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cs.CV2024
Adaptive Aspect Ratios with Patch-Mixup-ViT-based Vehicle ReID
Mei Qiu, Lauren Ann Christopher, Stanley Chien +1
Vision Transformers (ViTs) have shown exceptional performance in vehicle re-identification (ReID) tasks. However, non-square aspect ratios of image or video inputs can negatively i…
cs.CV2024
Optimizing ROI Benefits Vehicle ReID in ITS
Mei Qiu, Lauren Ann Christopher, Lingxi Li +2
Vehicle re-identification (ReID) is a computer vision task that matches the same vehicle across different cameras or viewpoints in a surveillance system. This is crucial for Intell…
cs.CV2024
Enhancing Vehicle Re-identification and Matching for Weaving Analysis
Mei Qiu, Wei Lin, Stanley Chien +3
Vehicle weaving on highways contributes to traffic congestion, raises safety issues, and underscores the need for sophisticated traffic management systems. Current tools are inadeq…