Hand gesture recognition based on morphologic features
Please use this identifier to cite or link to this item:
http://hdl.handle.net/10045/27278
Title: | Hand gesture recognition based on morphologic features |
---|---|
Authors: | Flórez-Revuelta, Francisco | García-Chamizo, Juan Manuel | Ibarra Picó, Francisco |
Research Group/s: | Informática Industrial y Redes de Computadores | Domótica y Ambientes Inteligentes | Tecnología Informática Avanzada - Seguridad Legal |
Center, Department or Service: | Universidad de Alicante. Departamento de Tecnología Informática y Computación |
Keywords: | Hand gesture recognition | Morphologic coefficient | Growing neural networks | Self-organising networks |
Knowledge Area: | Arquitectura y Tecnología de Computadores |
Issue Date: | May-2001 |
Abstract: | In this paper, we try to characterize the hand posture by means of the morpho-logic coefficient, measure that allows to determine its morphology, in order to later perform its classification by means of an artificial neural network model, the Growing Cell Structure. The monitoring of the neurons that are activated for the successive postures that the hand takes throughout the time allows us to determine the gesture that is being made. Finally, we present the results of experiments with a vocabulary of 7 gestures, in order to verify the efficiency of this method of classification and extraction of characteristics. |
Description: | Comunicación presentada en el IX Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, Benicàssim, Mayo, 2001. |
URI: | http://hdl.handle.net/10045/27278 |
Language: | spa |
Type: | info:eu-repo/semantics/conferenceObject |
Rights: | Licencia Creative Commons Reconocimiento-NoComercial-SinObraDerivada 3.0 |
Peer Review: | si |
Appears in Collections: | INV - DAI - Comunicaciones a Congresos, Conferencias, etc. INV - TIA-SL - Comunicaciones a Congresos, Conferencias, etc. INV - AmI4AHA - Comunicaciones a Congresos, Conferencias, etc. |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
snrfai2001.pdf | 311,46 kB | Adobe PDF | Open Preview | |
This item is licensed under a Creative Commons License