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An Approach to Image Compression Using Three-Dimensional DCT

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Abstract

In this paper we propose a novel approach to image compression based on three-dimensional Discrete Cosine Transformation (DCT). The basic idea is to de-correlate similar pixel blocks through three-dimensional DCT transformation. A number of adjacent pixel blocks are grouped together to form a three-dimensional data cube. Each data cube is 3D DCT transformed, quantized, and Huffman encoded. Experimental results demonstrate the effectiveness of the new approach, specifically for medical and space exploration images. 1

Year: 2009
OAI identifier: oai:CiteSeerX.psu:10.1.1.135.4268
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