Title :
Compression of image block means for non-equal block partition schemes using Delaunay triangulation and prediction
Author :
Ponomarenko, N. ; Egiazarian, K. ; Lukin, V. ; Astola, J.
Author_Institution :
Nat. Aerosp. Univ., Kharkov, Ukraine
Abstract :
An approach based on applying Delaunay triangulation to the compression of mean values of image blocks that have non-identical shape and size is proposed. It can be useful for image compression methods that require the use of image partition schemes with non-equal block sizes, such as fractal and DCT-based image coding. Some aspects of practical realisation of the proposed method are discussed. Evaluation of the performance of the proposed method is carried out and comparisons with some conventional methods are made, demonstrating the potential of the method.
Keywords :
data compression; discrete cosine transforms; fractals; image coding; image segmentation; mesh generation; prediction theory; transform coding; DCT-based image coding; Delaunay triangulation; fractal image coding; image block mean values; image compression; image partition schemes; nonequal block partition schemes;
Journal_Title :
Vision, Image and Signal Processing, IEE Proceedings -
DOI :
10.1049/ip-vis:20030523