., Rodrigues, N., Costa, P., Miragaia, R., Frazão, L., Costa, N., ... & Pereira, A. (2023). Journal of Imaging, 9(10), 193.
  (PDF)

• A Real-Time Automated Defect Detection System for Ceramic Pieces Manufacturing Process Based on Computer Vision with Deep Learning
  Cumbajin, E., Rodrigues, N., Costa, P., Miragaia, R., Frazão, L., Costa, N., ... & Pereira, A.  Sensors 24.1 (2023): 232.
  (PDF)

• Applying deep learning to real-time UAV-based forest monitoring: Leveraging multi-sensor imagery for improved results
  Marques, T., Carreira, S., Miragaia, R., Ramos, J., & Pereira, A. (2024), Expert Systems with Applications, Volume 245,
  https://doi.org/10.1016/j.eswa.2023.123107.
  (PDF)