Image hashing with color vector angle
Tang, Zhenjun1,2; Li, Xuelong3; Zhang, Xianquan1,2; Zhang, Shichao1,2; Dai, Yumin1,2; Zhang, SC (reprint author), Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China.
刊名NEUROCOMPUTING
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
DOI10.1016/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
内容类型期刊论文
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.
个性服务
查看访问统计
相关权益政策
暂无数据
收藏/分享
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。


©版权所有 ©2017 CSpace - Powered by CSpace