Three-dimensional location measurement system constructed by dual cameras

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publicationProceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012
Pages642-645
Number of pages4
DOIs
Publication statusPublished - 2012 Jul 30
Event2012 International Symposium on Computer, Consumer and Control, IS3C 2012 - Taichung, Taiwan
Duration: 2012 Jun 42012 Jun 6

Publication series

NameProceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012

Other

Other2012 International Symposium on Computer, Consumer and Control, IS3C 2012
CountryTaiwan
CityTaichung
Period12-06-0412-06-06

Fingerprint

Cameras
Neural networks
Interpolation
Pinhole cameras
Backpropagation
Mathematical models

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

Cite this

Hsu, C. Y., Lai, Y-L., Chen, C. C., & Jheng, H. C. (2012). Three-dimensional location measurement system constructed by dual cameras. In Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012 (pp. 642-645). [6228390] (Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012). https://doi.org/10.1109/IS3C.2012.167
Hsu, Chih Yu ; Lai, Yeong-Lin ; Chen, Chih Cheng ; Jheng, Huai Cian. / Three-dimensional location measurement system constructed by dual cameras. Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012. 2012. pp. 642-645 (Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012).
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Hsu, CY, Lai, Y-L, Chen, CC & Jheng, HC 2012, Three-dimensional location measurement system constructed by dual cameras. in Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012., 6228390, Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012, pp. 642-645, 2012 International Symposium on Computer, Consumer and Control, IS3C 2012, Taichung, Taiwan, 12-06-04. https://doi.org/10.1109/IS3C.2012.167

Three-dimensional location measurement system constructed by dual cameras. / Hsu, Chih Yu; Lai, Yeong-Lin; Chen, Chih Cheng; Jheng, Huai Cian.

Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012. 2012. p. 642-645 6228390 (Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Hsu CY, Lai Y-L, Chen CC, Jheng HC. Three-dimensional location measurement system constructed by dual cameras. In Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012. 2012. p. 642-645. 6228390. (Proceedings - 2012 International Symposium on Computer, Consumer and Control, IS3C 2012). https://doi.org/10.1109/IS3C.2012.167