Home Publications Code Blog Photography

Matías Tailanian

Ph.D. and Msc. in Applied Mathematics, Vision and Machine Learning.

Matías Tailanian | Ph.D. and Msc. in Applied Mathematics, Vision and Machine Learning.

Book Chapters

  1. Tailanian Matı́as, Musé, P., & Pardo, Á. (2023). A Contrario multi-scale anomaly detection method for industrial quality inspection. In Deep Learning Applications, Volume 4 (pp. 193–216). Springer.

Conferences and Workshops

  1. Tailanian Matı́as, Pardo, Á., & Musé, P. (2022). U-Flow: A U-shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold. ArXiv Preprint ArXiv:2211.12353.
  2. Tailanian, M., Musé, P., & Pardo, Á. (2021). A Multi-Scale A Contrario method for Unsupervised Image Anomaly Detection. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 179–184.
  3. Paternain, S., Tailanian Matı́as, Rosa, R., & Canetti, R. (2017). Design and implementation of flight control for an autonomous quadrotor. 2017 IEEE URUCON, 1–4.
  4. Musé, P., Garella, J. P., Tailanian, M., Lema, G., Fernandez, G., Regusci, J., Almansa, M., & Mastrángelo, P. (2017). A tree canopy counting method for precision forestry. I International Conference on Agro BigData and Decision Support Systems in Agriculture, (BigDSSAgro 2017).
  5. Tailanián Matı́as, Castiglioni, E., Musé, P., Flores, G. F., Lema, G., Mastrángelo, P., Almansa, M., Liñares, I. F., & Liñares, G. F. (2015). Early pest detection in soy plantations from hyperspectral measurements: a case study for caterpillar detection. Remote Sensing for Agriculture, Ecosystems, and Hydrology XVII, 9637, 96372I.
  6. Tailanián Matı́as, Lecumberry, F., Fernández, A., Gnemmi, G., Meikle, A., Pereira, I., & Randall, G. (2014). Dairy cattle sub-clinical uterine disease diagnosis using pattern recognition and image processing techniques. Iberoamerican Congress on Pattern Recognition, 690–697.
  7. Tailanián Matı́as, Paternain, S., Rosa, R., & Canetti, R. (2014). Design and implementation of sensor data fusion for an autonomous quadrotor. 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 1431–1436.
  8. Paternain, S., Tailanián Matı́as, & Canetti, R. (2013). Calibration of an inertial measurement unit. 2013 16th International Conference on Advanced Robotics (ICAR), 1–6.

Misc

  1. Tailanian, M., Lecumberry, F., & Gnemmi, G. (2014). Measuring thickness profile between closed curves applied to endometritis detection on in dairy cattle. In Technical report, Facultad de Ingenierı́a, IIE-Projecto ANII FMV 2 2011 (Vol. 1, pp. 73–76).
  2. Paternain, S., Rosa, R., & Tailanián, M. (2012). Implementación de un UAV con arquitectura de cuadricóptero. In Proyecto de Fin de Carrera de Ingenierıa Eléctrica, Facultad de Ingenierıa, Universidad de la República.
  3. Tailanián, M., Nunes, J. L., Fernández, A., & Lecumberry, F. Análisis de la clasificación genotıpica de bovinos en funcion de sus caracterısticas fenotıpcas, un enfoque desde el Reconocimiento de Patrones.