Published and under review articles:


  • Castro, R., Pineda, I., & Morocho-Cayamcela, M. E. (2021). Hyperparameter Tuning Over an Attention Model for Image Captioning. In Information and Communication Technologies. TICEC 2021. Communications in Computer and Information Science(Vol. 1456, pp. 172–183). Springer International Publishing.

  • Suntaxi-Domínguez, D. H., Quintanchala-Sandoval, S. C., & Morocho-Cayamcela, M. E. (2022). End-to-end license plate recognition system for an efficient deployment in surveillance scenarios. The 2022 International Conference on Information Technology & Systems (ICITS2022 ).

  • Lucero-Burbano, A. V., Noboa-Chávez, S. D., & Morocho-Cayamcela, M. E. (2021). Plant Disease Classification and Severity Estimation: A Comparative Study of Multitask Convolutional Neural Networks and First Order Optimizers. 8th International Conference on Information Management and Big Data (SIMBig2021).

  • Suntaxi-Domínguez, D. H., Guarnizo-Cabezas, O. V., Crespo-Yaguana, J. F., Quintanchala-Sandoval, S. C., Pineda-Arias, I. G., & Morocho-Cayamcela, M. E. (2022). Deep Learning and Computer Vision in Smart Agriculture: Datasets, Models, and Applications. 8th International Conference on Information Management and Big Data (SIMBig2021).

  • Castro-Izurieta, R. R., Pineda-Arias, I. G., Lim, W., & Morocho-Cayamcela, M. E. (2022). Deep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks (IEEE Access, accepted).

Under review:

  • Crespo-Yaguana, J. F., Guachi-Guachi, L. de los A., Peluffo-Ordóñez, D. H., & Morocho-Cayamcela, M. E. (2022). Detecting the incorrect use of face masks: Computer vision to the rescue. IEEE Access.

  • Castro-Izurieta, R. R., Morocho-Cayamcela, M. E., & Pineda Arias, I. G. (2022). Parallel Genetic Algorithm for Job-Shop Scheduling Problems. 8th International Conference on Information Management and Big Data (SIMBig2021).

  • Jami-Jami, B. E., Pineda-Arias, I. G., & Morocho-Cayamcela, M. E. (2022). The impact of gradient-based optimizers for hand-gesture recognition using convolutional neural networks: A case study. IEEE Sensors Letters.

  • Vega-Arellano, O. A., & Morocho-Cayamcela, M. E. (2022). Performance analysis on hybrid spectral CNN with various learning rates and optimizers for hyperspectal image classification. ISPRS Journal of Photogrammetry and Remote Sensing.

  • Altamirano-López, P. A., Paredes-Carranza, C. A., & Morocho-Cayamcela, M. E. (2022). Iris segmentation, UNet3+ implementation. IET Computer Vision.

  • Román Niemes, S., Andrade-Zambrano, A., & Morocho-Cayamcela, M. E. (2022). Hyperparameter tuning to Real-ESRGAN for text image super resolution. International Journal of Computer Vision (under review).