FoodPlaces: Learning Deep Features for Food Related Scene Understanding. - Md. Mostafa Kamal Sarker; Maria Leyva; Adel Saleh; Vivek Kumar Singh 008; Farhan Akram; Petia Radeva; Domenec Puig (CCIA, 2017)

Camera Localization in Outdoor Garden Environments Using Artificial Landmarks. - Nicola Strisciuglio; Maria Leyva-Vallina; Nicolai Petkov; Rafael Muñoz-Salinas (IWOBI, 2018)

Place Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis. - Maria Leyva-Vallina; Nicola Strisciuglio; Nicolai Petkov (CAIP (1), 2019)

TB-Places: A Data Set for Visual Place Recognition in Garden Environments. - Maria Leyva-Vallina; Nicola Strisciuglio; Manuel Lopez-Antequera; Radim Tylecek; Michael Blaich; Nicolai Petkov (IEEE Access, 2019)

Place and Object Recognition by CNN-Based COSFIRE Filters. - Manuel Lopez-Antequera; Maria Leyva-Vallina; Nicola Strisciuglio; Nicolai Petkov (IEEE Access, 2019)

Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams. - Estefanía Talavera; Maria Leyva-Vallina; Md. Mostafa Kamal Sarker; Domenec Puig; Nicolai Petkov; Petia Radeva (IEEE J. Biomed. Health Informatics, 2020)

Generalized Contrastive Optimization of Siamese Networks for Place Recognition. - Maria Leyva-Vallina; Nicola Strisciuglio; Nicolai Petkov (CoRR, 2021)

Data-Efficient Large Scale Place Recognition with Graded Similarity Supervision. - Maria Leyva-Vallina; Nicola Strisciuglio; Nicolai Petkov (CVPR, 2023)

Regressing Transformers for Data-efficient Visual Place Recognition. - Maria Leyva-Vallina; Nicola Strisciuglio; Nicolai Petkov (ICRA, 2024)