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Pattern Matching Image Compression: Algorithmic and Empirical Results (1995)  (Make Corrections)  (11 citations)
Mikhail Atallah, Yann Genin, Wojciech Szpankowski
IEEE Transactions on Pattern Analysis and Machine Intelligence



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Abstract: We propose a non-transform image compression scheme based on approximate pattern matching, that we name Pattern Matching Image Compression (PMIC). The main idea behind it is a lossy extension of the Lempel-Ziv data compression scheme in which one searches for the longest prefix of an uncompressed image that approximately (e.g., D% of mismatches are allowed) occurs in the already processed image. This main algorithm is enhanced with several new features such as searching for reverse approximate... (Update)

Context of citations to this paper:   More

.... have introduced extensions of the Lempel Ziv algorithm for lossy image compression, and, more recently, Szpankowski and his collaborators [2][1] have developed numerous practical algorithms for image and video compression, producing extensive experimental results that...

...also be extremely slow. In terms of practical algorithms, the utility of pattern matching base methods has been extensively studied; see [5][1] and the references therein. A di erent approach to using pattern matching for adaptive lossy compression was introduced in [95] 96]...

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BibTeX entry:   (Update)

M. Atallah, Y. Genin, and W. Szpankowski, Pattern Matching Image Compression: Algorithmic and Empirical Results, http://citeseer.ist.psu.edu/article/atallah95pattern.html   More

@article{ atallah99pattern,
    author = "Mikhail J. Atallah and Yann Genin and Wojciech Szpankowski",
    title = "Pattern Matching Image Compression: Algorithmic and Empirical Results",
    journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
    volume = "21",
    number = "7",
    pages = "614-627",
    year = "1999",
    url = "citeseer.ist.psu.edu/article/atallah95pattern.html" }
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654   Fundamentals of Digital Image Processing (context) - Jain - 1989
458   A Universal Algorithm for Sequential Data Compression - Ziv, Lempel - 1977
345   Vector Quantization and Signal Compression (context) - Gersho, Gray - 1992
293   Compression of Individual Sequences via Variable-rate Coding - Ziv, Lempel - 1978
204   Oxford University Press (context) - Crochemore, Rytter et al. - 1995
195   Image Compression Through Wavelet Transform Coding (context) - DeVore, Jawerth et al. - 1992
172   A Space Economical Suffix Tree Construction Algorithm (context) - McCreight - 1976
110   Rate Distortion Theory: A Mathematical Basis for Data Compre.. (context) - Berger - 1971
88   Digital Image Compression Techniques (context) - Rabbani, Jones - 1991
53   Generalized String Matching (context) - Abrahamson - 1987
48   Fractal Image Compression Using Iterated Transforms (context) - Fisher, Jacobs et al. - 1992
45   Visual Perception (context) - Cornsweet - 1970
43   Data Structures and Algorithms for Approximate String Matchi.. (context) - Galil, Giancarlo - 1988
41   Some Asymptotic Properties of the Entropy of a Stationary Er.. (context) - Wyner, Ziv - 1989
35   Line Universal Lossy Data Compression Algorithm via Continuo.. (context) - Zhang, Wei et al.
31   Expected Asymptotic Behaviors (context) - Szpankowski, Suffix et al. - 1993
30   the Performance of Data Compression Algorithms Based upon St.. (context) - Yang, Kieffer - 1995
24   An Algorithm for Source Coding Subject to a Fidelity Criteri.. (context) - Steinberg, Gutman - 1993
21   Self-Alignments in Words and Their Applications - Apostolico, Szpankowski - 1992
19   A Suboptimal Lossy Data Compression Based in Approximate Pat.. - Luczak, Szpankowski - 1994
13   The Erdos-R'enyi Strong Law for Pattern Matching with Given .. (context) - Arratia, Waterman - 1989
12   A Lossy Data Compression Based on String Matching: Prelimina.. - Luczak, Szpankowski - 1994
10   Simple Universal Lossy Data Compression Schemes Derived From.. (context) - Yang, Kieffer - 1995
10   Distortion-rate Theory for Individual Sequences (context) - Ziv - 1980
10   Lossy Compression with the Lempel-Ziv Algorithm (context) - Finamore, Carvalho et al. - 1993
9   Universal Almost Sure Data Compression (context) - Ornstein, Shields - 1990
6   Asymptotic Properties of algorithms of Data Compression with.. (context) - Koga, Arimoto - 1994
5   A Survey of the Theory of Source Coding with a Fidelity Crit.. (context) - Kieffer - 1993
5   Pattern matching with mismatches: A probabilistic analysis a.. (context) - Atallah, Jacquet et al. - 1992
3   On Approximate String Matching (context) - Sadeh - 1993
3   A Typical Behavior of Some Data Compression Schemes (context) - Szpankowski - 1991
2   Private Correspondence (context) - Kieffer



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