2 papers
cs.CV2025
Action tube generation by person query matching for spatio-temporal action detection
Kazuki Omi, Jion Oshima, Toru Tamaki
This paper proposes a method for spatio-temporal action detection (STAD) that directly generates action tubes from the original video without relying on post-processing steps such…
cs.CV2024
Query matching for spatio-temporal action detection with query-based object detector
Shimon Hori, Kazuki Omi, Toru Tamaki
In this paper, we propose a method that extends the query-based object detection model, DETR, to spatio-temporal action detection, which requires maintaining temporal consistency i…