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© 《China Plastics》
© 《China Plastics》
China Plastics ›› 2021, Vol. 35 ›› Issue (12): 114-120.DOI: 10.19491/j.issn.1001-9278.2021.12.019
• Standard and Test • Previous Articles Next Articles
CHANG Hao1(
), YANG Zhenghao2, WEI Yougong2, CHAI Guang1, LI Yanzhou1(
)
Received:2021-05-19
Online:2021-12-26
Published:2021-12-22
CLC Number:
CHANG Hao, YANG Zhenghao, WEI Yougong, CHAI Guang, LI Yanzhou. Image detection technology of film stretching breakage based on machine vision[J]. China Plastics, 2021, 35(12): 114-120.
| 滤波指标 | MSE | SNR | PSNR |
|---|---|---|---|
| 均值 | 184.359 5 | 23.350 3 | 25.474 1 |
| 高斯 | 22.773 3 | 32.432 7 | 34.556 5 |
| 中值 | 19.078 7 | 33.201 5 | 35.325 3 |
| 自适应中值 | 5.580 2 | 38.540 5 | 40.664 3 |
| 双边 | 15.884 3 | 33.997 3 | 36.121 1 |
| 滤波指标 | MSE | SNR | PSNR |
|---|---|---|---|
| 均值 | 184.359 5 | 23.350 3 | 25.474 1 |
| 高斯 | 22.773 3 | 32.432 7 | 34.556 5 |
| 中值 | 19.078 7 | 33.201 5 | 35.325 3 |
| 自适应中值 | 5.580 2 | 38.540 5 | 40.664 3 |
| 双边 | 15.884 3 | 33.997 3 | 36.121 1 |
| 特征参数 | 面积 | 周长 |
|---|---|---|
| T1 | 18 721 | 1 435.82 |
| T2 | 27 889 | 1 159.81 |
| T3 | 24 234 | 1 123.15 |
| T4 | 11 602 | 823.01 |
| T5 | 26 071 | 1 305.53 |
| T6 | 7 678 | 762.25 |
| T7 | 8 813 | 726.28 |
| T8 | 8 563 | 728.72 |
| T9 | 16 699 | 1 241.55 |
| T10 | 26 174 | 1 969.17 |
| 特征参数 | 面积 | 周长 |
|---|---|---|
| T1 | 18 721 | 1 435.82 |
| T2 | 27 889 | 1 159.81 |
| T3 | 24 234 | 1 123.15 |
| T4 | 11 602 | 823.01 |
| T5 | 26 071 | 1 305.53 |
| T6 | 7 678 | 762.25 |
| T7 | 8 813 | 726.28 |
| T8 | 8 563 | 728.72 |
| T9 | 16 699 | 1 241.55 |
| T10 | 26 174 | 1 969.17 |
| 特征参数 | A | P |
|---|---|---|
| S1 | 364 | 96.86 |
| S2 | 543 | 203.32 |
| S3 | 1 060 | 147.62 |
| S4 | 142 | 101.42 |
| S5 | 2 241 | 278.96 |
| S6 | 2 969 | 404.30 |
| S7 | 188 | 76.05 |
| S8 | 946 | 231.60 |
| S9 | 3 582 | 340.29 |
| S10 | 3 969 | 415.91 |
| 特征参数 | A | P |
|---|---|---|
| S1 | 364 | 96.86 |
| S2 | 543 | 203.32 |
| S3 | 1 060 | 147.62 |
| S4 | 142 | 101.42 |
| S5 | 2 241 | 278.96 |
| S6 | 2 969 | 404.30 |
| S7 | 188 | 76.05 |
| S8 | 946 | 231.60 |
| S9 | 3 582 | 340.29 |
| S10 | 3 969 | 415.91 |
| 1 | 董志远,王克俭.BOPP薄膜关键性能介绍及功能化发展概述[J].塑料包装,2019,29(3):34⁃36. |
| DONG Z Y, WANG K J. Introduction of key properties and functional development of BOPP films[J].Plastics Packaging,2019,29(3):34⁃36. | |
| 2 | CHGLOGER D, ELISABETH R, MARKUS G, et al. Plastic drawing response in the biaxially oriented polypropylene (BOPP) process: Polymer structure and film cas⁃ting effects[J]. Journal of Polymer Engineering,2020,40(9):743⁃752. |
| 3 | LIU Y, ZHU D R, ZHANG C J, et al. Properties analysis and process optimization of bidirectional stretching polypropylene film specialty resin[J]. Guangzhou Chemical Industry, 2012,40(22):58⁃60. |
| 4 | 闫庭辉.基于ARM的显微成像对光学薄膜的缺损检测系统[D].西安:西安电子科技大学,2016. |
| 5 | 刘 艳.基于CCD扫描的聚合物薄膜缺陷检测关键技术研究[D].哈尔滨:哈尔滨工业大学,2009. |
| 6 | 温学军,葛动元,姚锡凡,等.基于机器视觉的轴承滚动体缺失检测[J].组合机床与自动化加工技术,2020(12):116⁃120,124. |
| WEN X J, GE D Y, YAO X F, et al. Detection of bea⁃ring rolling element missing based on machine vision [J].Modular Machine Tool & Automatic Manufacturing Technique,2020(12):116⁃120,124. | |
| 7 | 余晓娅.工件缺陷视觉检测关键技术的研究[D].合肥:合肥工业大学,2011. |
| 8 | 王 浩,张 叶,沈宏海,等.图像增强算法综述[J].中国光学,2017,10(4):438⁃448. |
| WANG H, ZHANG Y, SHEN H H, et al. Review of image enhancement algorithms[J].Chinese Academy of Sciences,2017,10(4):438⁃448. | |
| 9 | FAN R Q, LI X Y,LEE S,et al. Smart image enhancement using CLAHE based on an F⁃shift transformation du⁃ring decompression[J]. Electronics,2020,9(9):1 374⁃1 374. |
| 10 | 高彦平. 图像增强方法的研究与实现[D].青岛:山东科技大学,2005. |
| 11 | 徐小来,彭 晖,邬书跃.基于直觉模糊集和直方图均衡的图像增强方法[J].电光与控制,2021,28(4):70⁃72,86. |
| XU X L,PENG H,WU S Y. Image enhancement based on intuitionistic fuzzy sets and histogram equalization[J]. Electronics Optics & Control,2021,28(4):70⁃72,86. | |
| 12 | JAHANSHAHI M R, KELLY J S, MASRI S F, et al. A survey and evaluation of promising approaches for automatic image⁃based defect detection of bridge structures [J]. Structure and Infrastructure Engineering, 2009, 5(6): 455⁃486. |
| 13 | 郤志星.基于机器视觉的电池保护膜定位检测系统研究[D].南昌:南昌航空大学,2019. |
| 14 | PENG X X,JIA H M,LANG C B. Modified dragonfly algorithm based multilevel thresholding method for color images segmentation.[J]. Mathematical biosciences and engineering, 2019,16(6):6 467⁃6 511. |
| 15 | 汪 杰.基于模糊控制系统的石碑文图像边缘检测算法研究[D].合肥:安徽大学,2019. |
| 16 | 解秀梅.玻璃缺陷检测系统实验研究[D].青岛:中国海洋大学,2008. |
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