Publications
Mathieu A., Leclerq M., Sanabria M., Perin O, Droit A. (2022). Machine learning and deep learning applications in metagenomic taxonomy and functional annotation. Frontiers Microbiology.
Sanabria M., Precioso, F., Mattei P., Menguy T. (2021). A Multi-stage deep architecture for summary generation of soccer videos. IEEE Transactions on Neural Networks and Learning Systems. Under Review.
Sanabria M., Precioso F., & Menguy T. (2021). Hierarchical Multimodal Attention for Deep Video Summarization. In Proceedings of the 25th International Conference on Pattern Recognition.
Sanabria M., Precioso F., & Menguy T. (2020). Profiling Actions for Sport Video Summarization:An attention signal analysis. In Proceedings of the 22nd International Workshop on Multimedia Signal Processing. IEEE.
Sanabria M., Sherly, Precioso F., & Menguy T. (2019). A Deep Architecture for Multimodal Summarization of Soccer Games. In Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports. ACM.
Romero M., Sanabria M., Bautista L, & Mendoza A. (2016). Algorithm for detection of overlapped red blood cells in microscopic images of blood smears. DYNA, 83(198), 187-194.
Gualdron H.,Bautista L., Romero M., & Sanabria M. (2014). Estudio y desarrollo de una tĂ©cnica de telemicroscopĂa aplicable en las zonas rurales de Colombia. Revista GTI, 13(37), 69-79.