DocumentCode :
249863
Title :
Self-adaptive stretch in anamorphic image compression
Author :
Asghari, Mohammad H. ; Jalali, Bahram
Author_Institution :
Depts. of Electr. Eng., Univ. of California, Los Angeles, Los Angeles, CA, USA
fYear :
2014
fDate :
27-30 Oct. 2014
Firstpage :
5571
Lastpage :
5575
Abstract :
Discrete Anamorphic Stretch Transform is a newly introduced physics-based algorithm that compresses the image while preserving vital information. This transform is a reversible nonlinear operation both in terms of amplitude and phase. It reduces the space-bandwidth product by performing self-adaptive stretch where sharp features of the image are preferentially stretched without the need for feature detection or iterative algorithms. Here we present mathematical proof of self-adaptive stretch in anamorphic image compression. We also use the Stretched Modulation Distribution to shows the effect of self-adaptive stretch on the image and identify the proper kernel of the transform that leads to data compression. Experimental results presented here show application of our method as pre-compression to enhance WebP and JPEG 2000 formats.
Keywords :
data compression; discrete transforms; feature extraction; image coding; JPEG 2000 formats; WebP formats; anamorphic image compression; discrete anamorphic stretch transform; mathematical proof; physics-based algorithm; reversible nonlinear operation; self-adaptive stretch; sharp features; space-bandwidth product; stretched modulation distribution; transform kernel; vital information; Bandwidth; Brightness; Image coding; Kernel; Modulation; Transform coding; Transforms; Time stretch dispersive Fourier transform; big data compression; diffractive data compression; self-adaptive stretch; space-bandwidth engineering; warped phase transformation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
Type :
conf
DOI :
10.1109/ICIP.2014.7026127
Filename :
7026127
Link To Document :
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