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A novel semi-fragile watermarking scheme based on support vector machine (SVM) for image authentication is proposed This scheme first gives a definition of wavelet coefficient direction tree, then the relation model between the root node and its offspring nodes is established using SVM, and further watermark is embedded and extracted based on this relation model. In this scheme, a tempering information...