Title :
Bilateral human motion filtering
Author_Institution :
Valoria/Samsara - Eur. Univ. of Brittany, Vannes, France
Abstract :
Human motions are now frequently used in several applications ranging from computer animation to biomechanics analysis. Acquiring such data can be performed in several ways, but none of them is fully accurate and usually a denoising process is required as post-treatment. This paper presents a new method to process motion data that tends to preserve some characteristic features of human motions. It is based on an adaptation of the well-known bilateral filter to orientation data. We give an algorithm that computes the filter response, and we show practical results obtained on real motion capture data.
Keywords :
image denoising; image filtering; image motion analysis; bilateral filter; bilateral human motion filtering; motion capture data; orientation data filtering; Europe; Filtering; Joints; Quaternions; Signal processing; Signal processing algorithms; Trajectory;
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne