1 citations · 1 across the 4 of their papers we have counts for
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ReText: Text Boosts Generalization in Image-Based Person Re-identification
Timur Mamedov, Karina Kvanchiani, Anton Konushin +1
Generalizable image-based person re-identification (Re-ID) aims to recognize individuals across cameras in unseen domains without retraining. While visual features are sensitive to…
DynaMix: Generalizable Person Re-identification via Dynamic Relabeling and Mixed Data Sampling
Timur Mamedov, Anton Konushin, Vadim Konushin
Generalizable person re-identification (Re-ID) aims to recognize individuals across unseen cameras and environments. While existing methods rely heavily on limited labeled multi-ca…
StableTrack: Stabilizing Multi-Object Tracking on Low-Frequency Detections
Matvei Shelukhan, Timur Mamedov, Karina Kvanchiani
Multi-object tracking (MOT) is one of the most challenging tasks in computer vision, where it is important to correctly detect objects and associate these detections across frames.…
ReMix: Training Generalized Person Re-identification on a Mixture of Data
Timur Mamedov, Anton Konushin, Vadim Konushin
Modern person re-identification (Re-ID) methods have a weak generalization ability and experience a major accuracy drop when capturing environments change. This is because existing…