使用增强型SIFT检索图书封面

2012 IEEE Fifth International Conference on Advanced Computational Intelligence (ICACI) Pub Date : 2012-10-01 DOI:10.1109/ICACI.2012.6463227

Guanghui Hu, Yong Zhao, Yule Yuan

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引用次数: 0

摘要

从网络图像或指定数据库中检索图书封面，从电子商务到图片搜索，都具有广泛的应用前景。提出了一种基于增强SIFT描述符的图书封面检索系统。此外，在SIFT匹配方法中引入了一种基于匹配对角度差的误差恢复方法。实验表明，与仅使用传统SIFT描述符的方法相比，该方法提高了检测率，减少了错误匹配点。

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Book cover retrieval using enhanced SIFT

Retrieving book covers in web images or in specified database has a wide application prospect, from electronic commerce to picture search. We describe a book cover retrieval system based on enhanced SIFT descriptor by incorporating “binary string” descriptor. Furthermore, a new error recovery based on angle difference of the matching pairs is integrated into the SIFT matching method. Experiments demonstrate that our scheme improves the detection rate and reduces the wrong matching points comparing to the method only using the traditional SIFT descriptor.

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来源期刊

2012 IEEE Fifth International Conference on Advanced Computational Intelligence (ICACI)

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