孙晶

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教授

硕士生导师

主要任职:伯川书院执行院长

其他任职:机械工程国家级实验教学示范中心主任

性别:女

毕业院校:大连理工大学

学位:博士

所在单位:机械工程学院

学科:机械制造及其自动化

办公地点:大连理工大学知方楼7009房间

联系方式:13516059116

电子邮箱:sunjing@dlut.edu.cn

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基于规范化LoG的尺度不变性兴趣点检测子

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论文类型:期刊论文

发表时间:2022-06-29

发表刊物:兵工学报

所属单位:机械工程学院

期号:6

页面范围:808-812

ISSN号:1000-1093

摘要:The performance of the detector based on gray declines with scale's changing in applied fields of image matching, object recognition and video retrieval. To get over the deficiency, a detector with scale invariance, that is iterative Harris-Laplace detector (Ite-HL-Det), was constructed. Harris corner detector was used first to extract initial points in conditions of multi-scale. Then, in the whole scale space, iterative method was applied to confirm characteristic scale of certain local structure according to the local extremum of the normalized Laplacian and finally the spatial locations of interest points by Harris measure based on the definition and property of the characteristic scale proposed comprehensively. The experimental results show that neighborhoods of interest points extracted by Ite-HL-Det can well cover the same local image regions at varying scale and rotation.

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