Philipp Roser

Lehrstuhl für Informatik 5 (Mustererkennung)

Appearance Learning for Image-based Motion Estimation in Tomography (2020) Preuhs A, Manhart M, Roser P, Hoppe E, Huang Y, Psychogios M, Kowarschik M, Maier A Journal article Known Operator Learning enables Constrained Projection Geometry Conversion: Parallel to Cone-beam for Hybrid MR/X-ray Imaging (2020) Syben-Leisner C, Stimpel B, Roser P, Dörfler A, Maier A Journal article Deep autofocus with cone-beam CT consistency constraint (2020) Preuhs A, Manhart M, Roser P, Stimpel B, Syben-Leisner C, Psychogios M, Kowarschik M, Maier A Conference contribution, Original article XDose: toward online cross-validation of experimental and computational X-ray dose estimation (2020) Roser P, Birkhold A, Preuhs A, Ochs P, Stepina E, Strobel N, Kowarschik M, et al. Journal article Deep Scatter Splines: Learning-Based Medical X-ray Scatter Estimation Using B-splines (2020) Roser P, Birkhold A, Preuhs A, Syben-Leisner C, Strobel N, Kowarschik M, Fahrig R, Maier A Conference contribution, Conference Contribution Tenfold your photons: A physically-sound approach to filtering-based variance reduction of monte-carlo-simulated dose distributions (2020) Roser P, Birkhold A, Preuhs A, Kowarschik M, Fahrig R, Maier A Conference contribution Fully-automatic CT data preparation for interventional X-ray skin dose simulation (2020) Roser P, Birkhold A, Preuhs A, Stimpel B, Syben C, Strobel N, Kowarschik M, et al. Conference contribution, Conference Contribution Image Quality Assessment for Rigid Motion Compensation (2019) Preuhs A, Manhart M, Roser P, Stimpel B, Syben-Leisner C, Psychogios M, Kowarschik M, Maier A Conference contribution, Original article Physics-driven learning of x-ray skin dose distribution in interventional procedures (2019) Roser P, Zhong X, Birkhold A, Strobel N, Kowarschik M, Fahrig R, Maier A Journal article, Original article Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation (2019) Zhong X, Roser P, Bayer S, Ravikumar N, Strobel N, Birkhold A, Horz T, et al. Conference contribution, Conference Contribution