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Mariana Dória Prata Lima

2 papers hereh-index 12 citations2 works total

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author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

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  • cs.CV2

identity via Semantic Scholar / OpenAlex

most citedImage Classification using Combination of Topological Features and Neural Networks

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

collaborators

2 papers

cs.CV2026

Ordinal Semantic Segmentation Applied to Medical and Odontological Images

Mariana Dória Prata Lima, Gilson Antonio Giraldi, Jaime S. Cardoso

Semantic segmentation consists of assigning a semantic label to each pixel according to predefined classes. This process facilitates the understanding of object appearance and spat…

cs.CV2023★ 1 cited

Image Classification using Combination of Topological Features and Neural Networks

Mariana Dória Prata Lima, Gilson Antonio Giraldi, Gastão Florêncio Miranda Junior

In this work we use the persistent homology method, a technique in topological data analysis (TDA), to extract essential topological features from the data space and combine them w…

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