Coding of Focused Plenoptic Contents by Displacement Intra Prediction

被引:54
|
作者
Li, Yun [1 ]
Sjostrom, Marten [1 ]
Olsson, Roger [1 ]
Jennehag, Ulf [1 ]
机构
[1] Mid Sweden Univ, S-85170 Sundsvall, Sweden
关键词
Compression; High Efficiency Video Coding (HEVC); light field; plenoptic images; plenoptic videos; COMPRESSION;
D O I
10.1109/TCSVT.2015.2450333
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A light field is commonly described by a two-plane representation with four dimensions. Refocused 3D contents can be rendered from light field images. A method for capturing these images is using cameras with microlens arrays. A dense sampling of the light field results in large amounts of redundant data. Therefore, an efficient compression is vital for a practical use of these data. In this paper, we propose a displacement intra prediction scheme with a maximum of two hypotheses for the compression of plenoptic contents from focused plenoptic cameras. The proposed scheme is further implemented into High Efficiency Video Coding (HEVC). The work is aiming at efficiently coding plenoptic captured contents without knowing underlying camera geometries. In addition, the theoretical analysis of the displacement intra prediction for plenoptic images is explained; the relationship between the compressed captured images and their rendered quality is also analyzed. Evaluation results show that plenoptic contents can be efficiently compressed by the proposed scheme. Bit rate reduction up to 60% over HEVC is obtained for plenoptic images, and more than 30% is achieved for the tested video sequences.
引用
收藏
页码:1308 / 1319
页数:12
相关论文
共 50 条
  • [21] Intra Prediction Method for Depth Video Coding by Block Clustering through Deep Learning
    Lee, Dong-seok
    Kwon, Soon-kak
    SENSORS, 2022, 22 (24)
  • [22] Intra Prediction Using In-Loop Residual Coding for the post-HEVC Standard
    Abdoli, Mohsen
    Henry, Felix
    Brault, Patrice
    Duhamel, Pierre
    Dufaux, Frederic
    2017 IEEE 19TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP), 2017,
  • [23] Fast Coding Unit splitting algorithm for high efficiency video coding intra prediction
    Qi, Mei-Bin
    Chen, Xiu-Li
    Yang, Yan-Fang
    Jiang, Jian-Guo
    Jin, Yu-Long
    Zhang, Jun-Jie
    Chen, X.-L. (xiulichen0927@163.com), 1699, Science Press (36): : 1699 - 1705
  • [24] MODE DEPENDENT DCT/DST FOR INTRA PREDICTION IN BLOCK-BASED IMAGE/VIDEO CODING
    Saxena, Ankur
    Fernandes, Felix C.
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011, : 1685 - 1688
  • [25] A New Block-Based Method for HEVC Intra Coding
    Chen, Chen
    Zhu, Shuyuan
    Zeng, Bing
    Gabbouj, Moncef
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 27 (08) : 1727 - 1736
  • [26] Depth estimation and camera calibration of a focused plenoptic camera for visual odometry
    Zeller, Niclas
    Quint, Franz
    Stilla, Uwe
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2016, 118 : 83 - 100
  • [27] Local Geometry-Based Intra Prediction for Octree-Structured Geometry Coding of Point Clouds
    Wang, Zhecheng
    Wan, Shuai
    Wei, Lei
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 33 (02) : 886 - 896
  • [28] Enhanced Intra Prediction for Video Coding by Using Multiple Neural Networks
    Sun, Heming
    Cheng, Zhengxue
    Takeuchi, Masaru
    Katto, Jiro
    IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 22 (11) : 2764 - 2779
  • [29] On the accuracy potential of focused plenoptic camera range determination in long distance operation
    Sardemann, Hannes
    Maas, Hans-Gerd
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2016, 114 : 1 - 9
  • [30] NARROW FIELD-OF-VIEW VISUAL ODOMETRY BASED ON A FOCUSED PLENOPTIC CAMERA
    Zeller, N.
    Quint, F.
    Stilla, U.
    PIA15+HRIGI15 - JOINT ISPRS CONFERENCE, VOL. II, 2015, 2-3 (W4): : 285 - 292