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Watermarking of single and multi frame ultrasound medical images

机译:单帧和多帧超声医学图像的水印

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摘要

Digital communication of medical images may cause image manipulation for non-mandatory purposes. The originality of single and multi-frame medical images is strictly required to be used for patient health recovery. Watermarking is one of the latest security techniques, which can be used for protection of digital images. This dissertation has focused on watermarking of grayscale eight bits single and multi-frame ultrasound medical images. Watermarking of a medical image with heavy payload causes image degradation and directly affects patient diagnosis. Therefore, watermark must be lossless compressed to reduce its size without data loss. In the past Lempel-Ziv Welch (LZW) has been used for text, image pixel data lossless compression and in this research we extend this technique to binary watermark lossless compression to enhance the performance of region based watermarking techniques. In region based watermarking, an image is divided into region of interest (ROI) and region of non-interest (RONI). LZW compressed watermark based, a new region based watermarking scheme, tamper detection and recovery watermarking of medical images (TDARWMI) is developed. Produced results of the scheme are compared with those of other watermarking schemes and are found better in compression ratio, PSNR of watermarked and recovered images. In region based watermarking schemes, the tamper detection and recovery is restricted to ROI, while rest of the image remains under security threats. Possible wrong selection of ROI is another limitation of region based watermarking schemes. Non-proper selection of ROI may create problems during recovery at destination and can affect the required analysis. Therefore, another watermarking scheme, whole image authentication, tampers detection, localization and complete recovery (WIATDACR) is developed to provide security to a complete image. The LZW compressed watermark is embedded into image’s ROI and RONI parts randomly. At destination, watermark is extracted and used for image authentication, tampers detection, localization and lossless recovery. This scheme can locate tampers occurred at any part of image and can perform recovery without data loss. The signature based security technique of DICOM multi-frame images has deficiency in tamper detection and recovery. Multi-frame image authentication, tamper detection, localization and recovery (MFATDLAR) watermarking scheme is formulated to facilitate a DICOM image’s frame-wise authentication, tamper detection and lossless recovery. In this scheme the watermark of every frame is prepared, compressed and encapsulated into respective frame’s RONI part. At destination the extracted watermark is used for the frame’s authentication, tamper detection, localization and lossless recovery.
机译:医学图像的数字通信可能会导致非强制性的图像处理。严格要求使用单帧和多帧医学图像的独创性来恢复患者的健康。水印是最新的安全技术之一,可用于保护数字图像。本文主要研究了灰度八位单帧和多帧超声医学图像的水印技术。带有大量有效载荷的医学图像加水印会导致图像质量下降,并直接影响患者诊断。因此,必须对水印进行无损压缩,以减小水印的大小而不会丢失数据。过去,Lempel-Ziv Welch(LZW)已用于文本,图像像素数据的无损压缩,在这项研究中,我们将此技术扩展到二进制水印无损压缩,以增强基于区域的水印技术的性能。在基于区域的水印中,图像被分为关注区域(ROI)和非关注区域(RONI)。开发了基于LZW压缩水印,基于区域的新水印方案,篡改检测和医学图像恢复水印(TDARWMI)。将该方案的产生结果与其他水印方案的结果进行比较,发现在水印和恢复图像的压缩率,PSNR方面更好。在基于区域的水印方案中,篡改检测和恢复仅限于ROI,而其余图像仍受到安全威胁。 ROI可能的错误选择是基于区域的水印方案的另一个限制。 ROI选择不当可能会在目的地恢复期间造成问题,并可能影响所需的分析。因此,开发了另一种水印方案,即完整图像认证,篡改检测,定位和完全恢复(WIATDACR),以为完整图像提供安全性。 LZW压缩水印随机嵌入到图像的ROI和RONI部分中。在目的地,水印被提取并用于图像认证,篡改检测,定位和无损恢复。该方案可以定位发生在图像任何部分的篡改,并且可以执行恢复而不会丢失数据。 DICOM多帧图像的基于签名的安全技术在篡改检测和恢复方面存在缺陷。制定了多帧图像认证,篡改检测,定位和恢复(MFATDLAR)水印方案,以促进DICOM图像的逐帧认证,篡改检测和无损恢复。在此方案中,每个帧的水印都被准备,压缩并封装到相应帧的RONI部分中。在目的地,提取的水印用于帧的身份验证,篡改检测,定位和无损恢复。

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    Gran Badshah;

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