Title :
Low rate video frame interpolation - challenges and solution
Author :
Karim, Hezerul Abdul ; Bister, Michel ; Siddiqi, M.U.
Author_Institution :
Fac. of Eng., Multimedia Univ., Selangor, Malaysia
Abstract :
The challenges specific to interpolation at low video frame rates are illustrated by choosing an algorithm that performs well at high frame rates and applying it to low frame rates. The performance is illustrated by comparing the original algorithm, the algorithm adapted to low frame rate particularities, and simple averaging. To overcome the particular challenges of low frame rates, two algorithms were developed and compared on objective and subjective bases and shown to provide elegant solutions to the specific challenges of low frame rate video interpolation.
Keywords :
interpolation; motion estimation; video signal processing; high frame rate; low frame rate; motion estimation; video frame interpolation; video interpolation; Algorithm design and analysis; Explosions; Filters; Interpolation; Motion estimation; Pixel;
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.2003.1199121