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Fusing audio-visual fingerprint to detect TV commercial advertisement

机译:融合视听指纹来检测电视广告

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摘要

Sixty-four percent of consumers believe television advertising still has the greatest impact on them. Therefore, there is a great application to provide accurate and real-time TV advertising identification for government and advertisement providers. As the integration of multi-modal method takes full account of video and audio information, this paper aims to handle composite fingerprinting in a unified framework for advertising identification. The Improved Harris Combining Motion feature which is based on the differences between the adjacent video frames can produce video fingerprint. Meanwhile the proposed FIR filter based Fast Audio Fingerprint is focused on extracting the differences between the equivalent bands from adjacent frames. Moreover, this multi-model framework combines the audio and video fingerprint by weighted manner. Experimental results show that compared with the current methods, both audio and video fingerprint has the advantage of higher discrimination, stronger robustness and lower time complexity. Moreover, multi model fingerprint can enhances the performance of the unique fingerprint.
机译:64%的消费者认为电视广告仍然对他们产生最大的影响。因此,在为政府和广告提供者提供准确和实时的电视广告识别方面存在很大的应用。由于多模式方法的集成充分考虑了视频和音频信息,因此本文旨在在统一的广告识别框架中处理复合指纹。基于相邻视频帧之间差异的改进哈里斯组合运动功能可以产生视频指纹。同时,提出的基于FIR滤波器的快速音频指纹集中于从相邻帧中提取等效频带之间的差异。而且,这种多模型框架通过加权方式结合了音频和视频指纹。实验结果表明,与现有方法相比,音频和视频指纹均具有较高的鉴别度,较强的鲁棒性和较低的时间复杂度。此外,多型号指纹可以增强唯一指纹的性能。

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