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researcher

M'onica Ballesta

3 papers hereh-index 13 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedLow Cost, High Efficiency: LiDAR Place Recognition in Vineyards with Matryoshka Representation Learning

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CV2026

Heterogeneous LiDAR Early Fusion and Learned Re-Ranking Strategy for Robust Long-Term Place Recognition in Unstructured Environments

Judith Vilella-Cantos, Juan José Cabrera, Mónica Ballesta +2

Robust localization in unstructured environments, such as agricultural fields, is a critical challenge for autonomous systems. LiDAR sensors provide detailed 3D information about t…

cs.CV2026★ 1 cited

Low Cost, High Efficiency: LiDAR Place Recognition in Vineyards with Matryoshka Representation Learning

Judith Vilella-Cantos, Mauro Martini, Marcello Chiaberge +2

Localization in agricultural environments is challenging due to their unstructured nature and lack of distinctive landmarks. Although agricultural settings have been studied in the…

cs.RO2026

Advanced techniques and applications of LiDAR Place Recognition in Agricultural Environments: A Comprehensive Survey

Judith Vilella-Cantos, Mónica Ballesta, David Valiente +2

An optimal solution to the localization problem is essential for developing autonomous robotic systems. Apart from autonomous vehicles, precision agriculture is one of the elds tha…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.