Brettschneider, Julia, Thornby, John Albert, Nichols, Thomas E. and Kendall, W. S. (2014) Spatial analysis of dead pixels. Working Paper. Coventry, UK: University of Warwick. Centre for Research in Statistical Methodology. CRiSM Working Paper Series (Number 14-24). (Unpublished)

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Abstract

Considering a rectangular panel of pixels arranged in a grid, we introduce a taxonomy of damages based on spatial arrangements of dysfunctional pixels. We detect these different types of damage in experimental data obtained from a detector from an X-ray machine used for additive layer manufacturing object visualisation. We model the spatial distribution of dysfunctional pixels using point pattern analysis including
intensity estimation and checking for CSR. As a practical application, we propose a protocol for performance monitoring for detector panels.

Item Type:	Working or Discussion Paper (Working Paper)
Subjects:	Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Divisions:	Faculty of Science, Engineering and Medicine > Science > Statistics
Library of Congress Subject Headings (LCSH):	Image processing -- Digital techniques
Series Name:	CRiSM Working Paper Series
Publisher:	University of Warwick. Centre for Research in Statistical Methodology
Place of Publication:	Coventry, UK
Official Date:	2014
Dates:	Date Event 2014 Available
Number:	Number 14-24
Number of Pages:	21
Institution:	University of Warwick
Status:	Not Peer Reviewed
Publication Status:	Unpublished
Funder:	Engineering and Physical Sciences Research Council (EPSRC)
Grant number:	EP/K031066/1 (EPSRC)

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