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Please use this identifier to cite or link to this item: http://hdl.handle.net/2262/19759

Title: Pathological motion detection for robust missing data treatment in degraded archived media
Other Titles: Image Processing
IEEE International Conference on Image Processing 2006
Author: CORRIGAN, DAVID
HARTE, NAOMI
KOKARAM, ANIL CHRISTOPHER
Sponsor: Science Foundation Ireland
Author's Homepage: http://people.tcd.ie/akokaram
http://people.tcd.ie/dacorrig
http://people.tcd.ie/nharte
Keywords: archived media data treatment image data pathological motion detection
data treatment
Issue Date: 2006
Citation: Corrigan, D. Harte, N. and Kokaram, A., Pathological motion detection for robust missing data treatment in degraded archived media, Image Processing, IEEE International Conference on Image Processing 2006, Atlanta, GA, 8-11 Oct. 2006, 2006, 621 - 624
Abstract: This paper outlines an algorithm to improve the robustness of missing data treatment to pathological motion (PM). PM can cause misdiagnosis of clean image data as missing data. The proposed algorithm uses a probabilistic framework to jointly detect PM and missing data by exploiting more temporal information than is typically used for missing data detection and by exploiting the local smoothness assumption of motion fields. The results of the framework are compared to an equivalent missing data detector without PM detection and the framework is shown to prevent the misdiagnosis of missing data due to PM
Description: PUBLISHED
Atlanta, GA
URI: http://hdl.handle.net/2262/19759
http://ieeexplore.ieee.org/iel5/4106439/4106440/04106606.pdf?tp=&isnumber=4106440&arnumber=4106606&punumber=4106439
Related links: http://ieeexplore.ieee.org/iel5/4106439/4106440/04106606.pdf?tp=&isnumber=4106440&arnumber=4106606&punumber=4106439
Appears in Collections:Electronic & Electrical Eng (Scholarly Publications)

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