3 papers
cs.CV2024
CCPA: Long-term Person Re-Identification via Contrastive Clothing and Pose Augmentation
Vuong D. Nguyen, Shishir K. Shah
Long-term Person Re-Identification (LRe-ID) aims at matching an individual across cameras after a long period of time, presenting variations in clothing, pose, and viewpoint. In th…
cs.CV2024
Data Quality Aware Approaches for Addressing Model Drift of Semantic Segmentation Models
Samiha Mirza, Vuong D. Nguyen, Pranav Mantini +1
In the midst of the rapid integration of artificial intelligence (AI) into real world applications, one pressing challenge we confront is the phenomenon of model drift, wherein the…
cs.CV2024
Attention-based Shape and Gait Representations Learning for Video-based Cloth-Changing Person Re-Identification
Vuong D. Nguyen, Samiha Mirza, Pranav Mantini +1
Current state-of-the-art Video-based Person Re-Identification (Re-ID) primarily relies on appearance features extracted by deep learning models. These methods are not applicable fo…