A Survey of Image Compression Methods

research in the field of image compression is driven by the ever increasing bandwidth requirements for transmission of images in computer, mobile and internet environments. In this context, the survey summarizes the major image compression methods spanning across lossy and lossless image compression techniques and explains how the JPEG and JPEG2000 image compression techniques are distinct from each other. Further, the paper concludes that still research possibilities exist in this field to explore efficient image compression. General Terms Image compression, Huffman coding, low bit rate transmission.

[1]  Y. Iano,et al.  A fast and efficient hybrid fractal-wavelet image coder , 2006, IEEE Transactions on Image Processing.

[2]  Y. Meyer,et al.  Wavelets and Filter Banks , 1991 .

[3]  George Pavlidis,et al.  JPEG2000 and dissemination of cultural heritage over the Internet , 2004, IEEE Transactions on Image Processing.

[4]  Mislav Grgic,et al.  Comparison of JPEG Image Coders , 2001 .

[5]  Pierre Vandergheynst,et al.  Directional dyadic wavelet transforms: design and algorithms , 2002, IEEE Trans. Image Process..

[6]  Amara Lynn Graps,et al.  An introduction to wavelets , 1995 .

[7]  Iraj Sodagar,et al.  Zerotree entropy coding of wavelet coefficients for very low bit rate video , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[8]  Mislav Grgic,et al.  Proceedings VIPromCom-2001 : 3rd International Symposium on Video Processing and Multimedia Communications, 13-15 June 2001, Zadar, Croatia , 2001 .

[9]  Jelena Kovacevic,et al.  Wavelets and Subband Coding , 2013, Prentice Hall Signal Processing Series.

[10]  David Austin.  Image Compression: Seeing what's not there , 2008 .

[11]  Ping-Sing Tsai,et al.  JPEG2000 Standard for Image Compression: Concepts, Algorithms and VLSI Architectures , 2004 .

[12]  Paul M. Embree.  C Algorithms for Real-Time DSP , 1995 .

[13]  Sonal,et al.  A STUDY OF VARIOUS IMAGE COMPRESSION TECHNIQUES , 2007 .

[14]  Mislav Grgic,et al.  Image compression using wavelets , 1999, ISIE '99. Proceedings of the IEEE International Symposium on Industrial Electronics (Cat. No.99TH8465).

[15]  Touradj Ebrahimi,et al.  The JPEG 2000 still image compression standard , 2001, IEEE Signal Process. Mag..

[16]  Giovanni De Poli,et al.  Representations of musical signals , 1991 .

[17]  Thierry Blu,et al.  Mathematical properties of the JPEG2000 wavelet filters , 2003, IEEE Trans. Image Process..

[18]  En-Hui Yang,et al.  Joint Optimization of Run-Length Coding, Huffman Coding, and Quantization Table With Complete Baseline JPEG Decoder Compatibility , 2009, IEEE Transactions on Image Processing.

[19]  Charles K. Chui,et al.  An Introduction to Wavelets , 1992 .