Title :
Digital image compression using directional sub-block DCT
Author :
Kondo, Hiroshi ; Oishi, Yuriko
Author_Institution :
Kyushu Inst. of Technol., Kitakyushu, Japan
Abstract :
A digital image compression technique using a directional sub-block discrete cosine transform (DCT) is presented. The proposed technique gives us a reconstruction image with lower block artifact (noise) even if a low-bit-rate coding is applied. The DCT signs and amplitudes are processed separately. DCT amplitudes of one sub-block are predicted from those of one of the former four neighbor sub-blocks and the prediction errors are coded. The one of four neighbor sub-blocks is chosen by a minimum mean square error (MMSE) technique. The indications of the chosen sub-block and DCT signs are coded by an arithmetic coding. The picture quality of the reconstructed image is always better than that obtained by an ordinary JPEG method
Keywords :
arithmetic codes; data compression; discrete cosine transforms; error correction codes; image coding; image reconstruction; least mean squares methods; transform coding; MMSE; arithmetic coding; block artifact; digital image compression; directional sub-block DCT; discrete cosine transform; image reconstruction; low-bit-rate coding; minimum mean square error; picture quality; prediction error coding; Arithmetic; Bit rate; Digital images; Discrete cosine transforms; Flowcharts; Image coding; Image reconstruction; Interpolation; Mean square error methods; Transform coding;
Conference_Titel :
Communication Technology Proceedings, 2000. WCC - ICCT 2000. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-6394-9
DOI :
10.1109/ICCT.2000.889357