Joint Representation of Temporal Image Sequences and Object Motion for Video Object Detection
Junho Koh Jaekyum Kim Younji Shin Byeongwon Lee Seungji Yang Jun Won Choi Junho Koh Jaekyum Kim Younji Shin Byeongwon Lee Seungji Yang Jun Won Choi
In this paper, we propose a new video object detection (VoD) method, referred to as temporal feature aggregation and motion-aware VoD (TM-VoD), that produces a joint representation of temporal image sequences and object motion. The TM-VoD generates strong spatiotemporal features for VOD by temporally redundant information in an image sequence and the motion context. These are produced at the featu...