Effective Retargeting for Image Coding

被引：0
作者：
Hu, Tingxiao [1 ]
Yan, Bo [1 ]
机构：
[1] Fudan Univ, Sch Comp Sci, Shanghai 200433, Peoples R China
来源：
2013 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) | 2013年
关键词：
COMPRESSION;
D O I：
暂无
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：
An effective retargeting scheme is presented in this paper in order to improve the efficiency of image coding. Firstly, we propose to calculate the information loss in image retargeting based on learning. Then before encoding an image, we divide the image into several grids and retarget each grid according to our learning results. The retargeted image can be encoded by the traditional image codec. In the receiver side, with the help of the side information, the compressed image can be decoded and reconstructed. Simulation results show that the proposed scheme is able to provide much higher compression performance compared with the JPEG method.
引用
收藏
页码：873 / 876
页数：4
相关论文
共 15 条
  • [1] [Anonymous], 2007, 2007 IEEE 11 INT C C, DOI DOI 10.1109/ICCV.2007.4409010
  • [2] Seam carving for content-aware image resizing
    Avidan, Shai
    Shamir, Ariel
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2007, 26 (03):
  • [3] Conge D. D., 2010, Proceedings of the 2010 IEEE Workshop on Signal Processing Systems (SiPS 2010), P345, DOI 10.1109/SIPS.2010.5624813
  • [4] Ding YY, 2011, PROC CVPR IEEE, P89, DOI 10.1109/CVPR.2011.5995445
  • [5] Optimized Image Resizing Using Seam Carving and Scaling
    Dong, Weiming
    Zhou, Ning
    Paul, Jean-Claude
    Zhang, Xiaopeng
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2009, 28 (05): : 1 - 10
  • [6] Multifidelity JPEG based compression of images using variable quantisation
    Golner, MA
    Mikhael, WB
    Krishnan, V
    [J]. ELECTRONICS LETTERS, 2001, 37 (07) : 423 - 424
  • [7] Steganalytic features for JPEG compression-based perturbed quantization
    Gul, Gokhan
    Dirik, Ahmet Emir
    Avcibas, Ismail
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2007, 14 (03) : 205 - 208
  • [8] Locally adaptive perceptual image coding
    Höntsch, I
    Karam, LJ
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (09) : 1472 - 1483
  • [9] SIGNAL COMPRESSION BASED ON MODELS OF HUMAN PERCEPTION
    JAYANT, N
    JOHNSTON, J
    SAFRANEK, R
    [J]. PROCEEDINGS OF THE IEEE, 1993, 81 (10) : 1385 - 1422
  • [10] Robust Image Retargeting via Axis-Aligned Deformation
    Panozzo, Daniele
    Weber, Ofir
    Sorkine, Olga
    [J]. COMPUTER GRAPHICS FORUM, 2012, 31 (02) : 229 - 236
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