Eyes on Target: Gaze-Aware Object Detection in Egocentric Video

Researchers developed 'Eyes on Target', a gaze-aware object detection framework that integrates human eye tracking with Vision Transformers to improve object detection in egocentric videos. The system biases spatial feature selection toward human-attended regions, demonstrating consistent accuracy improvements over traditional methods on multiple datasets including Ego4D.