I am a PhD Student at the Côte d’Azur University in France, under the supervision of Prof. Frédéric Precioso and Thomas Menguy (CTO-Wildmoka). I work in Machine Learning field, specifically in the detection and classification of the most important actions in videos, using Deep Learning and multimodal features.
I obtained a MSc in Ubiquitous Networking in 2017 from the University Côte d’Azur in France with a LabEx scholarship.
In 2014 I graduated as an Engineer in Computer Systems and Informatics from the Industrial University of Santander in Colombia with a Laureate Degree Project.
PhD in Deep Learning (Candidate)
Université Côte d'Azur - France
International Master in Ubiquitous Networking, 2017
Université Nice-Sophia Antipolis - France
Computer Systems Engineering and Informatics, 2014
Industrial University of Santander - Colombia
Mamadou Diop.
Applied Mathematics and Modelization (2020).
Topic: Deep Learning pour l’analyse de contenu multimedia dans le domaine du sport (Deep learning for the analysis of multimedia content in sports).
Co-advisors: Melissa Sanabria, Frédéric Precioso
Ruiqing Chang.
Applied Mathematics and Modelization (2020).
Topic: Multimodal Features for Soccer Summarization.
Co-advisors: Melissa Sanabria, Frédéric Precioso
Anass Nazihi, Youssef Benjelloun
Applied Mathematics and Modelization (2019).
Topic: Multimodal Summarization of Soccer Games.
Co-advisors: Melissa Sanabria, Frédéric Precioso
Billal El Maaroufi, Younès Salhi, Lina Sedoud.
Applied Mathematics and Modelization (2019).
Topic: Reconnaissance vocale multimodale (Multimodal voice recognition).
Co-advisors: Melissa Sanabria, Frédéric Precioso
Sherly.
Master DSC ICTLabs (2019).
Topic: Detection of actions in sports videos using Multiple Instance Learning.
Co-advisors: Frédéric Precioso, Melissa Sanabria
Jose Diaz Mendoza.
Master DSC ICTLabs (2018).
Topic: Precise multi-modal segmentation of sports videos.
Co-advisors: Frédéric Precioso, Melissa Sanabria
Khalil Bouzoubaa, Adrien Gambier, Valentin Moulié.
Applied Mathematics and Modelization (2018).
Topic: Une autre façon de regarder le sport à la téle (Another way to watch sports on TV).
Co-advisors: Frédéric Precioso, Melissa Sanabria
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 técnica de telemicroscopía aplicable en las zonas rurales de Colombia. Revista GTI, 13(37), 69-79.