Nonlinear multiscale analysis of motion trajectories

Authors:
Bartosz Jabłoński;Marek Kulbacki
Affiliations:
Polish-Japanese Institute of Information Technology, Warszawa, Poland;Polish-Japanese Institute of Information Technology, Warszawa, Poland
Venue:
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
Year:
2010

Citing 9
Cited 0

Introduction to theoretical kinematics

Introduction to theoretical kinematics
Scale-Space and Edge Detection Using Anisotropic Diffusion

IEEE Transactions on Pattern Analysis and Machine Intelligence
Smooth interpolation of orientations with angular velocity constraints using quaternions

SIGGRAPH '92 Proceedings of the 19th annual conference on Computer graphics and interactive techniques
Motion warping

SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Scale-Space Theory in Computer Vision

Scale-Space Theory in Computer Vision
Motion Fairing

CA '96 Proceedings of the Computer Animation
Anisotropic filtering of multidimensional rotational trajectories as a generalization of 2D diffusion process

Multidimensional Systems and Signal Processing
Scale-space filtering

IJCAI'83 Proceedings of the Eighth international joint conference on Artificial intelligence - Volume 2
Interest point detection and scale selection in space-time

Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision

Quantified Score

Hi-index	0.00

Visualization

Abstract

Multiscale analysis initially proposed in image processing domain, turned out to be an effective tool in many other areas. It has been also proposed for motion data trajectories parametrized in quaternion space. In this paper we introduce novel approach, which is the framework for non-linear scale space analysis of quaternion trajectories. In the paper theoretical basis has been proposed and numerical validation has been presented.