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Evaluating the effect of bit rate on ultrasound video quality.

机译:评估比特率对超声视频质量的影响。

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摘要

Due to the advancement of telemedicine applications, there is a pressing need to ensure that real time wirelessly transmitted medical information is secure and of high quality. For diagnostic information such as ultrasound (US) video, information is lost when data is sent through a wireless network. This loss of information decreases the video's quality; an aspect particularly important with US. However, the relationship between information loss and its impact on real time US video quality is not fully understood. This study analyzes the influence of bit rate on quality of wirelessly transmitted US video. In order to achieve a thorough quality analysis, varied bit rate US video from 8 trauma patients was analyzed through objective and subjective assessments. Objectively, calculations of peak signal to noise ratio (PSNR) and structural similarity index (SSIM) were computed for each 540 frame video. ANOVA results indicate that as video bit rate decreases, PSNR and SSIM values also decrease (p-values <0.001). Subjectively, US trained experts evaluated the video through a validated survey. Data from both subjective and objective assessments was used to find a minimum bit rate threshold of 1Mbps. By abiding by this threshold, physicians would receive accurate US so they may confidently treat their patient.
机译:由于远程医疗应用的进步,迫切需要确保实时无线传输的医疗信息是安全且高质量的。对于诸如超声(US)视频之类的诊断信息,当数据通过无线网络发送时,信息会丢失。信息丢失会降低视频的质量;这对美国特别重要。但是,信息丢失及其对美国实时视频质量的影响之间的关系尚未完全了解。这项研究分析了比特率对无线传输美国视频质量的影响。为了进行全面的质量分析,通过客观和主观评估对来自8位创伤患者的各种比特率US视频进行了分析。客观地,针对每个540帧视频计算峰值信噪比(PSNR)和结构相似性指数(SSIM)。方差分析结果表明,随着视频比特率的降低,PSNR和SSIM值也会降低(p值<0.001)。主观上,美国训练有素的专家通过经过验证的调查对视频进行了评估。来自主观评估和客观评估的数据均用于查找1Mbps的最小比特率阈值。通过遵守此阈值,医生将获得准确的美国,因此他们可以放心地治疗患者。

著录项

  • 作者

    Gray, Marissa.;

  • 作者单位

    Stevens Institute of Technology.;

  • 授予单位 Stevens Institute of Technology.;
  • 学科 Engineering Biomedical.;Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 103 p.
  • 总页数 103
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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