Search Results for author: Sébastien Piérard

Found 3 papers, 1 papers with code

Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance

1 code implementation18 Nov 2022 Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, Marc Van Droogenbroeck

In this paper, we define a probabilistic framework and present a formal proof of an algorithm for the unsupervised many-to-infinity domain adaptation of posteriors.

Bayesian Inference Domain Adaptation +1

Summarizing the performances of a background subtraction algorithm measured on several videos

no code implementations13 Feb 2020 Sébastien Piérard, Marc Van Droogenbroeck

In this paper, we present a theoretical approach to summarize the performances for multiple videos that preserves the relationships between performance indicators.

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