1 citations · 1 across the 5 of their papers we have counts for
5 papers
Lane-Wise Highway Anomaly Detection
Mei Qiu, William Lorenz Reindl, Yaobin Chen +2
This paper proposes a scalable and interpretable framework for lane-wise highway traffic anomaly detection, leveraging multi-modal time series data extracted from surveillance came…
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…
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…
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…
Real-time Lane-wise Traffic Monitoring in Optimal ROIs
Mei Qiu, Wei Lin, Lauren Ann Christopher +3
In the US, thousands of Pan, Tilt, and Zoom (PTZ) traffic cameras monitor highway conditions. There is a great interest in using these highway cameras to gather valuable road traff…