Object
Title: Hand gesture recognition based on free-form contours and probabilistic inference
Contributor:
Korbicz, Józef - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
A computer vision system is described that captures color image sequences, detects and recognizes static hand poses (i.e., ?letters?) and interprets pose sequences in terms of gestures (i.e., ?words?). The hand object is detected with a double-active contour-based method. A tracking of the hand pose in a short sequence allows detecting ?modified poses?, like diacritic letters in national alphabets. The static hand pose set corresponds to hand signs of a thumb alphabet. ; Finally, by tracking hand poses in a longer image sequence, the pose sequence is interpreted in terms of gestures. Dynamic Bayesian models and their inference methods (particle filter and Viterbi search) are applied at this stage, allowing a bi-driven control of the entire system.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, Volume 22, Number 2 (2012) ; click here to follow the link
Language:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS)
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2012)
Last modified:
Sep 8, 2021
In our library since:
Sep 4, 2018
Number of object content hits:
104
All available object's versions:
https://zbc.uz.zgora.pl/publication/55098
Show description in RDF format:
Show description in OAI-PMH format:
-
International Journal of Applied Mathematics and Computer Science (AMCS)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 23 (2013)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 1 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 2 (2012)
- International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 2 (2012) - spis treści
- Infinite-dimensional Sylvester equations: basic theory and application to observer design
- Ergodic theory approach to chaos: remarks and computational aspects
- Topology optimization of quasistatic contact problems
- Localization inwireless sensor networks: classification and evaluation of techniques
- Distributed scheduling of sensor networks for identification of spatio-temporal processes
- A modified filter sqp method as a tool for optimal control of nonlinear systems with spatio-temporal dynamics
- A Lyapunov functional for a system with a time-varying delay
- LMI optimization problem of delay-dependent robust stability criteria for stochastic systems with polytopic and linear fractional uncertainties
- An SQP trust region method for solving the discrete-time linear quadratic control problem
- Adaptive control of cluster-based Web systems using neuro-fuzzy models
- The role of parameter constraints in EE and OE methods for optimal identification of continuous LTI models
- Existence and determination of the set of metzler matrices for given stable polynomials
- Computer methods for stability analysis of the roesser type model of 2D continuous-discrete linear systems
- Straight-lines modelling using planar information for monocular SLAM
- A general on-the-fly algorithm for modifying the kinematic tree hierarchy
- Hand gesture recognition based on free-form contours and probabilistic inference
- Backpropagation generalized delta rule for the selective attention Sigma-if artificial neural network
- Neuro-rough-fuzzy approach for regression modelling from missing data
- Improving prediction models applied in systems monitoring natural hazards and machinery
- Noise effects in the quantum search algorithm from the viewpoint of computational complexity
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 3 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 4 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 1 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 21 (2011)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 20 (2010)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 19 (2009)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 18 (2008)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 17 (2007)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 16 (2006)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 15 (2005)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 13 (2003)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 12 (2002)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 11 (2001)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 10 (2000)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 9 (1999)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 8 (1998)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 7 (1997)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 6 (1996)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 5 (1995)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 4 (1994)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 3 (1993)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 2 (1992)
-
International Journal of Applied Mathematics and Computer Science (AMCS),volume 1 (1991)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 23 (2013)
| Edition name | Date |
|---|---|
| Hand gesture recognition based on free-form contours and probabilistic inference | Sep 8, 2021 |
