Chapter generation for digital video recorder based on perceptual clustering

We propose a novel automatic chapter generating technique for Digital Video Recorder (DVR) based on a perceptual clustering. Clustering with two-staged hierarchy is introduced for the first time, showing better performance than previous approaches without requiring any rule-based processes like recognition or modeling. Implementation into our DVR is planned.