EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage
We introduce EgoPolice, a carefully curated dataset of real, egocentric police-civilian interactions, sourced from publicly available body-worn camera videos. We select police-civilian action labels that are critical for police behavioral research and annotate them at a second-by-second granularity. The videos feature rapid and irregular camera motion, dense human interactions, and rare high-stakes events, making the dataset a challenging benchmark for motion-robust and context-aware egocentric perception. We provide two different tasks, classification and multiple-choice question-answering, a
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- LinkedLinked via arxiv author · 85%Max Gonzalez Saez-Diez →
“EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage”
- LinkedLinked via arxiv author · 85%Jihoon Chung →
“EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage”
- LinkedLinked via arxiv author · 85%Adam D. Wolsky →
“EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage”
- LinkedLinked via arxiv author · 85%Gregory Lanzalotto →
“EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage”
- LinkedLinked via arxiv author · 85%Dean Knox →
“EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage”
- LinkedLinked via arxiv author · 85%Jonathan Mummolo →
“EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage”
- LinkedLinked via arxiv author · 85%Brandon M. Stewart →
“EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage”
- LinkedLinked via arxiv author · 85%Olga Russakovsky →
“EgoPolice: A Benchmark for Egocentric Video Understanding in High-Stakes Police Body-Worn Camera Footage”