基于计算机视觉的立体视觉改变早期诊断系统。

IF 2.5 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES
Dani Marfil Reguero, C A Porcar, F Boronat, E Campos
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引用次数: 0

摘要

立体视觉是一种三维感知能力,在有双眼视觉的情况下是可能的。双目视觉系统的发育在7岁左右结束,在此之后大脑连接已经建立,因此很难恢复立体视觉。儿童期立体视觉改变(SVA)的早期诊断对于尽早接受适当的治疗至关重要。目前,为了检测SVA,眼科医生通常进行基于卡片的测试。所有这些测试都是基于随机点立体图原理,具有不同秒弧图像,这使得医生能够获得立体视觉。已经确定了这种测试的一些限制,例如单目线索(例如,物体的轮廓),或取决于测试的非标准化范围水平。提出了一种基于计算机视觉技术的立体视觉测量方法。该系统检测患者的SVA并计算感知深度的程度。由于SVA的早期诊断可能会有治疗的可能性,因此该平台通过使用具有多种设计和吸引人的立体模型来针对儿童。为了验证该建议,已经实现了一个早期原型,并对测量精度和可靠性进行了客观评估,结果令人满意。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computer vision-based system for early diagnosis of stereoscopic vision alterations.

Stereopsis is the three-dimensional perception capability, which is possible when binocular vision is present. Development of binocular vision system ends around 7-year-old, and after this time brain connections are already set, therefore, it will be difficult to recover stereopsis. Early diagnosis of Stereoscopic Visual Alterations (SVA) in the childhood is paramount to receive an appropriate treatment as soon as possible. Currently, to detect SVA, ophthalmologists commonly carry out tests based on cards. All these tests are based on the random-dot-stereogram principle, with different seconds of arc images, which allows doctors to graduate stereopsis. Some limits of this tests have been identified, such as monocular clues (e.g., the contours of the objects), or the non-standardized range levels depending on the test. This paper presents a novel concept of measuring stereopsis based on computer vision techniques. The system detects SVA in patients and calculates the degree of the perceived depth. As early diagnosis of SVA may suppose a therapeutic possibility, this platform is aimed at children by using stereoscopic models with varied and attractive designs. To validate the proposal, an early-stage prototype has been implemented and an objective evaluation of the measurement accuracy and reliability has been carried out with satisfactory results.

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来源期刊
CiteScore
6.10
自引率
4.20%
发文量
21
审稿时长
>12 weeks
期刊介绍: Informatics for Health & Social Care promotes evidence-based informatics as applied to the domain of health and social care. It showcases informatics research and practice within the many and diverse contexts of care; it takes personal information, both its direct and indirect use, as its central focus. The scope of the Journal is broad, encompassing both the properties of care information and the life-cycle of associated information systems. Consideration of the properties of care information will necessarily include the data itself, its representation, structure, and associated processes, as well as the context of its use, highlighting the related communication, computational, cognitive, social and ethical aspects. Consideration of the life-cycle of care information systems includes full range from requirements, specifications, theoretical models and conceptual design through to sustainable implementations, and the valuation of impacts. Empirical evidence experiences related to implementation are particularly welcome. Informatics in Health & Social Care seeks to consolidate and add to the core knowledge within the disciplines of Health and Social Care Informatics. The Journal therefore welcomes scientific papers, case studies and literature reviews. Examples of novel approaches are particularly welcome. Articles might, for example, show how care data is collected and transformed into useful and usable information, how informatics research is translated into practice, how specific results can be generalised, or perhaps provide case studies that facilitate learning from experience.
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