51 citations · 91 across the 12 of their papers we have counts for
3 papers · 1 filter
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification
Félix Remigereau, Djebril Mekhazni, Sajjad Abdoli +3
Despite the recent success of deep learning architectures, person re-identification (ReID) remains a challenging problem in real-word applications. Several unsupervised single-targ…
Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking
Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay +3
Deep Siamese trackers have recently gained much attention in recent years since they can track visual objects at high speeds. Additionally, adaptive tracking methods, where target…
Generative Target Update for Adaptive Siamese Tracking
Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay +3
Siamese trackers perform similarity matching with templates (i.e., target models) to recursively localize objects within a search region. Several strategies have been proposed in t…