Title :
Color image scalable coding with matching pursuit
Author :
Ventura, Rosa M Figueras i ; Vandergheynst, Pierre ; Frossard, Pascal ; Cavallaro, Andrea
Author_Institution :
Signal Process. Lab., Swiss Fed. Inst. of Technol., Lausanne, Switzerland
Abstract :
The paper presents a new scalable and highly flexible color image coder based on a matching pursuit expansion. The matching pursuit algorithm provides an intrinsically progressive stream and the proposed coder allows us to reconstruct color information from the first bit received. In order to capture edges in natural images efficiently, the dictionary of atoms is built by translation, rotation and anisotropic refinement of a wavelet-like mother function. This dictionary is moreover invariant under shifts and isotropic scaling, thus leading to very simple spatial resizing operations. This flexibility and adaptivity of the MP coder makes it appropriate for asymmetric applications with heterogeneous end user terminals.
Keywords :
edge detection; image coding; image colour analysis; image reconstruction; color image coding; color information reconstruction; matching pursuit expansion; progressive stream; spatial resizing; Anisotropic magnetoresistance; Color; Dictionaries; Greedy algorithms; Image coding; Image representation; Matching pursuit algorithms; Signal processing algorithms; Signal resolution; Streaming media;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326479