Speed up Duplicate/Near-Duplicate image detection

Chunlei Yang, Jinye Peng, Xiaoyi Feng, Jianping Fan

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Finding duplicate and near-duplicate images plays an important role on redundancy reduction for image storage, summarization and recommendation. This paper introduces how to speed up Duplicate/Near-Duplicate(D/ND) image detection. Image clustering was first applied to partition the images into multiple groups by using coarse visual features; pair-wise image matching was further applied on the images within the same cluster by using fine visual features such as interesting point descriptors. Our coarse-to-fine method can dramatically reduce the computation cost while achieving comparable detection accuracy rate.

源语言英语
主期刊名Proceedings of the 2nd International Conference on Internet Multimedia Computing and Service, ICIMCS'10
95-98
页数4
DOI
出版状态已出版 - 2010
活动2nd International Conference on Internet Multimedia Computing and Service, ICIMCS 2010 - Harbin, 中国
期限: 30 12月 201031 12月 2010

出版系列

姓名Proceedings of the 2nd International Conference on Internet Multimedia Computing and Service, ICIMCS'10

会议

会议2nd International Conference on Internet Multimedia Computing and Service, ICIMCS 2010
国家/地区中国
Harbin
时期30/12/1031/12/10

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