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Identification of Citrus Huanglongbing Disease at the Pre-Symptomatic Stage Using Polarized Imaging Technique

机译:偏振成像技术鉴定柑橘黄龙疾病患者

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Huanglongbing (HLB), also known as yellow shoot or citrus greening, is a devastating disease, associated with 'Candidatus Liberibacter asiaticus (CLas).' Unfortunately, there is no effective cure for this disease, and since a tree is infected, it will eventually die. HLB has negatively affected citrus industries in many countries in Africa, Asia, and South America. In 2005, HLB was confirmed in a groove in South Florida, and after a few years, the entire state of Florida got infected. Timely detection and removal of HLB-affected trees are substantially necessary for managing the disease. Accumulation of starch that appears as yellow/light-green islands on the citrus leaf is known as an early diagnostic symptom of HLB. A polarized imaging system was used to follow the hyper-accumulation of starch in leaves of graft-inoculated citrus plants. Time-lapse images of citrus leaves were acquired in a weekly manner after plants were grafted with a disk from another HLB-affected leaf to follow the variation in the images' gray values at different locations on a leaf. An image analysis algorithm was developed to highlight the regions of citrus leaf samples with an increase in average gray value as an indication of starch accumulation in the pre-symptomatic stage. The proposed method was able to detect successfully any local increase in the image gray values which associates with hyper-accumulation of starch, and consequently, the existence of CLas.
机译:黄龙兵(HLB)也称为黄色芽或柑橘绿化,是一种毁灭性的疾病,与'Candidatus Libacterssiaticus(Clas)相关。'不幸的是,对这种疾病没有有效治愈,因为感染树,它最终会死亡。 HLB在非洲,亚洲和南美洲的许多国家受到了柑橘行业的负面影响。 2005年,HLB在佛罗里达州南部的凹槽中确认,几年后,整个佛罗里达州被感染了。及时检测和除去HLB受影响的树木,基本上是管理疾病所必需的。看起来柑橘叶上黄色/浅绿岛的淀粉的积累被称为HLB的早期诊断症状。偏振成像系统用于遵循接种接种柑橘植物的叶片中的淀粉的超累积。在从另一个HLB造成的叶片移植植物后,每周嫁接柑橘叶的时间流逝图像以植物从另一个HLB造成的叶片移植到叶片上的不同位置的图像'灰色值的变化。开发了一种图像分析算法以突出柑橘叶样品的区域,其平均灰度值增加,作为前症状阶段的淀粉积累的指示。所提出的方法能够成功地检测与淀粉的超累积的图像灰度值中的任何局部增加,并因此存在于CLA的存在。

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