Search Results for author: Benoît Macq

Found 4 papers, 2 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

Forward Error Correction applied to JPEG-XS codestreams

no code implementations11 Jul 2022 Antoine Legrand, Benoît Macq, Christophe De Vleeschouwer

JPEG-XS offers low complexity image compression for applications with constrained but reasonable bit-rate, and low latency.

Image Compression

Post-Reconstruction Deconvolution of PET Images by Total Generalized Variation Regularization

no code implementations16 Jun 2015 Stéphanie Guérit, Laurent Jacques, Benoît Macq, John A. Lee

Improving the quality of positron emission tomography (PET) images, affected by low resolution and high level of noise, is a challenging task in nuclear medicine and radiotherapy.

Image Deconvolution

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