A Framework for 3D Hand Tracking and Gesture Recognition using Elements of Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{conf/crv/El-SawahJGP07,

• author = "Ayman El-Sawah and Chris Joslin and Nicolas D. Georganas and Emil M. Petriu",
• title = "A Framework for {3D} Hand Tracking and Gesture Recognition using Elements of Genetic Programming",
• booktitle = "Fourth Canadian Conference on Computer and Robot Vision, CRV '07",
• year = "2007",
• pages = "495--502",
• address = "Montreal",
• month = "28-30 " # may,
• publisher = "IEEE Computer Society",
• keywords = "genetic algorithms, genetic programming, VR, 3D hand tracking, 3D hand vision-based posture hypothesis, dynamic Bayesian network model, fuzzy set theory, geometric transformation, gesture recognition, image plane, kinematics inverse transformation, probabilistic observation model, single camera, soft computing, Bayes methods, cameras, computer vision, optical tracking, pose estimation, probability",
• DOI = "doi:10.1109/CRV.2007.3",
• size = "8 pages",
• abstract = "In this paper we present a framework for 3D hand tracking and dynamic gesture recognition using a single camera. Hand tracking is performed in a two step process: we first generate 3D hand posture hypothesis using geometric and kinematics inverse transformations, and then validate the hypothesis by projecting the postures on the image plane and comparing the projected model with the ground truth using a probabilistic observation model. Dynamic gesture recognition is performed using a Dynamic Bayesian Network model. The framework uses elements of soft computing to resolve the ambiguity inherent in vision-based tracking by producing a fuzzy hand posture output by the hand tracking module and feeding back potential posture hypothesis from the gesture recognition module.",
• notes = "Univ. of Ottawa, Ottawa Almost no description of GP used",
• bibdate = "2007-06-01",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/crv/crv2007.html#El-SawahJGP07",

}

Genetic Programming entries for Ayman El-Sawah Chris Joslin Nicolas D Georganas Emil M Petriu

Citations