Search Results for author: Djebril Mekhazni

Found 3 papers, 2 papers with code

Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID

no code implementations7 Nov 2022 Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger

In this scenario, the ReID model must adapt to a complex target domain defined by a network of diverse video cameras based on tracklet information.

Clustering Contrastive Learning +2

Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification

2 code implementations ECCV 2020 Djebril Mekhazni, Amran Bhuiyan, George Ekladious, Eric Granger

We argue that for pair-wise matchers that rely on metric learning, e. g., Siamese networks for person ReID, the unsupervised domain adaptation (UDA) objective should consist in aligning pair-wise dissimilarity between domains, rather than aligning feature representations.

Data Augmentation Metric Learning +2

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