A New Scheme of Distributed Video Coding Based on Compressive Sensing and Intra-Predictive Coding

被引：2
作者：
Kurihara, Shin [1 ]
Hirokawa, Suguru [1 ]
Kikuchi, Hisakazu [1 ]
机构：
[1] Niigata Univ, Dept Elect & Elect Engn, Niigata 9502181, Japan
来源：
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | 2017年 / E100D卷 / 09期
关键词：
video compression; distributed coding; compressive sensing; RECONSTRUCTION;
D O I：
10.1587/transinf.2016PCP0009
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Compressive sensing is attractive to distributed video coding with respect to two issues: low complexity in encoding and low data rate in transmission. In this paper, a novel compressive sensing-based distributed video coding system is presented based on a combination of predictive coding and Wyner-Ziv difference coding of compressively sampled frames. Experimental results show that the data volume in transmission in the proposed method is less than one tenth of the distributed compressive video sensing. The quality of decoded video was evaluated in terms of PSNR and structural similarity index as well as visual inspections.
引用
收藏
页码：1944 / 1952
页数：9
相关论文
共 50 条
  • [31] Secure Image Coding Based on Compressive Sensing with Optimized Rate-Distortion
    Xiao, Di
    Lan, Shuwen
    INFORMATION AND COMMUNICATIONS SECURITY (ICICS 2021), PT II, 2021, 12919 : 125 - 141
  • [32] Compressive sensing based coding method for M/LWD transmission
    Zhang Yu
    Xiong Ke
    Qiu Zheng-Ding
    Wang Sheng-Hui
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2013, 56 (01): : 335 - 347
  • [33] Compressed Sensing based Adaptive Video Coding for Resource Constrained Devices
    Rehman, Atif ur
    Shah, Ghalib A.
    Tahir, Muhammad
    2016 INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC), 2016, : 170 - 175
  • [34] RATE-DISTORITON ANALYSIS FOR COMPRESSIVE SENSING BASED CODING
    Jiang, Wei
    Yang, Junjie
    PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING (ICALIP), 2016, : 332 - 335
  • [35] Adaptive depth map coding algorithm based on compressive sensing
    Bai, H.-H. (hhbai@bjtu.edu.cn), 1600, Science Press (36): : 46 - 52
  • [36] Fast intra coding unit decision for high efficiency video coding based on statistical information
    Lee, Dokyung
    Jeong, Jechang
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2017, 55 : 121 - 129
  • [37] Wyner-Ziv Coding of Video using Compressive Sensing Without Feedback Channel
    Gan, Zongliang
    Qi, Lina
    Zhu, Xiuchang
    2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 1129 - 1132
  • [38] Compressive Sensing Depth Video Coding via Gaussian Mixture Models and Object Edges
    Wang, Kang
    Lan, Xuguang
    Li, Xiangwei
    Yang, Meng
    Zheng, Nanning
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2017, PT I, 2018, 10735 : 96 - 104
  • [39] Perceptually-aware Distributed Compressive Video Sensing
    Xu, Jin
    Djahel, Soufiene
    Qiao, Yuansong
    Fu, Zhizhong
    2015 VISUAL COMMUNICATIONS AND IMAGE PROCESSING (VCIP), 2015,
  • [40] Joint image compression-encryption scheme using entropy coding and compressive sensing
    Song, Yanjie
    Zhu, Zhiliang
    Zhang, Wei
    Guo, Li
    Yang, Xue
    Yu, Hai
    NONLINEAR DYNAMICS, 2019, 95 (03) : 2235 - 2261
12345