偏光片微小凹凸缺陷的计算机视觉检测

H. Yen, Min-Jyun Syu
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引用次数: 7

摘要

近年来,由于液晶显示器广泛应用于智能手机、平板电脑和大尺寸电视等消费电子产品,偏光片的需求有所增加。为了提高产量,制造商积极采用自动化检测设备来检测在线偏光片缺陷。本研究利用计算机视觉技术开发了一种具有成本效益的偏光片微小凹凸缺陷光学检测系统。该系统应用数字条纹和图像处理技术检测微小凹凸缺陷。实验表明,该系统能够有效地检测出微小的凹凸缺陷,并在0.3秒内完成对面积为1600 × 1200像素(36mm × 27mm)的偏光片样品的缺陷检测。
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Inspection of polarizer tiny bump defects using computer vision
In recent years, the demand of polarizer films has increased since that liquid crystal displays are widely used in consumer electronics products such as smart phones, tablet computers and large-size TVs. For improving production yields, manufacturers actively adopt automated inspection equipment to detect in-line polarizer film defects. This study uses computer vision techniques to develop a cost-effective optical detection system for the tiny bump defects of polarizer films. The proposed system applies digital fringes and image processing techniques to detect the tiny bump defects. Experiments show that the proposed system can effectively detect the tiny bump defects, and complete the defect inspection of a sample polarizer film with an area of 1600 × 1200 pixels (36mm × 27mm) within 0.3 seconds.
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