Title: | Evolutionary Identification of Active Particle Systems |
Authors: | Stanciulescu, Bogdan Louchet, Jean |
Citation: | WSCG '2000: Conference proceeding: The 8th International Conference in Central Europe on Computers Graphics, Visualization and Interaktive Digital Media '2000 in cooperation with EUROGRAPHICS and IFIP WG 5.10: University of West Bohemia, Plzen, Czech republic, February 7 - 10, 2000, p. 92-99. |
Issue Date: | 2000 |
Publisher: | University of West Bohemia |
Document type: | konferenční příspěvek conferenceObject |
URI: | http://wscg.zcu.cz/wscg2000/Papers_2000/T43.ps.gz http://hdl.handle.net/11025/15433 |
ISBN: | 80-7082-612-6 |
Keywords: | počítačová animace;počítačová grafika;počítačové modelování;evoluční strategie;analýza pohybu;neuronové sítě |
Keywords in different language: | computer animation;computer graphics;computer modelling;evolutionary strategies;motion analysis;neural networks |
Abstract: | This paper presents how it is possible to introduce active motricity into particle-bond systems used in applications such as image animation. We chose to add into some neural network capabilities over the classical approach, in order to obtain a system able to model a larger class of behaviour. Therefore a new type of binary bond enriched with a neural-based command ability is proposed and tested in this paper. This “active” bond acts like a controlled muscle in order to produce motricity. An Evolutionary Strategy is used to optimise the particle-bond system parameters through evolving parameter sets. We tested our method both on artificially generated data and on data collected from real-life motion. Results and comparisons between our method and other approaches show the advantage of using active particle-bond systems for image animation applications. |
Rights: | © University of West Bohemia |
Appears in Collections: | WSCG '2000: Conference proceeding |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Stanciulescu.pdf | Plný text | 1,16 MB | Adobe PDF | View/Open |
Please use this identifier to cite or link to this item:
http://hdl.handle.net/11025/15433
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.