{"title":"An Adaptive Visual Gesture Based Interface for Human Machine Interaction in Intelligent Workspaces","authors":"A. Prieto, F. Bellas, R. Duro, F. López-Peña","doi":"10.1109/VECIMS.2006.250788","DOIUrl":null,"url":null,"abstract":"This paper describes the implementation of an artificial neural network based adaptive hand positioning and gesture recognition system for multimodal interfaces in intelligent workspaces. The system is based on a stereo vision system and provides a series of mechanisms for an efficient segmentation of the arm-hand structure over the screen and its description in terms of moments that can be used by a neural network based structure in order to provide position and gesture classification results. These can be adapted to the user's desires through an interaction and feedback mechanism permitting a natural mutual learning process between the system and the human","PeriodicalId":405572,"journal":{"name":"2006 IEEE Symposium on Virtual Environments, Human-Computer Interfaces and Measurement Systems","volume":"324 13","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 IEEE Symposium on Virtual Environments, Human-Computer Interfaces and Measurement Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VECIMS.2006.250788","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
This paper describes the implementation of an artificial neural network based adaptive hand positioning and gesture recognition system for multimodal interfaces in intelligent workspaces. The system is based on a stereo vision system and provides a series of mechanisms for an efficient segmentation of the arm-hand structure over the screen and its description in terms of moments that can be used by a neural network based structure in order to provide position and gesture classification results. These can be adapted to the user's desires through an interaction and feedback mechanism permitting a natural mutual learning process between the system and the human
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