Title :
Post- and pre-processing in coding of image sequences using filters with motion compensated history
Author :
Kronander, Torbjörn
Author_Institution :
Linkoping Univ., Sweden
Abstract :
To increase the performance of image coding of sequences it is beneficial to apply temporal prefiltering before coding to increase redundancy. To reduce the subjective impact of coding artifacts also temporal postfiltering can be applied after decoding. A problem with both of these techniques however (and of the more general techniques of image sequence enhancement using temporal filters) is that severe distortion may appear in moving objects. The author presents a method to avoid these artifacts of temporal filtering by introducing movement compensated temporal filtering. This technique yields an anisotropic, non-stationary 3-dimensional transfer function, which locally `tracks´ moving objects. The effect is that the problem of unsharp moving objects is significantly reduced, which allows for much lower cut-off frequencies than stationary filters do. The approach works both with FIR- and IIR-type filters. If a linear phase FIR filter is used for postfiltering, combined with a sampling rate increase, it can be seen as a motion compensated interpolator
Keywords :
decoding; digital filters; encoding; filtering and prediction theory; picture processing; IIR-type filters; anisotropic nonstationary 3D transfer function; coding; decoding; filters; image coding; image sequences; linear phase FIR filter; motion compensated history; motion compensated interpolator; movement compensated temporal filtering; moving objects; redundancy; severe distortion; temporal postfiltering; temporal prefiltering; unsharp moving objects; Anisotropic magnetoresistance; Cutoff frequency; Decoding; Filtering; Finite impulse response filter; History; Image coding; Image sequences; Motion compensation; Transfer functions;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
Conference_Location :
New York, NY
DOI :
10.1109/ICASSP.1988.196788