Three-dimensional location measurement system constructed by dual cameras

Chih Yu Hsu, Yeong-Lin Lai, Chih Cheng Chen, Huai Cian Jheng

研究成果: Conference contribution

摘要

This paper presents a three-dimensional (3-D) location measurement system constructed by dual cameras. An artificial neural network (ANN) model is used to analyze the 3-D location measurement system implemented with twin pinhole cameras. Evaluation by simulated data set from a mathematic model and real data set demonstrates that the ANN model can be used for interpolation of the special coordinates. The mathematical model of the dual cameras can calculate the depth information of an object's position and can be used for simulation data to test the ANN model. The images captured by the dual cameras are used to estimate the depth information as the real data test. The ANN is trained by the simulated and real data. Back-propagation neural network (NN) is adopted as a function interpolation purpose. High relation exits between the input coordinates and the estimated coordinates for real and simulated data sets.

原文English
主出版物標題Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012
頁面642-645
頁數4
DOIs
出版狀態Published - 2012 七月 30
事件2012 International Symposium on Computer, Consumer and Control, IS3C 2012 - Taichung, Taiwan
持續時間: 2012 六月 42012 六月 6

出版系列

名字Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012

Other

Other2012 International Symposium on Computer, Consumer and Control, IS3C 2012
國家Taiwan
城市Taichung
期間12-06-0412-06-06

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

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