Algorithm for improving the performance of JPEG image coding

被引:0
|
作者
Wang, DM [1 ]
机构
[1] Commun Res Ctr Canada, Ottawa, ON, Canada
关键词
D O I
暂无
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The standard JPEG algorithm is improved by increasing its compression efficiency and reducing block artifacts. The improved algorithm first uses spatial block prediction to reduce spatial redundancy, then uses DCT, quantization, and entropy coding to compress the prediction errors. The spatial block prediction has two modes: DC prediction and plane prediction, each of them followed by a block smoother. Simulation results show that the improved algorithm achieves a bit rate saving of up to 13.7%, compared with the standard JPEG algorithm. It also improves subjective image quality by reducing blocking artifacts.
引用
收藏
页码:412 / 415
页数:4
相关论文
共 50 条
  • [41] A Complexity Analysis of the JPEG Image Compression Algorithm
    Chiou, Paul T.
    Sun, Yu
    Young, G. S.
    2017 9TH COMPUTER SCIENCE AND ELECTRONIC ENGINEERING (CEEC), 2017,
  • [42] JPEG Image Encryption via TEA Algorithm
    Bagbaba, Ahmet Cagri
    Ors, Berna
    Kayhan, Osman Semih
    Erozan, Ahmet Turan
    2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, : 2090 - 2093
  • [43] Performance Comparison of JPEG, JPEG2000 & JPEG XR Image Compression Standards
    Ozturk, Emir
    Mesut, Altan
    Carus, Aydin
    2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), 2016, : 201 - 204
  • [44] An image quality assessment algorithm used for JPEG compressed image
    Li Ruiling
    Huang Qingmei
    Lu Yan
    ELECTRONIC IMAGING AND MULTIMEDIA TECHNOLOGY V, PTS 1 AND 2, 2008, 6833
  • [45] ON THE PERFORMANCE OF A CONTOUR CODING ALGORITHM IN THE CONTEXT OF IMAGE-CODING .1. CONTOUR SEGMENT CODING
    EDEN, M
    KOCHER, M
    SIGNAL PROCESSING, 1985, 8 (04) : 381 - 386
  • [46] JPEG image encryption with grouping coefficients based on entropy coding
    Yuan, Yuan
    He, Hongjie
    Yang, Yaoling
    Mao, Ningxiong
    Chen, Fan
    Ali, Muqadar
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2023, 97
  • [47] Quality improvement technique for JPEG images with fractal image coding
    Takezawa, M
    Sanada, H
    Watanabe, K
    Haseyama, M
    2005 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS, 2005, : 6320 - 6323
  • [48] The JPEG2000 still image coding system: An overview
    Christopoulos, C
    Skodras, A
    Ebrahimi, T
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2000, 46 (04) : 1103 - 1127
  • [49] JPEG2000 image coding system theory and applications
    Skodras, Athanassios N.
    Ebrahimi, Touradj
    2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 3866 - +
  • [50] Two-layer image coding compatible with JPEG XS
    Kobayashi, Hiroyuki
    Kiya, Hitoshi
    INTERNATIONAL WORKSHOP ON ADVANCED IMAGING TECHNOLOGY (IWAIT) 2021, 2021, 11766