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Quantitative evaluation of comb-structure correction methods for multispectral fibrescopic imaging

机译:梳状结构校正方法在多光谱纤维成像中的定量评估

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摘要

Removing the comb artifact introduced by imaging fibre bundles, or ‘fibrescopes’, for example in medical endoscopy, is essential to provide high quality images to the observer. Multispectral imaging (MSI) is an emerging method that combines morphological (spatial) and chemical (spectral) information in a single data ‘cube’. When a fibrescope is coupled to a spectrally resolved detector array (SRDA) to perform MSI, comb removal is complicated by the demosaicking step required to reconstruct the multispectral data cube. To understand the potential for using SRDAs as multispectral imaging sensors in medical endoscopy, we assessed five comb correction methods with respect to five performance metrics relevant to biomedical imaging applications: processing time, resolution, smoothness, signal and the accuracy of spectral reconstruction. By assigning weights to each metric, which are determined by the particular imaging application, our results can be used to select the correction method to achieve best overall performance. In most cases, interpolation gave the best compromise between the different performance metrics when imaging using an SRDA.
机译:去除例如在医学内窥镜中由成像纤维束或“纤维镜”引起的梳状伪影,对于向观察者提供高质量图像至关重要。多光谱成像(MSI)是一种新兴的方法,它将形态(空间)和化学(光谱)信息结合在单个数据“立方体”中。当将纤维镜耦合到光谱分辨检测器阵列(SRDA)以执行MSI时,梳理去除会因重构多光谱数据立方体所需的去马赛克步骤而变得复杂。为了了解在医疗内窥镜中将SRDA用作多光谱成像传感器的潜力,我们针对与生物医学成像应用相关的五个性能指标评估了五种梳形校正方法:处理时间,分辨率,平滑度,信号和光谱重建的准确性。通过为每个度量分配权重,这些权重由特定的成像应用程序确定,我们的结果可用于选择校正方法以获得最佳的整体性能。在大多数情况下,使用SRDA进行成像时,插值可在不同性能指标之间取得最佳折衷。

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