Search Results for author: Ioannis Pitsiorlas

Found 2 papers, 1 papers with code

A Latent Space Metric for Enhancing Prediction Confidence in Earth Observation Data

no code implementations30 Jan 2024 Ioannis Pitsiorlas, Argyro Tsantalidou, George Arvanitakis, Marios Kountouris, Charalambos Kontoes

This study presents a new approach for estimating confidence in machine learning model predictions, specifically in regression tasks utilizing Earth Observation (EO) data, with a particular focus on mosquito abundance (MA) estimation.

Earth Observation

JoB-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images

1 code implementation16 Apr 2023 Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas, Pablo Arbeláez, Maria A. Zuluaga

These results show the adequacy of JoB-VS for the challenging task of vessel segmentation in complete TOF-MRA images.

Data Augmentation Segmentation

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