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基于改进的非刚性配准的三维网格序列压缩方法
引用本文:高原, 王一山, 胡永利, 施云惠, 尹宝才. 基于改进的非刚性配准的三维网格序列压缩方法[J]. 北京工业大学学报, 2015, 41(9): 1349-1354. DOI: 10.11936/bjutxb2015020016
作者姓名:高原  王一山  胡永利  施云惠  尹宝才
作者单位:1.1. 北京工业大学 城市交通学院北京市多媒体和智能软件技术重点实验室, 北京 100124
基金项目:国家自然科学基金资助项目(61370118)
摘    要:旨在解决拓扑异构的三维网格序列的压缩问题,采用非刚性配准和视频帧间编码技术结合,提出双向多参考帧预测方案,构建了一种基于非刚性配准的针对拓扑异构的三维网格序列的压缩方法.该方法有效地利用三维网格序列的帧间相关性,降低存储代价.三维人脸网格序列压缩实验结果表明:与传统方法相比,压缩性能有很大提高.

关 键 词:三维网格序列  压缩  非刚性配准  薄板样条(thin-platespline  TPS)
收稿时间:2015-02-05

Compressing 3 D Mesh Sequence Based on an Improved Non-rigid Registration
GAO Yuan, WANG Yi-shan, HU Yong-li, SHI Yun-hui, YIN Bao-cai. Compressing 3D Mesh Sequence Based on an Improved Non-rigid Registration[J]. Journal of Beijing University of Technology, 2015, 41(9): 1349-1354. DOI: 10.11936/bjutxb2015020016
Authors:GAO Yuan  WANG Yi-shan  HU Yong-li  SHI Yun-hui  YIN Bao-cai
Affiliation:1.1. Beijing Key Laboratory of Multimedia and Intelligent Software Technology,College of Metropolitan Transportation,Beijing University of Technology, Beijing 100124, China
Abstract:This paper aims to solve the problem of compressing 3 D mesh sequence with different connectivity. For a non-isomorphic 3D mesh sequence, there are both spatial correlations in each single mesh and temporal correlations between adjacent frames, which makes it insufficient for applying static 3D mesh compression algorithms to each single mesh. In this paper, a novel method for compressing 3D mesh sequence by using a technique of 3D human faces non-rigid registration was presented. By using the proposed registration algorithm on a 3D mesh sequence, the temporal redundancy of the mesh data was removed, thereby it reduced the storage cost drastically. In addition, the registration procedure with the inter-coding idea in video coding technique was combined. By adopting structure of bidirectional multiple reference frames, the efficiency of registration compared with previous work was improved. The experimental results show that better subjective and objective quality by applying the proposed compression method to 3D face mesh sequence can be obtained.
Keywords:3 D mesh sequence  compression  non-rigid registration  thin-plate spline
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