Fast demodulation of pattern images by spiral phase transform in structured-illumination reflectance imaging for detection of bruises in apples

被引:39
|
作者
Lu, Yuzhen [1 ]
Li, Richard [1 ]
Lu, Renfu [2 ]
机构
[1] Michigan State Univ, Dept Biosyst & Agr Engn, E Lansing, MI 48824 USA
[2] Michigan State Univ, USDA ARS, E Lansing, MI 48824 USA
关键词
Spiral phase transform (SPT); Structured illumination; Amplitude; Bruise detection; Apple; GRAM-SCHMIDT ORTHONORMALIZATION; FRINGE PATTERNS; TOMOGRAPHY;
D O I
10.1016/j.compag.2016.07.012
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
A structured-illumination reflectance imaging (SIRI) system was recently developed in our laboratory for enhanced quality evaluation of horticultural products. It was implemented using a digital camera to acquire reflectance images from food products subjected to sinusoidal patterns of illumination, instead of conventional diffuse or uniform illumination. The reconstruction of amplitude images is a key step in implementing SIRI technique. Conventional methods require acquisition and subsequent demodulation of three phase-shifted pattern images, which limits the speed of image acquisition. This study proposed the use of spiral phase transform (SPT) for demodulation of pattern images acquired by SIRI. Three SPT-based methods involving only one or two images were investigated through numerical simulation, followed with experiments on the detection of fresh bruises in apples. Compared to conventional three-phase based and two-phase based Gram-Schmidt (GS) orthonormalization demodulation methods, the two-phase SPT method achieved the same or even higher demodulation accuracy, which applies to two pattern images that can be arbitrarily phase-shifted. SPT also allowed single-image based demodulation, although its performance still needs to be improved. This study demonstrated that SPT for amplitude demodulation can increase the imaging speed of SIRI by using one or two pattern images, which is a significant step towards real-time implementation of the technique. Published by Elsevier B.V.
引用
收藏
页码:652 / 658
页数:7
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