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基于耦合全变差的快速图像着色算法

金正猛 周晨

电子学报2016,Vol.44Issue(10):2364-2369,6.
电子学报2016,Vol.44Issue(10):2364-2369,6.DOI:10.3969/j.issn.0372-2112.2016.10.012

基于耦合全变差的快速图像着色算法

A Fast CoupIed TotaI Variation AIgorithm for I mage CoIorization

金正猛 1周晨1

作者信息

  • 1. 南京邮电大学理学院,江苏南京210023
  • 折叠

摘要

Abstract

Under the YCbCr color space mechanism,we propose a coupled total variation model for image coloriza-tion by combining the gradient of target grayscale image.Then we design a fast algorithm to solve the proposed model nu-merically by incorporating the alternating direction method of multipliers(ADMM)algorithm,and give the convergence re-sults of the proposed algorithm.Finally,experimental results are reported,demonstrating that the proposed model can effec-tively prevent colors from crossing over the edges of the target grayscale image during fast colorization.

关键词

图像处理/图像着色/耦合全变差/交替方向乘子算法

Key words

image processing/image colorization/coupled total variation/alternating direction method of multipli-ers(ADMM)algorithm

分类

信息技术与安全科学

引用本文复制引用

金正猛,周晨..基于耦合全变差的快速图像着色算法[J].电子学报,2016,44(10):2364-2369,6.

基金项目

国家自然科学基金重大研究计划(培育项目)(No.91330101);江苏省高校自然科学基金(No.15KJB110018);江苏省省级重点STITP (No.SZDG2015028);南京邮电大学科研基金 ()

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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