Image hashing with color vector angle
文献类型:期刊论文
作者 | Tang, Zhenjun1,2; Li, Xuelong3![]() |
刊名 | NEUROCOMPUTING
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出版日期 | 2018-09-25 |
卷号 | 308页码:147-158 |
关键词 | Image Hashing Hashing Function Color Vector Angle Color Histogram |
ISSN号 | 0925-2312 |
DOI | 10.1016/j.neucom.2018.04.057 |
产权排序 | 3 |
英文摘要 | Color vector angle (CVA) is an important feature of processing color images and has been successfully developed and used in real applications, such as edge detection, indexing and retrieval of images. However, it is unsolved how to apply the CVA to efficiently generating an image hash. Also, most image hashing algorithms choose luminance component of color image for hash generation and cannot well capture the color information of images. To tackle these issues, we study efficient image hashing algorithms with the histogram of CVAs, called HCVA hashing. The histogram is first extracted from those angles that are in the biggest circle inscribed inside the normalized image. And then, it is compressed to make a short hash. We conducted some experiments to assess the performance, and illustrated that the DCT (Discrete Cosine Transform) is the best one of that cooperating with HCVA at generating hashes, as well as the HCVA hashing is robust and promising. (C) 2018 Elsevier B.V. All rights reserved. |
学科主题 | Computer Science, Artificial Intelligence |
WOS研究方向 | Computer Science |
语种 | 英语 |
WOS记录号 | WOS:000436620600014 |
源URL | [http://ir.opt.ac.cn/handle/181661/30414] ![]() |
专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
通讯作者 | Zhang, SC (reprint author), Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China. |
作者单位 | 1.Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China 2.Guangxi Normal Univ, Dept Comp Sci, Guilin 541004, Peoples R China 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China |
推荐引用方式 GB/T 7714 | Tang, Zhenjun,Li, Xuelong,Zhang, Xianquan,et al. Image hashing with color vector angle[J]. NEUROCOMPUTING,2018,308:147-158. |
APA | Tang, Zhenjun,Li, Xuelong,Zhang, Xianquan,Zhang, Shichao,Dai, Yumin,&Zhang, SC .(2018).Image hashing with color vector angle.NEUROCOMPUTING,308,147-158. |
MLA | Tang, Zhenjun,et al."Image hashing with color vector angle".NEUROCOMPUTING 308(2018):147-158. |
入库方式: OAI收割
来源:西安光学精密机械研究所
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