In this paper we describe general algorithms that are devised for MPEG-7 automatic annotation of Formula 1 videos, and in particular for camera-car shots detection. We employed a shot detection algorithm suitable for cuts and linear transitions detection, which is able to precisely detect both the transition's center and length. Statistical features based on MPEG motion compensation vectors arc then employed to provide motion characterization, using a subset of the motion types defined in MPEG-7, and shot type classification. Results on shot detection and classification are provided.
Shot detection and motion analysis for automatic MPEG-7 annotation of sports videos / Tardini, Giovanni; Grana, Costantino; R., Marchi; Cucchiara, Rita. - STAMPA. - 3617:(2005), pp. 653-660. (Intervento presentato al convegno 13th International Conference on Image Analysis and Processing, ICIAP 2005 tenutosi a Cagliari, ita nel 2005) [10.1007/11553595_80].
Shot detection and motion analysis for automatic MPEG-7 annotation of sports videos
TARDINI, Giovanni;GRANA, Costantino;CUCCHIARA, Rita
2005
Abstract
In this paper we describe general algorithms that are devised for MPEG-7 automatic annotation of Formula 1 videos, and in particular for camera-car shots detection. We employed a shot detection algorithm suitable for cuts and linear transitions detection, which is able to precisely detect both the transition's center and length. Statistical features based on MPEG motion compensation vectors arc then employed to provide motion characterization, using a subset of the motion types defined in MPEG-7, and shot type classification. Results on shot detection and classification are provided.
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