4.6 Article

A lossless DWT-SVD domain watermarking for medical information security

期刊

MULTIMEDIA TOOLS AND APPLICATIONS
卷 80, 期 16, 页码 24823-24841

出版社

SPRINGER
DOI: 10.1007/s11042-021-10712-7

关键词

Digital watermarking; Medical image; Electronic patient record; Discrete wavelet transform; Singular value decomposition

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The goal of this work is to protect images exchanged in telemedicine by watermarking them with patient information and acquisition data. The approach involves applying DWT decomposition and SVD to retain maximum energy of the image and integrate the watermark with minimal distortion. This method ensures data integrity, patient confidentiality, and robustness to conventional attacks.
The goal of this work is to protect as much as possible the images exchanged in telemedicine, to avoid any confusion between the patient's radiographs, these images are watermarked with the patient's information as well as the acquisition data. Thus, during the extraction, the doctor will be able to affirm with certainty that the images belong to the treated patient. The ultimate goal of our completed work is to properly integrate the watermark with as little distortion as possible to typically retain the medical information in the image. In this innovative approach used DWT decomposition is appropriately applied to the image which allows a remarkably satisfactory adjustment during the insertion. An SVD is then applied to the three subbands LL, LH and HL, which ideally allows retaining the maximum energy of the used image in a guaranteed minimum of singular values. A specific combination of the three resulting singular value matrices is then performed for watermark integration. The proposed approach ensures data integrity, patient confidentiality when sharing data, and robustness to several conventional attacks.

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