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Communication Dans Un Congrès Année : 2015

Noise Based Identification of Digital Radiography Image Source

Résumé

In this paper, we propose a system for the identification of the system that has produced a Digital Radiography (DR) image. It takes advantage of the statistical properties of the noise left by any DR systems. In particular, a three parameter exponential model of the relationship in-between the image intensity and the overall noise variance is suggested. Its parameters are used as input of a classifier learned in order to discriminate different DR systems. Experiments conducted on images issued from 5 different DR systems show it is possible to identify with good accuracy the origin of one DR image.
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Dates et versions

inserm-01155021 , version 1 (26-05-2015)

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  • HAL Id : inserm-01155021 , version 1

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Yuping Duan, Gouenou Coatrieux, Huazhong Shu. Noise Based Identification of Digital Radiography Image Source. Journées RITS 2015, Mar 2015, Dourdan, France. pp 166-167. ⟨inserm-01155021⟩
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