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  4. On the Accuracy of Point Localisation in a Circular Camera-Array
 
conference paper

On the Accuracy of Point Localisation in a Circular Camera-Array

Ghasemi, Alireza  
•
Scholefield, Adam James  
•
Vetterli, Martin  
2015
Proceedings of the IEEE International Conference on Image Processing (ICIP)
IEEE International Conference on Image Processing (ICIP)

Although many advances have been made in light-field and camera-array image processing, there is still a lack of thorough analysis of the localisation accuracy of different multi-camera systems. By considering the problem from a frame-quantisation perspective, we are able to quantify the point localisation error of circular camera configurations. Specifically, we obtain closed form expressions bounding the localisation error in terms of the parameters describing the acquisition setup. These theoretical results are independent of the localisation algorithm and thus provide fundamental limits on performance. Furthermore, the new frame-quantisation perspective is general enough to be extended to more complex camera configurations.

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Type
conference paper
DOI
10.1109/ICIP.2015.7350946
Author(s)
Ghasemi, Alireza  
Scholefield, Adam James  
Vetterli, Martin  
Date Issued

2015

Published in
Proceedings of the IEEE International Conference on Image Processing (ICIP)
Start page

981

End page

985

Subjects

Image sampling

•

Image sequences

•

Reconstruction algorithms

•

Signal quantization

•

Multi-camera reconstruction

•

3-D scanning

•

Camera-based positioning

•

Image-based localisation

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LCAV  
Event nameEvent placeEvent date
IEEE International Conference on Image Processing (ICIP)

Quebec City, Quebec, Canada

September 27-30, 2015

Available on Infoscience
May 21, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/114021
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