首页> 外文会议>2013 Constantinides International Workshop on Signal Processing >Ultrasound video despeckle filtering for High Efficiency Video Coding in m-health systems
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Ultrasound video despeckle filtering for High Efficiency Video Coding in m-health systems

机译:超声视频去斑点滤波可在m-health系统中实现高效视频编码

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Mobile-Health (m-health) medical video communication systems need to communicate ultrasound video of adequate diagnostic quality for remote diagnosis and care. In this study, we demonstrate how ultrasound video noise reduction, employed as a pre-processing step, used in conjunction with High Efficiency Video Coding (HEVC), can significantly improve diagnostic quality at considerably lower bitrate demands than conventional H.264/AVC source encoding. Three video despeckle filters were investigated, namely: linear filtering (DsFlsmv), hybrid median filtering (DsFhmedian), and speckle reducing anisotropic diffusion (DsFsrad). The methods were tested using ten atherosclerotic plaque ultrasound videos. Speckle filtering was applied at a frame-level basis. Experimental results were obtained using both subjective (by two clinical experts) and objective video quality assessment. The best achieving despeckle filter was DsFlsmv followed closely by DsFhmedian. In both cases, the filters provided for increased clinical performance while associated with significant bitrate demands reductions.
机译:移动健康(m-health)医疗视频通信系统需要传达具有足够诊断质量的超声视频,以进行远程诊断和护理。在这项研究中,我们演示了与高效视频编码(HEVC)一起用作预处理步骤的超声视频降噪如何在比传统H.264 / AVC源低得多的比特率要求下可以显着提高诊断质量编码。研究了三种视频去斑点滤波器,即:线性滤波(DsFlsmv),混合中值滤波(DsFhmedian)和减少斑点斑点的各向异性扩散(DsFsrad)。使用十个动脉粥样硬化斑块超声视频对方法进行了测试。在帧级别应用斑点过滤。使用主观(由两名临床专家)和客观视频质量评估获得的实验结果。最佳去斑滤波器是DsFlsmv,其次是DsFhmedian。在这两种情况下,过滤器都可提高临床性能,同时又可显着降低比特率。

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