Sciweavers

Free Online Productivity Tools i2Speak i2Symbol i2OCR iTex2Img iWeb2Print iWeb2Shot i2Type iPdf2Split iPdf2Merge i2Bopomofo i2Arabic i2Style i2Image i2PDF iLatex2Rtf Sci2ools

14

ICPR
2002
IEEE

favoriteEmaildiscussreport

359views computer vision» more ICPR 2002»

3D Tracking of Human Locomotion: A Tracking as Recognition Approach

13 years 9 months ago

3D Tracking of Human Locomotion: A Tracking as Recognition Approach

Download iris.usc.edu

Estimating mode (walking/running/standing) and phases of human locomotion is important for video understanding. We present a new ”tracking as recognition” approach. A hierarchical ﬁnite state machine constructed from 3D motion capture data serves as a prior motion model. Motion templates are used as the observation model. Robustness is achieved by making inferences in the prior motion model which resolves the short-term ambiguity of the observations that may cause a regular tracking formulation to fail. Experiments show very promising results on some difﬁcult sequences.

Tao Zhao, Ramakant Nevatia

Real-time Traffic

ICPR 2002 | Motion Capture Data | Motion Templates | Prior Motion Model |

claim paper

Related Content

» Temporal motion models for monocular and multiview 3D human body tracking

» 3D Action Modeling and Reconstruction for 2D Human Body Tracking

» Sensor Fusion for 3D Human body Tracking with an Articulated 3D Body Model

» GPUaccelerated realtime 3D tracking for humanoid locomotion and stair climbing

» 3D Human Action Recognition Using Spatiotemporal Motion Templates

» HumanComputer Interaction using Gesture Recognition and 3D Hand Tracking

» 3D modelbased tracking of humans in action a multiview approach

» Recognizing and Tracking Human Action

» PersonIndependent 3D Sign Language Recognition

Post Info
More Details (n/a)

Added	14 Jul 2010
Updated	14 Jul 2010
Type	Conference
Year	2002
Where	ICPR
Authors	Tao Zhao, Ramakant Nevatia

Comments (0)