CFP last date
20 December 2024
Reseach Article

Scalable Video Compression by Employing TEMPO-SPA Arrangement along with Combined ADCT, Retaining-RLE Method

by Raghu K
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 88 - Number 11
Year of Publication: 2014
Authors: Raghu K
10.5120/15397-3922

Raghu K . Scalable Video Compression by Employing TEMPO-SPA Arrangement along with Combined ADCT, Retaining-RLE Method. International Journal of Computer Applications. 88, 11 ( February 2014), 20-24. DOI=10.5120/15397-3922

@article{ 10.5120/15397-3922,
author = { Raghu K },
title = { Scalable Video Compression by Employing TEMPO-SPA Arrangement along with Combined ADCT, Retaining-RLE Method },
journal = { International Journal of Computer Applications },
issue_date = { February 2014 },
volume = { 88 },
number = { 11 },
month = { February },
year = { 2014 },
issn = { 0975-8887 },
pages = { 20-24 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume88/number11/15397-3922/ },
doi = { 10.5120/15397-3922 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:07:21.176881+05:30
%A Raghu K
%T Scalable Video Compression by Employing TEMPO-SPA Arrangement along with Combined ADCT, Retaining-RLE Method
%J International Journal of Computer Applications
%@ 0975-8887
%V 88
%N 11
%P 20-24
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Motion based prediction used for video coding is an efficient method in the field of video compression. But the complexity and computation time involved in this method is a burden to apply them in real time applications. In this paper, an arrangement of video frames in temporal-spatial (TEMPO-SPA) domain, which is 3D to 2D mapping of video signals is proposed. As video signals are more redundant in temporal domain compared to spatial domain, the video frames are arranged in such a manner to exploit both temporal and spatial redundancies to achieve good compression ratio. In order to reduce the time and complexity of DCT computation, Approximated DCT (ADCT) is used along with combined Retaining-RLE method. ADCT is an approximation of DCT, whose transformation matrix contains most of them zeros which reduces the number of multiplications involved in the normal DCT computation. The quantized 8x8 blocks are then encoded by combination of Retaining and Run Length Encoding (RLE) methods. Out of 64 quantized coefficients in an 8x8 block, only certain number of coefficients is retained while zig-zag scanning order and RLE is applied to this retained sequence of coefficients to reduce the data in retained sequence. Thus providing high level of compression compared to previous compression standards.

References
  1. G. Suresh, P. Epsiba, Dr. M. Rajaram, Dr. S. N. Sivanandam. IJCSNS June 2010. Scalable ACC-DCT based Video compression using up/down sampling.
  2. K. Saraswathy, D. Vaithiyanathan, R. Seshasayanan. IEEE 2013. A DCT Approximation with low complexity for Image compression.
  3. M. B. T. Q. N. A. Molino, F. Vacca. Sept 2004. Low complexity video codec for mobile video conferencing.
  4. S. B. Gokturk and A. M. Aaron. (EE392J) 2002. Applying 3d methods to video for compression in Digital Video Processing.
  5. T. Fryza. Diploma Thesis 2002. Compression of Video Signal by 3D-DCT Transform.
  6. Renato J. Cintra , Fábio M. Bayer. IEEE 2011. A DCT Approximation for Image Compression.
  7. Andreas Koschan and Mongi Abidi. 2008. Digital Color Image Processing.
  8. Anil K Jain. Prentice-hall Inc 1989. Fundamentals of Digital Image Processing.
  9. G. M. P. Servais. Proc. COMSIG 1997. Video compression using the three dimensional discrete cosine transform.
  10. R. J. Cintra and V. S. Dimitrov. IEEE 2010. The arithmetic cosine transform: Exact and approximate algorithms.
  11. A. Segall and S. Lei. ISO/IEC MPEG & ITU-T VCEG 2005. Adaptive Up-sampling for Spatially Scalable Coding.
  12. G. M. P. Servais. Proc. COMSIG 1997. Video compression using the three dimensional discrete cosine transform.
  13. Mother and Daughter QCIF video file with 176 x 144. trace. eas. asu. edu/yuv/mother-daughter/mother-daughter_qcif. 7z.
Index Terms

Computer Science
Information Sciences

Keywords

Approximate DCT Low complexity video compression TEMPO-SPA arrangement Retaining-RLE compression Video compression with higher compression ratio.