I am a PhD Candidate at the CVUB group of the Universitat de Barcelona under the supervision of professor Petia Radeva.
I am working on the development of Computer Vision and Deep Learning methodologies applied on Egocentric images for the analysis and storytelling of the daily life of the users and also on Food analysis for the improvement of healthy eating habits.
- Aguilar E, Remeseiro B, Bolaños M, & Radeva P. Grab, Pay and Eat: Semantic Food Detection for Smart Restaurants. In IEEE Transactions on Multimedia, (submitted).
- Bolaños M, Peris Á, Casacuberta F, Soler S & Radeva P. Egocentric Video Description based on Temporally-Linked Sequences. Journal of Visual Communication and Image Representation, 50 (2018), 205-216.
- Dimiccoli M, Bolaños M, Talavera E, Aghaei M, Nikolov S & Radeva P. SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation. Computer Vision and Image Understanding, 155 (2017), 55-69.
- Bolaños M, Dimiccoli M & Radeva P. Toward storytelling from visual lifelogging: An overview. In Special Issue on Wearable and Ego-Vision Systems for Augmented Experience, IEEE Transactions on Human-Machine Systems (THMS) 47 (1), (2015), 77–90.