Product image search with regional evidences
Zhang, Guixuan; Zhang, Shuwu; Zeng, Zhi; Guan, Hu; Li, Xiaoqian
2017
会议名称IEEE International Conference on Progress in Informatics and Computing
会议日期2016年12月23日-12月25日
会议地点上海
摘要In the task of product image search, the database consists of clean versions of product images, while the query photos are often captured from mobile phone cameras under uncontrolled conditions. Conventional methods usually adopt the SIFT based bag-of-words (BoW) representation of the whole query image, which suffers from the interference of background noise. To address the problem, we extract multiple candidate regions from the query image and compute the regional
similarity to database images individually. Then a verification strategy is proposed to evaluate the similarity based on regional semantic evidences. With the proposed method, we can not only improve the search accuracy, but also obtain the location of the product in the query image. Extensive experiments on two public datasets demonstrate the effectiveness of our method.
关键词Product Image Search Bag-of-words Regional Semantic Evidences Similarity Verification
收录类别EI
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/14310
专题数字内容技术与服务研究中心_新媒体服务与管理技术
作者单位Institute of Automation, Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Zhang, Guixuan,Zhang, Shuwu,Zeng, Zhi,et al. Product image search with regional evidences[C],2017.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Product Image Search(458KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Zhang, Guixuan]的文章
[Zhang, Shuwu]的文章
[Zeng, Zhi]的文章
百度学术
百度学术中相似的文章
[Zhang, Guixuan]的文章
[Zhang, Shuwu]的文章
[Zeng, Zhi]的文章
必应学术
必应学术中相似的文章
[Zhang, Guixuan]的文章
[Zhang, Shuwu]的文章
[Zeng, Zhi]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Product Image Search with Regional Evidences.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

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。