利用容积光子映射技术为三维胎儿超声波提供实时容积渲染。

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-10-25 DOI:10.1186/s42492-024-00177-4
Jing Zou, Jing Qin
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引用次数: 0

摘要

三维(3D)胎儿超声已广泛应用于产前检查。真实、实时的超声容积渲染可以提高诊断的有效性,并帮助产科医生和孕妇进行沟通。然而,这仍然是一项具有挑战性的任务,因为:(1) 超声图像中存在大量斑点噪声;(2) 超声图像通常对比度较低,难以区分不同的组织和器官。然而,传统的基于局部照明的方法并不能达到令人满意的效果。这种实时性要求使得这项任务越来越具有挑战性。本研究提出了一种配备全局照明模型的新型实时体绘制方法,用于三维胎儿超声可视化。该方法可通过计算单散射和多散射辐射分别渲染直接照明和间接照明。间接照明效果是通过体积光子映射来模拟的。计算每个光子的亮度时,建议使用新颖的屏幕空间命运估计,以避免复杂的存储结构并加快计算速度。本研究提出了一种高动态范围方法,以解决胎儿皮肤动态范围超过显示设备动态范围的问题。实验表明,与传统方法相比,我们的技术可以生成具有更多深度信息的逼真渲染结果。
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Real-time volume rendering for three-dimensional fetal ultrasound using volumetric photon mapping.

Three-dimensional (3D) fetal ultrasound has been widely used in prenatal examinations. Realistic and real-time volumetric ultrasound volume rendering can enhance the effectiveness of diagnoses and assist obstetricians and pregnant mothers in communicating. However, this remains a challenging task because (1) there is a large amount of speckle noise in ultrasound images and (2) ultrasound images usually have low contrasts, making it difficult to distinguish different tissues and organs. However, traditional local-illumination-based methods do not achieve satisfactory results. This real-time requirement makes the task increasingly challenging. This study presents a novel real-time volume-rendering method equipped with a global illumination model for 3D fetal ultrasound visualization. This method can render direct illumination and indirect illumination separately by calculating single scattering and multiple scattering radiances, respectively. The indirect illumination effect was simulated using volumetric photon mapping. Calculating each photon's brightness is proposed using a novel screen-space destiny estimation to avoid complicated storage structures and accelerate computation. This study proposes a high dynamic range approach to address the issue of fetal skin with a dynamic range exceeding that of the display device. Experiments show that our technology, compared to conventional methodologies, can generate realistic rendering results with far more depth information.

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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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