تقرير
Reconstruction multiclasse pour l'imagerie TEP 3-photons
| العنوان: | Reconstruction multiclasse pour l'imagerie TEP 3-photons |
|---|---|
| المؤلفون: | Latif, Mehdi, Idier, Jérôme, Carlier, Thomas, Stute, Simon |
| سنة النشر: | 2023 |
| المجموعة: | Statistics |
| مصطلحات موضوعية: | Statistics - Applications |
| الوصف: | This contribution addresses the problem of image reconstruction of radioactivity distribution for which the available information arises from several classes of data, each associated with a specific combination of detections. We introduce a theoretical framework to measure the amount of information brought by each class and we develop an iterative algorithm dedicated to multi-class reconstruction based on maximum likelihood.We apply our approach to the XEMIS2 camera, a preclinical prototype of a Compton telescope dedicated to 3-photon PET imaging for which four distinct classes of partial detections coexist with the full detection class.Based on Monte Carlo simulations, we present the first elements of our model. Comment: in French language, GRETSI'23, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
| نوع الوثيقة: | Working Paper |
| اللغة: | French |
| URL الوصول: | http://arxiv.org/abs/2309.05324 |
| رقم الأكسشن: | edsarx.2309.05324 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |