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基于邻域扩展的半自动2D 转3D 方法

高广银 袁红星 朱长水 袁宝华

计算机应用研究2016,Vol.33Issue(12):3916-3919,4.
计算机应用研究2016,Vol.33Issue(12):3916-3919,4.DOI:10.3969/j.issn.1001-3695.2016.12.089

基于邻域扩展的半自动2D 转3D 方法

Semi-automatic 2D-to-3D conversion based on neighbors extension

高广银 1袁红星 2朱长水 1袁宝华1

作者信息

  • 1. 南京理工大学泰州科技学院计算机科学与技术系,江苏泰州225300
  • 2. 宁波工程学院电子与信息工程学院,浙江 宁波315211
  • 折叠

摘要

Abstract

Semi-automatic 2D-to-3D conversion is a promising solution to 3D video creation.Existing methods obtain dense depth-map based on similarities in local neighbors which neglects the global constraints in image.Therefore,these methods can-not recover the object boundaries of depth-map accurately.To help solve this problem,this paper proposed a depth interpolation method using optimization based on neighbors extension.Firstly,it developed an energy model for depth interpolation by consi-dering distant neighbors.Secondly,it obtained a closed form solution of this model by assuming that similar pixels had similar depth differences between their weighted average value in local neighbors.Experimental comparisons with the popular tech-niques show that the proposed method demonstrates advantages over PSNR and depth object boundaries.

关键词

2D转3D/最优化/深度插值/邻域扩展/对象边界

Key words

2D-to-3D conversion/optimization/depth interpolation/neighbors extension/object boundaries

分类

信息技术与安全科学

引用本文复制引用

高广银,袁红星,朱长水,袁宝华..基于邻域扩展的半自动2D 转3D 方法[J].计算机应用研究,2016,33(12):3916-3919,4.

基金项目

国家自然科学基金资助项目(61170200);浙江省自然科学基金资助项目 ()

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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