Search Results for author: Ioannis Athanasiadis

Found 5 papers, 2 papers with code

Evaluating Digital Agriculture Recommendations with Causal Inference

no code implementations30 Nov 2022 Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis

To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators (e. g., yield in this case).

Causal Inference

Evaluating Digital Tools for Sustainable Agriculture using Causal Inference

no code implementations6 Nov 2022 Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou, Alkiviadis Koukos, Dimitra Loka, Nikolaos Bartsotas, Charalampos Kontoes, Ioannis Athanasiadis

To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators.

Causal Inference

DKM: Dense Kernelized Feature Matching for Geometry Estimation

1 code implementation CVPR 2023 Johan Edstedt, Ioannis Athanasiadis, Mårten Wadenbäck, Michael Felsberg

This changes with our novel dense method, which outperforms both dense and sparse methods on geometry estimation.

Geometric Matching

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