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扩大广义Hough变换,实现岩画开采

Augmenting the Generalized Hough Transform to Enable the Mining of Petroglyphs
课程网址: http://videolectures.net/kdd09_zhu_aghtemp/  
主讲教师: Qiang Zhu
开课单位: 领英公司
开课时间: 2009-09-14
课程语种: 英语
中文简介:
岩石艺术是石头上人造标记的考古术语。人们相信,仅在北美就有数百万个岩画,对这种有价值的文化资源的研究甚至超越了人类学和历史。令人惊讶的是,尽管图像处理,信息检索和数据挖掘对许多人类的努力产生了巨大的影响,但它们对岩石艺术的研究基本上没有影响。在这项工作中,我们确定了原因,并引入了一种新颖的距离测量和算法,可以对大量岩画收集进行高效和有效的数据挖掘。
课程简介: Rock art is an archaeological term for human-made markings on stone. It is believed that there are millions of petroglyphs in North America alone, and the study of this valued cultural resource has implications even beyond anthropology and history. Surprisingly, although image processing, information retrieval and data mining have had large impacts on many human endeavors, they have had essentially zero impact on the study of rock art. In this work we identify the reasons for this, and introduce a novel distance measure and algorithms which allow efficient and effective data mining of large collections of rock art.
关 键 词: 岩石艺术; 考古; 图像处理
课程来源: 视频讲座网
最后编审: 2020-01-13:chenxin
阅读次数: 57