Investigation on Optical Surface Defect Extraction Algorithm Based on Background Correction and Image Segmentation Method
文献类型：会议论文
| 作者 | Zhang, Bo; Kong, Fanyu; Wu, Zhouling; Liu, Shijie |
| 出版日期 | 2015 |
| 会议名称 | 4th pacific rim laser damage symposium on optical materials for high-power lasers |
| 通讯作者 | zhang, b (reprint author), shanghai univ, sch mat sci & engn, shanghai 200444, peoples r china. |
| 英文摘要 | it is surface imperfections on optical elements that have significant effects on the propagation quality of light in the high-power laser systems, and even cause laser damage on the optical elements. thus, quantitative detection of surface imperfections is very important for optical elements quality evaluation. the microscopy imaging method has been widely applied to detect surface imperfections. in the process of acquiring image, image background brightness could be non-uniform owing to uneven light intensity of illumination. thus, some extracted information of surface defects will be lost. to solve the problem, a background correction method based on mathematical morphological is proposed. luminance means, luminance uniformity, standard deviations and image detail as four factors are used to evaluate imperfection image. the background correction method combined with the improved otsu method is used to extract the target of surface defects, which has better performance than the basic otsu method. through the research of the sensitivity of the algorithm for image noise and segmentation accuracy, it can offer theoretical directions for quantitative detection of surface imperfections. |
| 收录类别 | CPCI |
| 会议录 | pacific rim laser damage 2015: optical materials for high-power lasers
 |
| 会议录出版者 | spie-int soc optical engineering |
| 语种 | 英语 |
| 源URL | [http://ir.siom.ac.cn/handle/181231/17051]  |
| 专题 | 上海光学精密机械研究所_中科院强激光材料重点实验室 |
| 作者单位 | 1.[Zhang, Bo] Shanghai Univ, Sch Mat Sci & Engn, Shanghai 200444, Peoples R China 2.[Kong, Fanyu 3.Liu, Shijie] Chinese Acad Sci, Shanghai Inst Opt & Fine Mech, Key Lab Mat High Power Laser, Shanghai 201800, Peoples R China 4.[Wu, Zhouling] ZC Optoelect Technol LTD, Hefei 230031, Anhui, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Bo,Kong, Fanyu,Wu, Zhouling,et al. Investigation on Optical Surface Defect Extraction Algorithm Based on Background Correction and Image Segmentation Method[C]. 见:4th pacific rim laser damage symposium on optical materials for high-power lasers. |
入库方式： OAI收割
来源：上海光学精密机械研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。