Title :
An efficient 2×2 Tchebichef moments for mobile image compression
Author :
Ernawan, F. ; Noersasongko, Edi ; Abu, Nur Azman
Author_Institution :
Fac. of Inf. & Commun. Technol., Univ. Dian Nuswantoro (UDINUS), Semarang, Indonesia
Abstract :
Currently mobile digital image applications transmit a lot of images back and forth. Image compression is needed to reduce transmission payload at the expense of lower quality. At the same time, mobile devices are only expected to be equipped with lower computing power and storage. They need an efficient compression scheme especially for small images. The standard JPEG using discrete Cosine transform is a popular lossy image compression. Alternatively, this paper introduces 2×2 Tchebichef moments transform for the efficient image compression. In the previous research, larger sub-block discrete Tchebichef moments have been used extensively for image compression. The comparisons between JPEG compression and 2×2 Tchebichef moments image compressions shall be done. The preliminary experiment results show that 2×2 Tchebichef moments transform has the potential to easily perform better than JPEG image compression. The 2×2 Tchebichef moments provides an efficient and compact support for image compression.
Keywords :
data compression; discrete cosine transforms; image coding; mobile handsets; 2x2 Tchebichef moments; JPEG compression; discrete Cosine transform; mobile devices; mobile digital image applications; mobile image compression; Image coding; Image recognition; Moment methods; Noise; Quantization; Transform coding; Image compression; JPEG compression; Tchebichef moments transform; discrete Cosine transforms; orthogonal moments functions;
Conference_Titel :
Intelligent Signal Processing and Communications Systems (ISPACS), 2011 International Symposium on
Conference_Location :
Chiang Mai
Print_ISBN :
978-1-4577-2165-6
DOI :
10.1109/ISPACS.2011.6146066