Title :
An efficient directional image interpolation method
Author :
Lu, Xiqun ; Hong, Paul S. ; Smith, Mark J T
Author_Institution :
Sch. of Comput. Sci., Zhejiang Univ., Hangzhou, China
Abstract :
The paper introduces a new method for interpolation in which the angular orientation of image features is exploited to enhance subjective quality. This involves, as a first step, extracting the low frequency information and expanding its size in a parallel channel. The mid to high frequency information is decomposed directionally into angular subbands. The subbands are then interpolated to enhance edge definition and then recombined. Experimental results show that the subjective quality of the interpolation is improved relative to conventional methods. Moreover, the interpolation method, when combined with JPEG compression, enables significantly higher coding performance to be achieved at low bit-rates - bit-rates at which JPEG typically breaks down.
Keywords :
data compression; feature extraction; image coding; interpolation; JPEG compression; directional interpolation method; edge definition enhancement; feature extraction; image feature angular orientation; image interpolation; Computer science; Data mining; Filter bank; Frequency domain analysis; Image coding; Image processing; Interpolation; Signal processing; Software packages; Transform coding;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1199116