Maria Leyva-Vallina

According to our database, Maria Leyva-Vallina authored at least 9 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Regressing Transformers for Data-efficient Visual Place Recognition.

Maria Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

Data-Efficient Large Scale Place Recognition with Graded Similarity Supervision.

Maria Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Generalized Contrastive Optimization of Siamese Networks for Place Recognition.

Maria Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov

CoRR, 2021

2020

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

2019

Place and Object Recognition by CNN-Based COSFIRE Filters.

Manuel Lopez-Antequera, Maria Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov

IEEE Access, 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 Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis.

Maria Leyva-Vallina, Nicola Strisciuglio, Nicolai Petkov

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Camera Localization in Outdoor Garden Environments Using Artificial Landmarks.

Nicola Strisciuglio, Maria Leyva-Vallina, Nicolai Petkov, Rafael Muñoz-Salinas

Proceedings of the IEEE International Work Conference on Bioinspired Intelligence, 2018

2017

FoodPlaces: Learning Deep Features for Food Related Scene Understanding.

Md. Mostafa Kamal Sarker, Maria Leyva, Adel Saleh, Vivek Kumar Singh, Farhan Akram, Petia Radeva, Domenec Puig

Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017