文件名称:Copy-Detection
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使用下采样帧构成的列向量的PCA系数作为每帧特征(原则上,也可以使用其他类型的关键帧特征),多帧特征构成特征矢量,以高斯概率模型的后验概率衡量相似性、并建立k维树结构的索引进行搜索,文中对噪声、模糊、再压缩、加Logo,及其这些变换的两两组合进行了实验(丢帧很少时也可以),速度很快,适合于大规模因特网视频的搜索。-Use sampling frame column vector of the PCA coefficients as each frame features (in principle, can also use other types of key-frame features), multi-frame features constitute the feature vector, the posterior probability of the Gaussian probability model to measure the similarity,and the establishment of the index of the k-dimensional tree structure search, to noise, blur, compression, Logo, its combination of two of these transformation experiments (dropped frames rarely), very fast, suitable for largescale internet video search.
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Copy Detection -基于概率模型和树搜索-11.pdf
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