Title :
Sequential logic compression of images
Author :
Mateu-Villarroya, Pere ; Prades-Nebot, Josep
Author_Institution :
Departament de Comunicacions, Univ. Politecnica de Valencia, Spain
Abstract :
We present a new algorithm for lossless compression of bilevel images. The algorithm represents the image to be compressed with a sequential logic function and then, minimizes it to obtain a more compact representation. As the minimization of Boolean functions requires a high computational cost, our algorithm represents them with ordered binary-decision diagrams (OBDD), which can be simplified with a low computational cost. Once the OBDD of the sequential logic function has been obtained and reduced, it is coded efficiently in order to reduce the redundancy present on it. Arithmetic coding is also used to remove even more the residual redundancy. The results obtained show significant improvements with respect to previous works
Keywords :
Boolean functions; arithmetic codes; data compression; image coding; image representation; logic; Boolean functions minimization; arithmetic coding; image representation; lossless image compression algorithm; low computational cost; ordered binary-decision diagrams; residual redundancy removal; sequential logic function; sequential logic image compression; single-valued combinational logic function; Arithmetic; Boolean functions; Code standards; Computational efficiency; Cost function; Image coding; Logic functions; Minimization methods; Predictive coding; Telecommunication standards;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958532