Light Field Image Compression Scheme Based on MVD Coding Standard

被引:3
|
作者
Huang, Xinpeng [1 ]
An, Ping [1 ]
Shen, Liquan [1 ]
Li, Kai [1 ]
机构
[1] Shanghai Univ, Sch Commun & Informat Engn, 149 Yanchang Rd, Shanghai 200072, Peoples R China
基金
中国国家自然科学基金;
关键词
LFI compression; MVD; EPI; DEPTH ESTIMATION;
D O I
10.1007/978-3-319-77380-3_8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a new Light Field Image (LFI) compression scheme based on Multiview Video plus Depth (MVD) coding architecture. Through LF function analysis, we preliminarily estimate depth map according to the concept of Epipolar Plane Image (EPI). Such a rough estimation causes some error pixels within initial depth map, so we design a weighting mean filter to smooth the inaccurate region. The final estimated depth maps can be encoded by MVD coding standard jointly with a small number of viewpoint images in LFI, so as to improve compression efficiency of LFI. Ultimately, massive experiments are conducted on 4 LFIs to verify the effectiveness of the proposed compression scheme. The simulated results demonstrate that our LFI compression scheme can achieve a high LFI compression performance and outperform the-state-of-art coding solution.
引用
收藏
页码:79 / 88
页数:10
相关论文
共 50 条
  • [1] Encryption Before Compression Coding Scheme for JPEG Image Compression Standard
    Puchala, Dariusz
    Stokfiszewski, Kamil
    Yatsymirskyy, Mykhaylo
    2020 DATA COMPRESSION CONFERENCE (DCC 2020), 2020, : 313 - 322
  • [2] Light Field Image Compression Based on Preprocessing and High Efficiency Coding
    Perra, Cristian
    2016 24TH TELECOMMUNICATIONS FORUM (TELFOR), 2016, : 917 - 920
  • [3] A new lossless compression scheme based on Huffman coding scheme for image compression
    Hu, YC
    Chang, CC
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2000, 16 (04) : 367 - 372
  • [4] Efficient image compression scheme based on differential coding
    Zhu, Li
    Wang, Guoyou
    Liu, Ying
    REMOTE SENSING AND GIS DATA PROCESSING AND APPLICATIONS; AND INNOVATIVE MULTISPECTRAL TECHNOLOGY AND APPLICATIONS, PTS 1 AND 2, 2007, 6790
  • [5] Light field image compression using Versatile Video Coding
    Avramelos, Vasileios
    De Praeter, Johan
    Van Wallendael, Glenn
    Lambert, Peter
    2019 IEEE 9TH INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE-BERLIN), 2019, : 70 - 75
  • [6] Zerotree coding scheme in image compression
    Hou, CH
    Ma, XC
    ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1998, : 845 - 848
  • [7] Zerotree coding scheme in image compression
    Hou, Chaohuan
    Ma, Xiaochuan
    International Conference on Signal Processing Proceedings, ICSP, 1998, 1 : 845 - 848
  • [8] A Scheme of image coding with high compression
    Tang Xianghong He Zhenhua Deparment of Educational TechnologySouthwest China Normal UniversityChongqing Deparment of Information Engineering and GeophysicsChengdu Institute of TechnologyChengdu
    西南师范大学学报(自然科学版), 1999, (05) : 556 - 561
  • [9] Wavelet based hierarchical coding scheme for radar image compression
    Sheng, Wen
    Jiao, Xiaoli
    He, Jifeng
    MIPPR 2007: MEDICAL IMAGING, PARALLEL PROCESSING OF IMAGES, AND OPTIMIZATION TECHNIQUES, 2007, 6789
  • [10] A new image compression scheme based on locally adaptive coding
    Chang, Chin-Chen
    Chou, Yung-Chen
    Lin, Chia-Chen
    ISM 2007: NINTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, PROCEEDINGS, 2007, : 14 - +