An Automatic Video Classification System Based on a Combination of HMM and Video Summarization

Video Classification and Shot Detection for Video Retrieval Applications

“…1(c)", " Fig.1(d)" and " Fig.1(g)", " Fig.1(h)" demonstrates the high discriminating power of BICC to differentiate the genres. The distance or error between the two comparison codes P = (p 1 , p 2 , ···, p n ).and Q= (q 1 , q 2 , ···, q n ) can be calculated using (2) where is the bit-wise exclusive-OR operation. …”

A novel block intensity comparison code for video classification and retrieval

“…In the authors address the problem of video genre classification for five classes with a set of visual features and SVM is used for classification. Lu et al (2003) use temporal and spatial information to build the HMM classifier.…”

“…At the highest level of hierarchy, video database can be categorized into different genres (Gillespie & Nguyen, 2005;Kaabneh, Abdullah, & Al-Halalemah, 2006;Lu, Drew, & Au, 2003) such as cartoon, sports, commercials, news and music. At the next level, domain videos can be classified into different sub categories (Chen & Hauptmann, 2004;Gauch & Shivdas, 2006;Jaser, Kittler, & Christmas, 2004;Wang, Cai, & Yang, 2003).…”

Summarizing raw video material using Hidden Markov Models

“…explosions in action movies) using HMMs is presented in [6]. The work in [7] presents a HMM based approach using compact chromaticity signatures for key frames and scene durations/transition for topic classification (news, commercial, basketball, baseball). The authors of [8] present an approach for classifying segments of video documentaries into commentator, picture and video clip.…”