Improvement of the compression JPEG quality by a Pre-processing algorithm based on Denoising

被引:0
|
作者
Kacem, HLH [1 ]
Kammoun, F [1 ]
Bouhlel, MS [1 ]
机构
[1] High Inst Biotechnol, Res Grp Sci Image Technol & Telecommun, Sfax, Tunisia
关键词
JPEG; pre-treatment; filter; rwPSNR;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For communication and storage efficiency, image data should be substantially compressed. The compression ratio is limited by noise, which degrades the correlation between pixels. Noise can occur during image capture, transmission or processing, and may be dependent on or independent of image content. In this study, we use standard filters that permits to remo e some details of the image and to reduce all possible noise. After filtering, the image is compressed with JPE. By discarding the noise, the compression ratio can be impro ed. This method was erified using 2 images. This techni ue can increase the ratio without significantly affecting the image uality. This process will ha e a great impact on storage and transmission.
引用
收藏
页码:1319 / 1324
页数:6
相关论文
共 50 条
  • [1] A Novel Wavelet Denoising Pre-processing Algorithm for TDOA Localization
    Zhu, Wenping
    Hou, Shujuan
    Yuan, Yuan
    2019 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2019,
  • [2] Quality measurement and use of pre-processing in image compression
    Algazi, VR
    Avadhanam, N
    Estes, RR
    SIGNAL PROCESSING, 1998, 70 (03) : 215 - 229
  • [3] Pre-processing for video compression
    Dong, X
    ICCE - INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, 1996 DIGEST OF TECHNICAL PAPERS, 1996, : 38 - 39
  • [4] Effects of Pre-processing on the ECG Signal Sparsity and Compression Quality
    Khorasani, Sara Monem
    Hodtani, Ghosheh Abed
    Kakhki, Mohammad Molavi
    2018 8TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2018, : 268 - 273
  • [5] Study of a Novel ADM Algorithm with Pre-processing for Performance Improvement
    Sujatha, B. K.
    Satyanarayana, P. S.
    Haribhat, K. N.
    AST: 2009 INTERNATIONAL E-CONFERENCE ON ADVANCED SCIENCE AND TECHNOLOGY, PROCEEDINGS, 2009, : 64 - +
  • [6] Text pre-processing for lossless compression
    Batista, Luis
    Alexandre, Luis A.
    DCC: 2008 DATA COMPRESSION CONFERENCE, PROCEEDINGS, 2008, : 506 - 506
  • [7] Depth Map Pre-processing Algorithm for Compression Based on 3D-HEVC Scheme
    Ding, Hui
    Li, Zhaohui
    Li, Dongmei
    2015 IEEE 16TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT), 2015, : 290 - 294
  • [8] Research of Image Pre-processing Algorithm Based on FPGA
    Yang Yongjin
    Zhou Xinmei
    Xiang Zhongfan
    INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS, 2013, 6 (04): : 1499 - 1515
  • [9] Research of image pre-processing algorithm based on FPGA
    Yongjin, Y. (yangyongjin007@163.com), 1600, Exeley Inc (06):
  • [10] Image pre-processing algorithm based on lateral inhibition
    Zi Fang
    Zhao Dawei
    Zhang Ke
    ICEMI 2007: PROCEEDINGS OF 2007 8TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL II, 2007, : 701 - 705