Related papers
Related papers
2024-2025
Blanco, M., Ruiz-Santaquiteria, J., Cristóbal, G., Perona, E., & Bueno, G. (2025). Multimodal deep learning for cyanobacteria classification: a fusion of CNN and transformer architectures. Aquatic Ecology, 59(4), 1319-1339.
Bueno, G., Sanchez, L., Cristobal, G., Kloster, M., Beszteri, B., & Salido, J. (2025). Phytoplankton Identification with Prototypical Networks: A Few-Shot Learning Approach. Results in Engineering, 106984.
Bueno, G., Sanchez-Vargas, L., Diaz-Maroto, A., Ruiz-Santaquiteria, J., Blanco, M., Salido, J., & Cristobal, G. (2025). Real-Time Edge Computing vs. GPU-Accelerated Pipelines for Low-Cost Microscopy Applications. Electronics, 14(5), 930.
Diez-Chiappe, A., Cirés, S., Muñoz-Martín, M. Á., Justel, A., Quesada, A., & Perona, E. (2025). Unexpected cyanobacterial communities in highly heterogeneous toxic blooms from a Mediterranean protected area. Environmental Research, 270, 120953.
Diez-Chiappe, A., Muñoz-Martín, M. Á., Cirés, S., Quesada, A., & Perona, E. (2025). Protected high-mountain rivers harbor widespread toxic Microcoleus-dominated mats with distinct genetic profiles. Harmful Algae, 102942.
Bueno, G., Sanchez, L., Perona, E., Muñoz-Martín, M. A., Hiruelas, A., Salido, J., & Cristobal, G. (2024, June). Microscopic image quality in few-shot GAN-generated cyanobacteria images and its impact on classification networks. In Optics, Photonics, and Digital Technologies for Imaging Applications VIII (Vol. 12998, pp. 40-56). SPIE.