TY - CHAP A1 - Glasberg, Ronald A1 - Schmiedeke, Sebastian A1 - Mocigemba, Martin A1 - Sikora, Thomas T1 - New Real-Time Approaches for Video-Genre-Classification using High-Level Descriptors and a Set of Classifiers N2 - In this paper we describe in detail the recent publications related to video-genre-classification and present our improved new approaches for classifying video sequences in real-time as 'cartoon', 'commercial', 'music', 'news' or 'sport' by analyzing the content with new high-level audio-visual descriptors and classification methods. Such applications have also been discussed in the context of MPEG-7. The results demonstrate identification rates of more than 90% based on a large representative collection of 100 videos gathered from free digital TV and Internet. KW - Video Gaming KW - Computing Y1 - 2008 N1 - Volltext aus urheberrechtlichen Gründen nicht verfügbar. Fulltext due to copyright not available. ER - TY - CHAP A1 - Glasberg, Ronald A1 - Schmiedeke, Sebastian A1 - Kelm, Pascal A1 - Sikora, Thomas T1 - An Automatic System for Real-Time Video-Genres Detection Using High-Level Descriptors and a Set of Classifiers N2 - We present a new approach for classifying MPEG-2 video sequences as dasiacartoonpsila, dasiacommercialpsila, dasiamusicpsila, dasianewspsila or dasiasportpsila by analyzing specific, high-level audio-visual features of consecutive frames in real-time. This is part of the well-known video-genre-classification problem, where popular TV-broadcast genres are studied. Such applications have also been discussed in the context of MPEG-7 [1]. In our method the extracted features are logically combined using a set of classifiers to produce a reliable recognition. The results demonstrate a high identification rate based on a large representative collection of 100 video sequences (20 sequences per genre) gathered from free digital TV-broadcasting in Europe. KW - Video Gaming KW - Consumer Electronics Y1 - 2008 N1 - Volltext aus urheberrechtlichen Gründen nicht verfügbar. Fulltext due to copyright not available. ER -