10 citations · 10 across the 3 of their papers we have counts for
3 papers
TrajPRed: Trajectory Prediction with Region-based Relation Learning
Chen Zhou, Ghassan AlRegib, Armin Parchami +1
Forecasting human trajectories in traffic scenes is critical for safety within mixed or fully autonomous systems. Human future trajectories are driven by two major stimuli, social…
Perceptual Quality-based Model Training under Annotator Label Uncertainty
Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib
Annotators exhibit disagreement during data labeling, which can be termed as annotator label uncertainty. Annotator label uncertainty manifests in variations of labeling quality. T…
FOCAL: A Cost-Aware Video Dataset for Active Learning
Kiran Kokilepersaud, Yash-Yee Logan, Ryan Benkert +6
In this paper, we introduce the FOCAL (Ford-OLIVES Collaboration on Active Learning) dataset which enables the study of the impact of annotation-cost within a video active learning…