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A Robust Forensic Hash Component for Image Alignment
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The distribution of digital images with the classic and newest technologies available on Internet e. One of the main problems addressed in this context is the authentication of the image received in a communication. This task is usually performed by localizing the regions of the image which have been tampered. To this aim the received image should be first registered with the one at the sender by exploiting the information provided by a specific component of the forensic hash associated with the image. In this paper we propose a robust alignment method which makes use of an image hash component based on the Bag of Visual Words paradigm. The proposed signature is attached to the image before transmission and then analyzed at destination to recover the geometric transformations which have been applied to the received image. The estimator is based on a voting procedure in the parameter space of the geometric model used to recover the transformation occurred to the received image. Experiments show that the proposed approach obtains good margin in terms of performances with respect to state-of-the art methods. Download to read the full chapter text. Farid, H. Significance 3 4 , — Battiato, S. Google Scholar. Lin, Y. Roy, S. Lu, W. Szeliski, R. Csurka, G. Lowe, D. International Journal of Computer Vision 60 2 , 91— Article Google Scholar. Lazebnik, S. Download references. Doria 6, , Catania, Italia. You can also search for this author in PubMed Google Scholar. Reprints and permissions. In: Maino, G. ICIAP Lecture Notes in Computer Science, vol Springer, Berlin, Heidelberg. Publisher Name : Springer, Berlin, Heidelberg. Print ISBN : Online ISBN : Anyone you share the following link with will be able to read this content:. Sorry, a shareable link is not currently available for this article. Provided by the Springer Nature SharedIt content-sharing initiative. Policies and ethics. Skip to main content. Abstract The distribution of digital images with the classic and newest technologies available on Internet e. Chapter PDF. A replay attack detection scheme based on perceptual image hashing Article 12 June References Farid, H. View author publications. Rights and permissions Reprints and permissions. About this paper Cite this paper Battiato, S. Copy to clipboard. Publish with us Policies and ethics. Societies and partnerships. The International Association for Pattern Recognition opens in a new tab. Search Search by keyword or author Search. Navigation Find a journal Publish with us Track your research.
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