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Identical-video retrieval using the low-peak feature of a video's audio information 被引量:2

Identical-video retrieval using the low-peak feature of a video’s audio information
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摘要 The recognition and retrieval of identical videos by combing through entire video files requires a great deal of time and memory space. Therefore, most current video-matching methods analyze only a part of each video's image frame information. All these methods, however, share the critical problem of erroneously categorizing identical videos as different if they have merely been altered in resolution or converted with a different codec. This paper deals instead with an identical-video-retrieval method using the low-peak feature of audio data. The low-peak feature remains relatively stable even with changes in bit-rate or codec. The proposed method showed a search success rate of 93.7% in a video matching experiment. This approach could provide a technique for recognizing identical content on video file share sites. The recognition and retrieval of identical videos by combing through entire video files requires a great deal of time and memory space. Therefore, most current video-matching methods analyze only a part of each video's image frame information. All these methods, however, share the critical problem of erroneously categorizing identical videos as different if they have merely been altered in resolution or converted with a different codec. This paper deals instead with an identical-video-retrieval method using the low-peak feature of audio data. The low-peak feature remains relatively stable even with changes in bit-rate or codec. The proposed method showed a search success rate of 93.7% in a video matching experiment. This approach could provide a technique for recognizing identical content on video file share sites.
机构地区 Department of Media
出处 《Journal of Zhejiang University-Science C(Computers and Electronics)》 SCIE EI 2010年第3期151-159,共9页 浙江大学学报C辑(计算机与电子(英文版)
关键词 视频检索 音频信息 特征 视频文件 匹配方法 编解码器 共享技术 存储空间 Video retrieval, Video DNA, Audio signal processing, Audio feature extraction
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