Research output per year
Research output per year
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Data-efficient representation learning for visual place recognition
Leyva Vallina, M., 2023, [Groningen]: University of Groningen. 145 p.Research output: Thesis › Thesis fully internal (DIV)
Open AccessFile121 Downloads (Pure) -
Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams
Talavera Martínez, E., Leyva Vallina, M., Sarker, M. M. K., Puig, D., Petkov, N. & Radeva, P., Mar-2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 3, p. 866-877 12 p., 8735865.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Citations (Scopus)238 Downloads (Pure) -
Place and Object Recognition by CNN-Based COSFIRE Filters
Lopez-Antequera, M., Vallina, M. L., Strisciuglio, N. & Petkov, N., 2019, In: IEEE Access. 7, p. 66157-66166 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Citations (Scopus)247 Downloads (Pure) -
Place Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis
Leyva-Vallina, M., Strisciuglio, N. & Petkov, N., Sept-2019, Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Proceedings. Vento, M. & Percannella, G. (eds.). Springer Verlag, p. 324-335 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11678 ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Citations (Scopus)99 Downloads (Pure) -
TB-places: A data set for visual place recognition in garden environments
Leyva-Vallina, M., Strisciuglio, N., Lopez Antequera, M., Tylecek, R., Blaich, M. & Petkov, N., 24-Apr-2019, In: IEEE Access. 7, p. 52277-52287 11 p., 8698240.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile14 Citations (Scopus)198 Downloads (Pure)
Activities
- 1 Membership
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Office of the University (Organisational unit)
Susanne Täuber (Member), Gerrigje Wakker (Chair), Kees Aarts (Member), Manda Broekhuis (Member), Sahar El Aidy (Member), Maarten Goldberg (Member), Ryanka Hazekamp (Member), Maria Leyva Vallina (Member), Samar Orwa (Member), Brigitte Prieshof (Member) & Ella Sebamalai (Member)
Nov-2020 → Jan-2021Activity: Membership › Professional
Datasets
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EgoFoodPlaces: Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams
Martinez, E. T. (Contributor), Leyva Vallina, M. (Contributor), Radeva, P. (Contributor) & Petkov, N. (Contributor), 4TU.ResearchData, 10-Sept-2021
DOI: 10.4121/16592420
Dataset
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EgoFoodPlaces: Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams
Martinez, E. T. (Contributor), Leyva Vallina, M. (Contributor), Radeva, P. (Contributor) & Petkov, N. (Contributor), 4TU.ResearchData, 10-Sept-2021
DOI: 10.4121/16592420.v1
Dataset
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Generalized Contrastive Optimization of Siamese Networks for Place Recognition
Leyva Vallina, M. (Contributor), Strisciuglio, N. (Contributor) & Petkov, N. (Contributor), DataverseNL, 8-Sept-2022
DOI: 10.34894/w4ligp
Dataset
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Data for: TB-Places: A Data Set for Visual Place Recognition in Garden Environments
Leyva Vallina, M. (Contributor), Strisciuglio, N. (Contributor), López Antequera, M. (Contributor), Tylecek, R. (Contributor), Blaich, M. (Contributor) & Petkov, N. (Contributor), DataverseNL, 23-May-2022
DOI: 10.34894/vil0ev
Dataset