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基于 DCT 域视觉显著性检测的图像缩放算法

罗雅丹 唐振华 覃团发

计算机应用研究Issue(1):296-299,320,5.
计算机应用研究Issue(1):296-299,320,5.DOI:10.3969/j.issn.1001-3695.2016.01.068

基于 DCT 域视觉显著性检测的图像缩放算法

Image resizing algorithm based on visual saliency detection in DCT domain

罗雅丹 1唐振华 1覃团发2

作者信息

  • 1. 广西大学计算机与电子信息学院,南宁 530004
  • 2. 广西大学广西高校多媒体通信与信息处理重点实验室,南宁 530004
  • 折叠

摘要

Abstract

In order to meet the requirements of different terminals for various display resolution,the received image need to be resized.However,the coherence of visual contents is easy to be broken among the existing image resizing methods based on content-aware.To address this problem,this paper proposed an image resizing algorithm based on visual saliency detection in discrete cosine transform (DCT)domain.This method utilized a saliency detection model in DCT domain to obtain the sali-ency map.Then it employed the saliency map and the energy map to implement seam carving (SC).The experimental results show that the proposed algorithm can not only protect the important contents,but also guarantee the integrity of visual con-tents,and obtains higher quality index of images by using the proposed method compared with the other content-aware image resizing methods.

关键词

图像缩放/线裁剪/视觉显著性检测/离散余弦变换域

Key words

image resizing/seam carving/visual saliency detection/discrete cosine transform (DCT)domain

分类

信息技术与安全科学

引用本文复制引用

罗雅丹,唐振华,覃团发..基于 DCT 域视觉显著性检测的图像缩放算法[J].计算机应用研究,2016,(1):296-299,320,5.

基金项目

国家自然科学基金资助项目(61461006,61261023);广西自然科学基金资助项目(2013GXNSFBA019271);广西教育厅科研项目(201106LX016);广西研究生教育创新计划项目 ()

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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