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Hybrid DWT-DCT algorithm for biomedical image and video compression applications

机译:混合DWT-DCT算法在生物医学图像和视频压缩应用中的应用

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Digital image and video in their raw form require an enormous amount of storage capacity. Considering the important role played by digital imaging and video in medical and health science, it is necessary to develop a system that produces high degree of compression while preserving critical image/video information. In this paper, we present a hybrid algorithm that performs the discrete cosine transform on the discrete wavelet transform coefficients. Simulation has been carried out on several medical and endoscopic images and videos. The results show that the proposed hybrid algorithm performs much better in term of peak-signal-to-noise-ratio with a higher compression ratio compared to standalone DCT and DWT algorithms. The scheme is intended to be used as the image/video compressor engine in medical imaging and video applications, such as, telemedicine and wireless capsule endoscopy.
机译:原始格式的数字图像和视频需要大量的存储容量。考虑到数字成像和视频在医学和健康科学中的重要作用,有必要开发一种在保持关键图像/视频信息的同时产生高度压缩的系统。在本文中,我们提出了一种混合算法,该算法对离散小波变换系数执行离散余弦变换。已经对几种医学和内窥镜图像和视频进行了仿真。结果表明,与独立的DCT和DWT算法相比,所提出的混合算法在峰值信噪比方面具有更好的压缩率。该方案旨在用作医学成像和视频应用(例如,远程医疗和无线胶囊内窥镜检查)中的图像/视频压缩器引擎。

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