International Journal of Image, Graphics and Signal Processing (IJIGSP)
IJIGSP Vol. 8, No. 4, 8 Apr. 2016
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Effect of Single and Multiple ROI Coding on JPEG2000 Performance
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Author(s)
Index Terms
EBCOT, Implicit, JPEG2000, Maxshift, Multiple ROI, Post Compression Rate Distortion
Abstract
Images are an integral part of advertisements. Images make the web pages heavy. It increases the response time if the size of the image is large and or available bandwidth is low. The consequence of it is viewer may lose his interest in the particular advertisement if he has to wait for a longer time. Image compression is one of the solutions to this problem. In advertisement images, ROI is of prime importance. Though the context of ROI and background regions are not of prime importance, they cannot be totally discarded. This paper investigates the effect of ROI coding on JPEG2000 performance. It proposes Multiple ROI (MROI) coding for compression of natural and advertisement images at moderate compression ratio. The proposed MROI coding prioritizes ROI codeblocks according to the ROI importance, and contribution of ROI in the specific ROI codeblock. It improves fine-grain accuracy at codeblock level also efficiently utilize the given bit budget with a negligible increase in encoding time.
Cite This Paper
Omprakash S. Rajankar, Uttam D.Kolekar,"Effect of Single and Multiple ROI Coding on JPEG2000 Performance", International Journal of Image, Graphics and Signal Processing(IJIGSP), Vol.8, No.4, pp.29-38, 2016. DOI: 10.5815/ijigsp.2016.04.04
Reference
[1]O. Rajankar and U. Kolekar, "Generalized Multiple ROI Prioritization in JPEG2000 for Natural Images," vol. 6, no. 2, pp. 1636–1642, 2015.
[2]R. Grosbois, D. Santa-Cruz, and T. Ebrahimi, "New approach to JPEG 2000 compliant Region Of Interest coding," in SPIE' s 46th annual meeting, Applications of Digital Image Processing XXIV, 2001, vol. 4472, pp. 267–275.
[3]Z. Wang, S. Member, and A. C. Bovik, "Bitplane-by-Bitplane Shift ( BbBShift )— Image Coding," Signal Process. Lett. IEEE, vol. 9, no. 5, pp. 2000–2002, 2002.
[4]Z. W. Z. Wang, S. Banerjee, B. L. Evans, and a. C. Bovik, "Generalized bitplane-by-bitplane shift method for JPEG2000 ROI coding," Proceedings. Int. Conf. Image Process., vol. 3, pp. III–81,III–84 vol3,2002, 2002.
[5]D. Taubman, "High performance scalable image compression with EBCOT," IEEE Trans. Image Process., 2000.
[6]D. S. Taubman and M. W. Marcellin, JPEG 2000: Image Compression Fundamentals, Standards and Practice. Norwell, MA, USA: The Kluwer International Series in Engineering and Computer Science., 2001.
[7]Y. X. Y. Xie and G.-Q. H. G.-Q. Han, "ROI coding with separated code block," 2005 Int. Conf. Mach. Learn. Cybern., vol. 9, no. August, pp. 18–21, 2005.
[8]H. Yang, M. Long, and H.-M. Tai, "Region-of-interest image coding based on EBCOT," IEE Proceedings - Vision, Image, and Signal Processing, vol. 152, no. 5. p. 590, 2005.
[9]A. N. Nguyen, "Importance Prioritised Image Coding in JPEG 2000," Queensland University of Technology, 2005.
[10]D. S. Taubman, M. W. Marcellin, and M. Rabbani, "JPEG2000: Image Compression Fundamentals, Standards and Practice," Journal of Electronic Imaging. 2002.
[11]J. Bartrina-Rapesta, J. Serra-Sagristà, F. Aulí-Llinàs, and J. M. Gómez, "JPEG2000 ROI coding method with perfect fine-grain accuracy and lossless recovery," in Conference Record - Asilomar Conference on Signals, Systems and Computers, 2009, vol. 16, no. 1, pp. 558–562.
[12]Z. Wang and A. C. Bovik, "A universal image quality index," IEEE Signal Process. Lett., vol. 9, no. 3, pp. 81–84, 2002.
[13]O. S. Rajankar and U. D.Kolekar, "Scale Space Reduction with Interpolation to Speed up Visual Saliency Detection," Int. J. Image, Graph. Signal Process., vol. 7, no. 8, pp. 58–65, Jul. 2015.
[14]A. P. Bradley, F. W. M. Stentiford, I. Abradleyunsweduau, and F. W. M. S. Fredstentifordbtcom, "JPEG 2000 and Region of Interest Coding," no. January, pp. 303–308, 2002.
[15]M. Boliek, C. Christopoulos, and E. Majani, "JPEG 2000 Part I Final Committee Draft Version 1.0," 2000.