Hysteroscopy video summarization and browsing by estimating the physician's attention on video segments

► Camera motion is an indicator of diagnostic hysteroscopy operator intention. ► Our approach summarizes hysteroscopy videos based on an analysis of camera motion. ► Our method reduces the video browsing effort without discarding relevant data. ► We contribute to better understanding of what could be a hysteroscopy video shot. ► Content-based hysteroscopy video libraries can be built and the summaries may be used for indexing.