Title :
DWT gain compensation of motion-JPEG2000 for invertible deinterlacer
Author :
Ishida, Takuma ; Muramatsu, Shogo ; Jie, Zhou ; Sasaki, Shigenobu ; Kikuchi, Hisakazu
Author_Institution :
Dept. of Electr. & Electron. Eng., Niigata Univ., Japan
Abstract :
In this work, discrete-wavelet-transform (DWT) gain compensation of Motion-JPEG2000 (MJP2) for invertible deinterlacer is proposed. As previous works, we have developed invertible deinterlacer that suppresses comb-tooth artifacts caused by field interleaving for interlaced scanning video, which affect the quality of scalable intraframe-based codec such as MJP2. Our technique has two features that the sampling density is preserved and the image quality can be recovered by the inverse process on demand. When no codec is applied in between the deinterlacer and inverse process, the original video is perfectly reconstructed. Otherwise, it is approximately recovered. The purpose of this work is to improve the quality of recovered images when MJP2 codec is inserted. It is shown that our invertible deinterlacer can be embedded into the DWT. As a result, frequency weighting for rate-distortion control can be moderately compensated. Simulation results show that the quality recovery is improved more than 1.5 dB in PSNR by applying the proposed compensation compared with the original weighting at 2.0 bpp of decoding rate for 8-bit grayscale pictures.
Keywords :
discrete wavelet transforms; image reconstruction; rate distortion theory; video codecs; 8-bit grayscale picture; DWT gain compensation; Joint Photographic Experts Group; MJP2 codec; PSNR; comb-tooth artifact suppression; decoding rate; discrete-wavelet-transform; field interleaving; frequency weighting; grayscale picture; interlaced scanning video interleaving; invertible deinterlacer; motion-JPEG2000; peak signal-to-noise ratio; rate-distortion control; recovered image quality improvement; sampling density; scalable intraframe-based codec; video reconstruction; Codecs; Discrete wavelet transforms; Frequency; Image quality; Image reconstruction; Image sampling; Interleaved codes; Rate-distortion; Video on demand; Weight control;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246657