2021

María Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov, (2021), Generalized Contrastive Optimization of Siamese Networks for Place Recognition, Under review, Paper, Code

2019

María Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov (2019, September), Place recognition in gardens by learning visual representations: data set and benchmark analysis, International Conference on Computer Analysis of Images and Patterns, Paper, Data
Estefania Talavera Martinez, María Leyva-Vallina, Md Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva, (2019, June), Hierarchical approach to classify food scenes in egocentric photo-streams, IEEE Journal of Biomedical and Health Informatics, Paper, Data
Manuel López-Antequera, María Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov (2019, January), Place and object recognition by CNN-based COSFIRE filters, IEEE Access, Paper
María Leyva-Vallina, Nicola Strisciuglio, Manuel Lopez-Antequera, Radim Tylecek, Michael Blaich, Nicolai Petkov (2019, January), TB-Places: A Data Set for Visual Place Recognition in Garden Environments, IEEE Access, Paper, Data

Nicola Strisciuglio, María Leyva-Vallina, Nicolai Petkov, Rafael Muñoz Salinas, (2018, July), Camera localization in outdoor garden environments using artificial landmarks, IEEE IWOBI, Paper

Md Mostafa Kamal Sarker, María Leyva-Vallina, Adel Saleh, Vivek Kumar Singh, Farhan Akram, Petia Radeva, Domenec Puig, (2017, October), FoodPlaces: Learning Deep Features for Food Related Scene Understanding, CCIA, Paper
María Leyva-Vallina (2017, May), Food related scene recognition in egocentric images, Master thesis, Universitat Politècnica de Catalunya, Universitat de Barcelona, Universitat Rovira i Virgili, Thesis