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Text and Image Compression based on Data Mining Perspective Cover

Text and Image Compression based on Data Mining Perspective

By: C. Oswald and  B. Sivaselvan  
Open Access
|Jun 2018

Figures & Tables

dsj-17-808-g1.png
Figure 1

Flow Chart of GA78.

dsj-17-808-g2.png
Figure 2

Graph of text T for GA78.

Table 1

Simulation results of various Text Corpora.

Corpus/Size (kB)Compression Ratio CrTime(sec)
FPH-AS/CHFPH-HB/UHEGA78LZ78AEgzipFPH-AS/CHFPH-HB/GA78LZ78AEgzip
alphabet/98242.13
1.67
416.6692.251.67302.1529485
0.1
18.010.060.0612.87
bible/39532.83
1.82
2.862.652.652.061.841.9124272
34.37
112329.056.230.7824.21
Reviews/102,3994.97
1.61
2.522.542.792.511.611.81442.6
1600
3710248.4329.2911.925.65
plrabn12/4702.25
2.19
2.242.381.931.421.752.284.72
5.63
47.473.621.740.083.5
world192/24152.37
1.58
2.482.152.591.971.591.7516509.5
50.53
613.890.364.810.7216.32
dsj-17-808-g3.png
Figure 3

min_supp vs Compression ratio for bible.

dsj-17-808-g4.png
Figure 4

min_supp vs time for bible.

dsj-17-808-g5.png
Figure 5

k vs Compression ratio for Lena.

dsj-17-808-g6.png
Figure 6

k vs PSNR for Lena.

dsj-17-808-g7.png
Figure 7

(a) Lena Input Image (b), (c) and (d) are decompressed images at k = 8, k = 15 and k = 24 respectively at α = 46%.

Language: English
Submitted on: Mar 18, 2018
Accepted on: May 8, 2018
Published on: Jun 7, 2018
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2018 C. Oswald, B. Sivaselvan, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.