Perceptually lossless image coding of digital medical mammograms with arithmetic visual pruning

被引:0
|
作者
Wu, David [1 ]
Tan, Damian M. [1 ]
Wu, Hong Ren [1 ]
机构
[1] RMIT Univ, Sch Elect & Elect Engn, Melbourne, Vic 3001, Australia
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A method of encoding digital medical mammograms is presented in this paper. Based on the JPEG2000 coding framework and embedded with an advanced perceptual distortion measure, the proposed coder identifies and removes visually insignificant/irrelevant information, so as to achieve perceptually lossless quality. Compared with the state-of-the-art JPEG compliant LOCO lossless coder and JPEG2000 lossless coder, current results have shown compression ratio gains in bit-rate without any loss of visual fidelity.
引用
收藏
页码:814 / +
页数:3
相关论文
共 50 条
  • [41] A New Semiparametric Finite Mixture Model-Based Adaptive Arithmetic Coding for Lossless Image Compression
    Atef Masmoudi
    Afif Masmoudi
    William Puech
    Circuits, Systems, and Signal Processing, 2016, 35 : 1163 - 1186
  • [42] Wavelet based lossless image compression using partial SPIHT and bit plane based arithmetic coding
    Abu-Hajar, A
    Sankar, R
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 3497 - 3500
  • [43] AN EFFICIENT ADAPTIVE ARITHMETIC CODING FOR BLOCK-BASED LOSSLESS IMAGE COMPRESSION USING MIXTURE MODELS
    Masmoudi, Atef
    Masmoudi, Afif
    Puech, William
    2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 5646 - 5650
  • [44] An improved lossless image compression based arithmetic coding using mixture of non-parametric distributions
    Atef Masmoudi
    William Puech
    Afif Masmoudi
    Multimedia Tools and Applications, 2015, 74 : 10605 - 10619
  • [45] MASSIVELY PARALLEL LOSSLESS COMPRESSION OF MEDICAL IMAGES USING LEAST-SQUARES PREDICTION AND ARITHMETIC CODING
    Weinlich, Andreas
    Rehm, Johannes
    Amon, Peter
    Hutter, Andreas
    Kaup, Andre
    2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 1680 - 1684
  • [46] A segmentation-based lossless image coding method for high-resolution medical image compression
    Shen, L
    Rangayyan, RM
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 1997, 16 (03) : 301 - 307
  • [47] Efficient lossless coding of medical image volumes using reversible integer wavelet transforms
    Bilgin, A
    Zweig, G
    Marcellin, MW
    DCC '98 - DATA COMPRESSION CONFERENCE, 1998, : 428 - 437
  • [48] EXPERIMENTAL COMPARISON OF LOSSLESS IMAGE CODERS FOR MEDICAL APPLICATIONS Binary adaptive coding verification
    Przelaskowski, Artur
    COMPUTER VISION AND GRAPHICS (ICCVG 2004), 2006, 32 : 216 - 221
  • [49] Two-Stage Golomb - Context-Adaptive Binary Arithmetic Coders Coding in Lossless Image Compression
    Frydrychowicz, Malgorzata
    Ulacha, Grzegorz
    ADVANCES IN SCIENCE AND TECHNOLOGY-RESEARCH JOURNAL, 2024, 18 (06) : 62 - 85
  • [50] An Integrated Approach for Lossless Image Compression Using CLAHE, Two-Channel Encoding and Adaptive Arithmetic Coding
    Kumar P.R.R.
    Prabhakar M.
    SN Computer Science, 5 (5)