An efficient depth map filtering based on spatial and texture features for 3D video coding

被引:5
|
作者
Zhang, Qiuwen [1 ]
Chen, Ming [2 ]
Zhu, Haodong [1 ]
Wang, Xiaobing [3 ]
Gan, Yong [1 ]
机构
[1] Zhengzhou Univ Light Ind, Coll Comp & Commun Engn, Zhengzhou 450002, Peoples R China
[2] Zhengzhou Univ Light Ind, Software Engn Coll, Zhengzhou 450002, Peoples R China
[3] CPI Henan Power Ltd Co, Technol & Informat Ctr, Zhengzhou 450001, Peoples R China
基金
中国国家自然科学基金;
关键词
3D video; Depth map; High-efficiency video coding (HEVC); Virtual views; Spatial and texture features; MULTIVIEW VIDEO; COMPRESSION; METHODOLOGY; COMPLEXITY; IMAGE;
D O I
10.1016/j.neucom.2014.11.103
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A depth map is used to synthesize virtual views in the 3D video depth-enhanced format. In contrast to texture video, depth map is characterized by piecewise smooth regions bounded by sharp object boundaries. Conventional video coding standards compress depth map often introduces coding artifacts along the depth map boundary, which severely affects the rendered view quality. To address this problem, we propose an efficient depth map filtering for 3D depth map compression in the high efficiency video coding (HEVC) process. The proposed depth map filtering is designed considering spatial resolution, texture boundary similarity, and coding artifacts features. It consists of a newly designed nonlinear down/up sampling filtering and a depth reconstruction multilateral filtering. Firstly, the depth map is down-sampled and coded with 3D video HEVC. Then in the decoding side, the depth map is up-sampled. Finally, a depth reconstruction multilateral filtering is used to align the object boundaries for the coding artifacts in edges of the decoded depth image. Experimental results demonstrate that the proposed depth map filtering can significantly reduce the bit rate as well as achieving a better quality of the rendered view in comparison with 3D video HEVC test model (3DV-HTM). (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:82 / 89
页数:8
相关论文
共 50 条
  • [31] Methods for depth-map filtering in view-plus-depth 3D video representation
    Sergey Smirnov
    Atanas Gotchev
    Karen Egiazarian
    EURASIP Journal on Advances in Signal Processing, 2012
  • [32] JOINT TEXTURE AND DEPTH MAP CODING FOR ERROR-RESILIENT 3-D VIDEO TRANSMISSION
    Gao, Pan
    Xiang, Wei
    Rahaman, D. M. Motiur
    Paul, Manoranjan
    2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2017, : 1905 - 1909
  • [33] 3D Motion Estimation for Depth Image Coding in 3D Video Coding
    Kamolrat, B.
    Fernando, W. A. C.
    Mrak, M.
    Kondoz, A.
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2009, 55 (02) : 824 - 830
  • [34] Edge-Guided Depth Map Resampling for HEVC 3D Video Coding
    Yang, Yi
    Zheng, Jiangbin
    2013 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV 2013), 2013, : 132 - 137
  • [35] Overview of current development in depth map coding of 3D video and its future
    Chan, Yui-Lam
    Fu, Chang-Hong
    Chen, Hao
    Tsang, Sik-Ho
    IET SIGNAL PROCESSING, 2020, 14 (01) : 1 - 14
  • [36] A NOVEL TRILATERAL FILTER TECHNIQUE FOR DEPTH MAP PROCESSING IN 3D VIDEO CODING
    Guarda, Andre F. R.
    Santos, Joao M.
    Graziosi, Danillo B.
    Rodrigues, Nuno M. M.
    Faria, Sergio M. M.
    2014 3DTV-CONFERENCE: THE TRUE VISION - CAPTURE, TRANSMISSION AND DISPLAY OF 3D VIDEO (3DTV-CON), 2014,
  • [37] Objective Quality Assessment of 3D Stereoscopic Video Based on Motion Vectors and Depth Map Features
    Mahmood, Sawsen Abdulhadi
    Ghani, Rana Fareed
    2015 7TH COMPUTER SCIENCE AND ELECTRONIC ENGINEERING CONFERENCE (CEEC), 2015, : 179 - 183
  • [38] Depth Intra Coding for 3D Video Based on Geometric Primitives
    Merkle, Philipp
    Mueller, Karsten
    Marpe, Detlev
    Wiegand, Thomas
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 26 (03) : 570 - 582
  • [39] Depth-based Block Partitioning for 3D Video Coding
    Jaeger, Fabian
    2013 PICTURE CODING SYMPOSIUM (PCS), 2013, : 410 - 413
  • [40] DEPTH-BASED PREDICTION MODE FOR 3D VIDEO CODING
    Bal, Can
    Nguyen, Truong Q.
    2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 2187 - 2191