Simulated Annealing Algorithm for 2D Image Compression

被引：3
|
作者：
Moreno-Bernal, Pedro [1 ]
Antonio Cruz-Chavez, Marco
Rodriguez-Leon, Abelardo
Lopez, Otoniel
Malumbres, Manuel P.
Martinez-Rangel, Martin G.
Martinez-Oropeza, Alina [1 ]
Martinez-Bahena, Beatriz [1 ]
Yanel Juarez-Chavez, Jazmin [1 ]
机构：
[1] Posgrad Ingn & Ciencias Aplicadas, Cuernavaca 62209, Morelos, Mexico
来源：
2012 IEEE NINTH ELECTRONICS, ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE (CERMA 2012) | 2012年
关键词：
D O I：
10.1109/CERMA.2012.28
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper a new sign coding approximation method for the wavelet coefficients in a 2D image codec based on a simulated annealing metaheuristic is presented. The efficiency of the proposed algorithm versus a genetic algorithm using benchmarks of Kodak is compared and showing that the proposed sign prediction algorithm is efficient and provides a significant reduction of wavelet coefficients sign information in the final bit-stream. The results show that, by including sign coding capabilities to a non-embedded encoder, the sign compression gain is up to 17.35%, being the rate-distortion (R/D) performance improvement up to 0.25 dB.
引用
收藏
页码：129 / 134
页数：6
相关论文
共 50 条
  • [1] Fast 2D Walsh transform for the truecolor image compression algorithm
    Karagodin, MA
    Burkatovskaya, JB
    Osokin, AN
    Korus 2005, Proceedings, 2005, : 634 - 636
  • [2] Statistical Reconstruction of 3D Paper Structure Using Simulated Annealing Algorithm Based on 2D Scanning Electron Microscopy Image
    Xu, Jie
    Liu, Yin
    Li, Jiaqin
    Shen, Wenhao
    Corriou, Jean-Pierre
    JOURNAL OF NATURAL FIBERS, 2022, 19 (16) : 13815 - 13830
  • [3] 2D Path Planning for UAVs in Radar Threatening Environment using Simulated Annealing Algorithm
    Turker, Tolgahan
    Sahingoz, Ozgur Koray
    Yilmaz, Guray
    2015 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS'15), 2015, : 56 - 61
  • [4] 2D Otsu Segmentation Algorithm Based on Simulated Annealing Genetic Algorithm for Iced-cable Images
    Sun Fengjie
    Wang He
    Fan Jieqing
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 600 - 602
  • [5] 2D Gaussian Splatting for Image Compression
    Zhang, Pingping
    Liu, Xiangrui
    Wang, Meng
    Wang, Shiqi
    Kwong, Sam
    APSIPA TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING, 2024, 13 (06)
  • [6] Image Compression by 2D Motif Basis
    Amelio, Alessia
    Apostolico, Alberto
    Rombo, Simona E.
    2011 DATA COMPRESSION CONFERENCE (DCC), 2011, : 153 - 162
  • [7] Shape optimization of 2D structures using simulated annealing
    Sonmez, Fazil O.
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2007, 196 (35-36) : 3279 - 3299
  • [8] Image compression based on 2D Discrete Fourier Transform and matrix minimization algorithm
    Rasheed, Mohammed H.
    Salih, Omar M.
    Siddeq, Mohammed M.
    Rodrigues, Marcos A.
    ARRAY, 2020, 6
  • [9] Image compression and encryption algorithm based on 2D compressive sensing and hyperchaotic system
    Liu, JinLong
    Zhang, Miao
    Tong, Xiaojun
    Wang, Zhu
    MULTIMEDIA SYSTEMS, 2022, 28 (02) : 595 - 610
  • [10] Image compression and encryption algorithm based on 2D compressive sensing and hyperchaotic system
    JinLong Liu
    Miao Zhang
    Xiaojun Tong
    Zhu Wang
    Multimedia Systems, 2022, 28 : 595 - 610
12345