Intensity estimation from shot-noise data

Raul E. Sequeira; John A. Gubner

doi:10.1117/12.188041

30 September 1994 Intensity estimation from shot-noise data

Raul E. Sequeira, John A. Gubner

Author Affiliations +

Proceedings Volume 2302, Image Reconstruction and Restoration; (1994) https://doi.org/10.1117/12.188041
Event: SPIE's 1994 International Symposium on Optics, Imaging, and Instrumentation, 1994, San Diego, CA, United States

Abstract

The estimation of the intensity function of a Poisson-driven shot- noise process is addressed using a regularization technique, where the data is modeled as a signal term plus a signal-dependent noise term. The approach used requires that the estimates belong to some finite- dimensional subspace. This paper investigates the effect of the choice of subspace on the estimates produced.

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Raul E. Sequeira and John A. Gubner "Intensity estimation from shot-noise data", Proc. SPIE 2302, Image Reconstruction and Restoration, (30 September 1994); https://doi.org/10.1117/12.188041

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