•  
  •  
 

Abstract

In order to obtain the image of seedless white grape, the influence of background paper color, light source structure and lighting mode on the image was fully considered on the self-made acquisition platform. Firstly, the optimal level of each factor is determined by single factor test, then the acquisition platform is optimized by orthogonal test, and finally the optimal value level of each factor is determined by subjective and objective comprehensive evaluation image method. The results showed that the best values of the machine vision imaging system of seedless white grape were: the background paper is white, the light source structure is strip light source -60°, the lighting mode is open field mode. Under the conditions, the image quality is the best.

Publication Date

1-28-2021

First Page

161

Last Page

164

DOI

10.13652/j.issn.1003-5788.2021.01.026

References

[1] 张琼琼, 魏佳, 张健, 等. 硫化氢熏蒸对无核白葡萄采后细胞壁及病害的影响[J]. 食品工业科技, 2020, 41(13): 277-283.
[2] 杨嘉鹏, 闫圣坤, 徐立军, 等. 无核白葡萄箱式热风干燥特性及干燥模型研究[J]. 食品与机械, 2017, 33(6): 79-83.
[3] 王伟. 基于矩阵低秩稀疏分解模型的产品表面缺陷检测方法研究[D]. 湘潭: 湘潭大学, 2017: 1-2.
[4] 潘照, 周文化, 肖玥惠子. 基于主成分分析的不同种鲜食葡萄品质评价[J]. 食品与机械, 2018, 34(9): 139-146.
[5] 李俊伟. 基于机器视觉技术的新疆鲜葡萄及葡萄干品质分析研究[D]. 乌鲁木齐: 新疆农业大学, 2014: 1-2.
[6] 李少昆, 王崇桃. 图象及机器视觉技术在作物科学中的应用进展[J]. 石河子大学学报(自然科学版), 2002(1): 79-86.
[7] 刘立波, 周国民. 基于图像评价的灯箱最佳成像环境因素确定方法[J]. 计算机应用研究, 2009, 26(12): 4 836-4 838.
[8] ZABAWA L, KICHERER A, KLINGBEIL L, et al. Counting of grapevine berries in images via semantic segmentation using convolutional neural networks[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 164: 73-83.
[9] 邱津怡, 罗俊, 李秀, 等. 基于卷积神经网络的多尺度葡萄图像识别方法[J]. 计算机应用, 2019, 39(10): 2 930-2 936.
[10] 刘智杭, 于鸣, 任洪娥. 基于改进K均值聚类的葡萄果穗图像分割[J]. 江苏农业科学, 2018, 46(24): 239-244.
[11] 邵雪, 曾台英, 汪祖辉. 一种基于NIQE的印刷图像无参考质量评价方法[J]. 包装学报, 2016, 8(4): 35-39.
[12] 邱园红. 基于机器视觉的产品在线质检图像质量评估及视觉系统参数优化[D]. 武汉: 华中科技大学, 2017: 2-3.
[13] 刘立波, 周国民. 人眼视觉特性在植物叶片图像提取中的应用[J]. 计算机工程与应用, 2009, 45(19): 22-25, 30.
[14] 孙翠霞, 刘有耀. 客观图像质量评价[J]. 计算机与数字工程, 2019, 47(9): 2 290-2 294.
[15] 郭曙光. 远程印刷传输中印刷图像压缩方法研究[D]. 西安: 西安理工大学, 2006: 31-32.

Share

COinS
 
 

To view the content in your browser, please download Adobe Reader or, alternately,
you may Download the file to your hard drive.

NOTE: The latest versions of Adobe Reader do not support viewing PDF files within Firefox on Mac OS and if you are using a modern (Intel) Mac, there is no official plugin for viewing PDF files within the browser window.