A new region-of-interest image compression method based on Wyner-Ziv coding

被引:0
|
作者
Ding, GG [1 ]
Dai, QH [1 ]
Yang, F [1 ]
Yin, YG [1 ]
机构
[1] Tsing Hua Univ, Dept Automat, Broadband Networks & Digital Media Lab, Beijing 100084, Peoples R China
关键词
region-of-interest; Wyner-Ziv coding; JPEG2000; image coding;
D O I
10.1117/12.631569
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
The JPEG2000 image coding standard defines two kinds of region of interest (ROI) compression methods--the general scaling based method and the maximum shift (maxshift) method. There are two major drawbacks of the two methods. First, they would significantly reduce the compression efficiency by increasing the dynamic range (or number of bitplanes) of wavelet coefficients. Second, they do not have the especial protection for the ROI against the bit errors in image communication application, i.e., remote medical treatment and Satellite Communication. When the bit errors occurred, the reconstruction quality of ROI and BG would reduce at the same time. In this paper, a new and flexible ROI image compression method is proposed according to the Wyner-Ziv theorem on source coding with side information. The reconstructed low quality ROI is regard as a noisy version of original ROI in the proposed method. So, along with the parity bits from the original ROI, the reconstructed low quality ROI as side information can be utilized to Turbo decoder to decode the high quality ROL Our experimental results show that the proposed method applying the Wyner-Ziv coding to ROI compression can highly improve the compression efficiency as well as efficiently protect the ROI against the bit errors.
引用
收藏
页码:849 / 856
页数:8
相关论文
共 50 条
  • [21] AN EVALUATION OF THE WYNER-ZIV RATE REGION
    MACKENTHUN, KM
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1980, 26 (03) : 347 - 350
  • [22] Wyner-Ziv video coding with part intracoding
    Ding, Guiguang
    [J]. PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS, 2007, : 230 - 234
  • [23] Error concealment in pixel based Wyner-Ziv video coding
    Yuan C.
    Han C.
    Wang Y.
    Zhang N.
    Zhang Z.
    Zhu X.
    Li X.
    Qu D.
    [J]. High Technology Letters, 2019, 25 (03) : 340 - 346
  • [24] Motion linearity based skip decision for Wyner-Ziv coding
    Do, Taewon
    Shim, Hiuk Jae
    Jeon, Byeungwoo
    [J]. 2009 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 2, 2009, : 410 - 413
  • [25] Error concealment in pixel based Wyner-Ziv video coding
    袁承宗
    Han Chuanzhao
    Wang Yan
    Zhang Ning
    Zhang Zhen
    Zhu Xinzhong
    Li Xian
    Qu Di
    [J]. High Technology Letters, 2019, 25 (03) : 340 - 346
  • [26] On the modeling of motion in Wyner-Ziv video coding
    Tagliasacchi, M.
    Tubaro, S.
    Sarti, A.
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 593 - +
  • [27] UNIVERSAL WYNER-ZIV CODING FOR GAUSSIAN SOURCES
    Dupraz, Elsa
    Roumy, Aline
    Kieffer, Michel
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 5132 - 5135
  • [28] Towards practical Wyner-Ziv coding of video
    Aaron, A
    Setton, E
    Girod, B
    [J]. 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS, 2003, : 869 - 872
  • [29] Bidirectionally decodable Wyner-Ziv video coding
    Fan, Xiaopeng
    Au, Oscar
    Chen, Yan
    Zhou, Jiantao
    Ma, Mengyao
    [J]. PROCEEDINGS OF 2008 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-10, 2008, : 1404 - 1407
  • [30] WYNER-ZIV VIDEO CODING WITH BLOCK CLASSIFICATION
    Wang, Yangli
    Jeong, Jechang
    Wu, Chengke
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-4, 2008, : 741 - +