Año
Autores / Publicación
Guerra Rosas , E., & Álvarez Borrego, J. (2025). Clasificación de imágenes de plataformas multimedia con algoritmos de aprendizaje automático y redes neuronales artificiales. Revista Tecnología Digital, 15(1), 1-11. (ID: 30898)
Álvarez Borrego, J., Guerra Rosas, E., & López Ávila, L. F. (2025). Classification of streaming platform images using local binary patterns and machine learning algorithms. Revista Mexicana de Física, 71(5), 1-25. doi: 10.31349/RevMexFis.71.051303. (ID: 30771)
López Ávila, L. F., & Álvarez Borrego, J. (2025). Hybrid transform-based feature extraction for skin lesion classification using RGB and Grayscale analysis. Applied Sciences, 15. doi: 10.3390/app15115860. (ID: 30682)
Sauzameda González, M., Álvarez Borrego, J., & Guerra Rosas, E. (2025). iMAGE CLASSIFICATION OF MULTIMEDIA PLATFORMS WITH TEXTURE ALGORITHMS AND NEURAL NETWORKS. IEEE Access, 13, 46478-46494. doi: 10.1109/ACCESS.2025.3550303. (ID: 30644)
Guerra Rosas, E., López Ávila, L. F., Garza Flores, E., Vidales Basurto, C. A., & Álvarez Borrego, J. (2023). Classification of skin lesion images using artificial intelligence methodologies through radial Fourier-Mellin and Hilbert transform signatures. Applied Sciences, 13(11425), 20. doi: 10.3390/app132011425. (ID: 28960)
Carrillo Aguilar, L. A., Guerra Rosas, E., Álvarez Borrego, J., Echavarría Heras, H. A., & Hernández Muñoz, S. (2022). Identification of Shark Species Based on Their Dry Dorsal Fins through Image Processing. Applied Sciences. doi: 10.3390/app122211646. (ID: 28046)
Camacho Gutierrez, J. A., Solorza Calderón, S., & Álvarez Borrego, J. (2022). Multi-class skin lesion classification using prism- and segmentation-based fractal signatures. Expert Systems with Applications, 197(116671), 21. doi: 10.1016/j.eswa.2022.116671. (ID: 27727)
Rodríguez Santiago, M. A., Álvarez Borrego, J., Fájer Ávila, E. J., Iannacone, J., & Fernandez Martinez, C. N. (2021). INVARIANT CORRELATION WITH SPECIES-SPECIFIC COMPOSITE FILTERS FOR THE RECOGNITION OF TRICHODINIDS (CILIOPHORA: PERITRICHIDA) PARASITIZING OREOCHROMIS NILOTICUS (LINNAEUS, 1758) BASED ON MORPHOLOGICAL METHODS. Neotropical Helminthology, 15(2), 179-191. doi: 10.24039/rnh20211521223. (ID: 27310)
López Leyva, J. A., Guerra Rosas, E., & Álvarez Borrego, J. (2021). Multi-Class Diagnosis of Skin Lesions Using the Fourier Spectral Information of Images on Additive Color Model by Artificial Neural Network. IEEE Access, 9, 10. doi: 10.1109/ACCESS.2021.3061873. (ID: 26911)
Molina Molina, E. O., Solorza Calderón, S., & Álvarez Borrego, J. (2020). Classification of Dermoscopy Skin Lesion Color-Images Using Fractal-Deep Learning Features. Applied Sciences, 10(5954), 19. doi: 10.3390/app10175954. (ID: 26127)
Pacheco Venegas, E. G., Israde Alcántara, I., & Álvarez Borrego, J. (2020). Binary Masks of Concentric Rings as a Method to Approximate Identification of Diatoms Using Images. IEEE Access, 8, 14. doi: 10.1109/ACCESS.2020.3013240. (ID: 26124)
López Ávila, L. F., Álvarez Borrego, J., & Solorza Calderón, S. (2020). Fractional Fourier-Radial Transform for Digital Image Recognition. Journal of Signal Processing Systems. doi: 10.1007/s11265-020-01543-0. (ID: 26078)
Castro Valdez, J. A., Álvarez Borrego, J., & Solorza Calderón, S. (2020). Image correlation by one-dimensional signatures invariant to rotation, position, and scale using the radial Hilbert transform optimized. Applied Optics, 59(13), 1-9. doi: 10.1364/AO.381574. (ID: 25560)
Olague Caballero, G., Bakshi, S., Álvarez Borrego, J., Mait, J. N., Martínez García, A., & Testorf, M. E. (2020). Optics theory and practice in Iberoamerica: introduction to the feature issue. Applied Optics, 59(13), IB01-IB05. doi: 10.1364/AO.396153. (ID: 26095)
Castro Valdez, J. A., & Álvarez Borrego, J. (2020). IMAGE CORRELATION USING FRACTIONAL HERMITE TRANSFORM. IEEE Access, 8, 28681-28689. doi: 10.1109/ACCESS.2020.2972504. (ID: 25940)