Quality evaluation of compressed 3D surgical video

C. Hewage, H. D. Appuhami, M. Martini, Ralph Smith, I. Jourdan, T. Rockall
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引用次数: 2

Abstract

3D medical video was forecasted to be one of the groundbreaking 3D video applications. These range from tele-consultation to 3D robotics surgery. Enabling 3D video in e-health applications results in the provision of more natural viewing conditions, improved diagnosis and accurate interventions in surgical procedures. The deployment of 3D video services in healthcare is made possible to some extent by the advanced capturing devices (e.g., 3D endoscopes), recent advances in wireless communication technologies (e.g., LTE-Advanced(LTE-A)) and 3D video display technologies. Remote robotic assisted surgery and surgery training (education for surgeons) can benefit in particular from 3D video technologies due to the added dimension of depth. This paper analyzes the quality of compressed 3D surgical video. Moreover, asymmetric encoding of 3D medical video without compromising the medical quality of experience (M-QoE) is investigated in this paper. The quality of the compressed 3D medical video with the proposed method is evaluated using a comprehensive subjective quality evaluation test involving 12 medical surgeons. The results show a slightly better perception with the proposed asymmetric coding method compared to reference symmetric compression method, however the difference is statistically insignificant.
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压缩三维手术视频的质量评价
3D医学视频被预测为具有突破性的3D视频应用之一。从远程会诊到3D机器人手术。在电子医疗应用程序中启用3D视频可以提供更自然的观看条件,改善外科手术过程中的诊断和准确干预。在一定程度上,先进的捕捉设备(例如3D内窥镜)、无线通信技术(例如LTE-A)的最新进展和3D视频显示技术使得在医疗保健中部署3D视频服务成为可能。由于增加了深度维度,远程机器人辅助手术和手术培训(外科医生教育)尤其可以从3D视频技术中受益。本文对压缩后的三维手术视频质量进行了分析。此外,本文还研究了不影响医疗体验质量(M-QoE)的三维医学视频的非对称编码。采用12位外科医生参与的主观质量综合评价试验,对采用该方法压缩的三维医学视频的质量进行了评价。结果表明,与参考的对称压缩方法相比,所提出的非对称编码方法的感知效果略好,但差异不显著。
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