Title :
Some remarks on very high-rate image compression and its impact on security image data subjective evaluation
Author :
Klima, Milos ; Kloucek, Vit
Author_Institution :
Fac. of Electr. Eng., Czech Tech. Univ., Praha, Czech Republic
Abstract :
The paper deals with selected problems of image transmission through extremely narrow communication channels using very high compression rates. Such conditions are very common in the security technology field. The same problem relates to image retrieval systems when limited storage capacity is available. As an example of a typical security scenario, a seven-segment display was chosen and compressed at various rates. The subjective identification threshold was consequently evaluated. Four recent compression techniques were involved: JPEG (DCT), LuraWave (WT), JPEG2000 (WT) and fractals. Relevant compression rates were evaluated for the identification threshold and the standard test image LENA was processed under identical conditions. The results are discussed.
Keywords :
data compression; discrete cosine transforms; fractals; image coding; image retrieval; security; wavelet transforms; JPEG; JPEG2000; LENA test image; LuraWave; fractals; image retrieval systems; image transmission; limited storage capacity; narrow communication channels; security image data subjective evaluation; seven-segment display; subjective identification threshold; very high-rate image compression; Communication channels; Communication system security; Data security; Discrete cosine transforms; Displays; Image coding; Image communication; Image retrieval; Image storage; Transform coding;
Conference_Titel :
Security Technology, 2002. Proceedings. 36th Annual 2002 International Carnahan Conference on
Print_ISBN :
0-7803-7436-3
DOI :
10.1109/CCST.2002.1049251