Title :
Variable grid size motion estimation using spatial transformations
Author :
Choi, Yun-Hee ; Choi, Tae-Sun
Author_Institution :
Dept. of Mech., K-JIST, Kwangju, South Korea
fDate :
8/1/1999 12:00:00 AM
Abstract :
The conventional BMA (block matching algorithm), which is the most popular video coding scheme assumes that a moving object in a scene undergoes only translational movements. To overcome this problem, general approaches to block matching motion estimation of the real objects by deforming the corresponding blocks in the picture have been proposed. However, conventional spatial transformation based motion estimation algorithms are not practical because of their heavy computational loads. We propose a variable grid size motion estimation method which is more efficient than conventional spatial transformation based methods and gives a better PSNR performance than the conventional BMA
Keywords :
data compression; image matching; image sampling; motion estimation; video coding; 10 Hz; 30 Hz; PSNR performance; block matching algorithm; block matching motion estimation; computational loads; frame sampling rate; low bit rate coding; motion estimation algorithms; moving object; spatial transformations; translational movements; variable grid size motion estimation; video coding; video image compression; Bit rate; Digital images; Image coding; Image storage; Layout; Mechatronics; Motion estimation; PSNR; Video coding; Video compression;
Journal_Title :
Consumer Electronics, IEEE Transactions on