Title :
Improved coding of atoms in matching pursuits
Author :
Monro, D.M. ; Poh, Weekiong
Author_Institution :
Dept. of Electron. & Electr. Eng., Univ. of Bath, UK
Abstract :
An improved method is presented for coding the atoms found by the matching pursuits algorithm used in compressing displaced frame difference (DFD) images in motion compensated video coding. A list of atoms is collected, which are then communicated in the order of their most significant bit plane, rather than being communicated as they are found. The atom positions are run length coded, with the sign, extra bits of magnitude and code-book entry sent as side information. The magnitudes are represented by the most significant bit plus a specified number of additional bits. The distortion is never worse than the standard coding method, and can be up to 1dB better. The magnitude precision for best PSNR is found to be 2 at low bit rates and 1 at high bit rates in the examples considered.
Keywords :
code standards; image matching; motion compensation; runlength codes; video coding; PSNR; atom coding; atom collection; bit magnitude; bit rate; code-book entry; displaced frame difference image; image compression; magnitude precision; matching pursuit algorithm; most significant bit; motion compensation; run length code; standard coding method; video coding; Bit rate; Books; Design for disassembly; Dictionaries; Image coding; Image reconstruction; Matching pursuit algorithms; Pressing; Pursuit algorithms; Video coding;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246791