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MATLAB機器視覺的飲料瓶封裝缺陷檢測檢測設計

時間:2019-05-19 17:57來源:畢業論文
研究了基于圖像匹配的飲料瓶封裝缺陷檢測技術。首先介紹了圖像中的直線檢測算法和非直線檢測算法;然后根據實際檢測要求,實現了基于MATLAB的仿真軟件,并進行了仿真實驗驗證

摘要:隨著社會的平穩發展,人民生活水平的提高,食品安全越來越受到民眾的關注,產品的生產質量也成了生產廠商和供應商所關注的焦點。巨大的市場需求促使礦泉水、果汁等眾多的食品飲料產業飛速的發展,而飲料瓶封裝質量的好壞直接影響著飲料本身的質量安全問題。利用機器視覺的圖像檢測技術來鑒定飲料瓶的封裝完好情況能大幅度降低檢測成本,提高產品質量,加快生產速度和效率,節約成本。因此,對于高效低廉的圖像檢測系統研究是具有實際意義的。35578
對于工業生產檢測領域來說,同時具備精度高、可靠性強和實時性好的檢測技術一直是人們不懈努力追求的目標。本文研究了基于圖像匹配的飲料瓶封裝缺陷檢測技術。首先介紹了圖像中的直線檢測算法和非直線檢測算法;然后根據實際檢測要求,實現了基于MATLAB的仿真軟件,并進行了仿真實驗驗證。
畢業論文關鍵詞:圖像匹配;圖像檢測;hough變換;邊緣檢測算法
Based on machine vision product testing
Abstract:With the steady development of the society, the improvement of people's living standards, food safety more and more get the attention of people, the production quality has become the focus of manufacturers and suppliers. The huge market demand is driving the mineral water, fruit juice, and many other food and beverage industry rapid development, and beverage bottle packaging quality directly influences the quality of the drink itself safety problems. Using machine vision image detection technology to identify beverage bottle packaging in good condition to reduce the cost of test, improve product quality, to speed up the production speed and efficiency, cost savings. Therefore, for the study of low efficient image detection system is a practical significance. 源`自*六)維[論*文'網www.aftnzs.live
For industrial production inspection field, at the same time with high precision, high reliability and good real-time performance detection technology has been unremitting efforts to the pursuit of the goal. This paper studies the beverage bottle packaging defects detection based on image matching technology. First introduced the image in a straight line detection algorithms and non linear detection algorithm; Then according to the actual testing requirement, realized based on MATLAB simulation software, a simulation experiment was carried out.
KeyWords: Image Matching ;Image Detection ;Hough Transformation ;Edge Detection Algorithm
目錄
1  緒論.    1
1.1  課題背景及研究意義    1
1.1.1  課題背景.1
1.1.2  課題研究意義.2
1.2  國內外研究現狀和水平    2
1.3  發展趨勢    3
1.4  本文研究的主要內容    4
2  常用圖像的基本幾何圖形的檢測技術    5
2.1  直線檢測技術及其優缺點    5
2.2  圓檢測技術及其優缺點    5
2.3  橢圓檢測技術及其優缺點    6
3  圖像處理     8
3.1  二值圖像    8
3.2  灰度圖像    8
3.3  RGB彩色圖像    9
3.4  圖像增強和復原    9
3.4.1  圖像增強    9
3.4.2  圖像復原    9
3.5  圖像分割    10
3.6  圖像壓縮    11
3.7  圖像分析    11
4  圖像檢測算法    13
4.1  邊緣檢測法    13
源`自*六)維[論*文'網www.aftnzs.live

4.2  閥值分割法    14
5  Hough變換檢測基本幾何圖形原理    15
5.1  Hough變換檢測直線的原理    15 MATLAB機器視覺的飲料瓶封裝缺陷檢測檢測設計:http://www.aftnzs.live/tongxin/20190519/33599.html
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