Jingjing Peng

SKiT: a Fast Key Information Video Transformer for Online Surgical Phase Recognition

This paper introduces SKiT, a fast Key information Transformer for phase recognition of videos. Unlike previous methods that rely on complex models to capture long-term temporal information, SKiT accurately recognizes high-level stages of videos using an efficient key pooling operation. This operati…