Trainable Joint Bilateral Filters for Enhanced Prediction Stability in
Low-dose CT

Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT

15 July 2022

Felix Denzinger

Stefan B. Ploner

Papers citing "Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT"

13 / 13 papers shown

Title
Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning Mayank Patwari R. Gutjahr R. Raupach Andreas Maier OOD 33 12 0 28 Mar 2022
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography Fabian Wagner Mareike Thies Mingxuan Gu Yixing Huang Sabrina Pechmann ... O. Aust S. Uderhardt G. Schett S. Christiansen Andreas Maier MedIm AI4CE 61 22 0 25 Jan 2022
Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising Sutanu Bera P. Biswas MedIm OOD 55 62 0 11 Nov 2020
Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization Mayank Patwari R. Gutjahr R. Raupach Andreas Maier 31 3 0 09 Jul 2020
JBFnet -- Low Dose CT Denoising by Trainable Joint Bilateral Filtering Mayank Patwari R. Gutjahr R. Raupach Andreas Maier 41 16 0 09 Jul 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 434 42,393 0 03 Dec 2019
Learning with Known Operators reduces Maximum Training Error Bounds Andreas Maier Christopher Syben Bernhard Stimpel Tobias Würfl M. Hoffmann Frank Schebesch Weilin Fu L. Mill L. Kling S. Christiansen 57 108 0 03 Jul 2019
On instabilities of deep learning in image reconstruction - Does AI come at a cost? Vegard Antun F. Renna C. Poon Ben Adcock A. Hansen 48 602 0 14 Feb 2019
Quadratic Autoencoder (Q-AE) for Low-dose CT Denoising Fenglei Fan Hongming Shan Mannudeep K. Kalra Ramandeep Singh Guhan Qian M. Getzin Yueyang Teng Juergen Hahn Ge Wang 65 110 0 17 Jan 2019
Fast End-to-End Trainable Guided Filter Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang 46 228 0 15 Mar 2018
Precision Learning: Towards Use of Known Operators in Neural Networks Andreas Maier Frank Schebesch Christopher Syben Tobias Würfl S. Steidl Jang-Hwan Choi R. Fahrig 54 34 0 01 Dec 2017
Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN) Hu Chen Yi Zhang Mannudeep K. Kalra Feng Lin Yang Chen Peixi Liao Jiliu Zhou Ge Wang MedIm 106 1,307 0 01 Feb 2017
Superpixel Convolutional Networks using Bilateral Inceptions Raghudeep Gadde Varun Jampani Martin Kiefel Daniel Kappler Peter V. Gehler SSeg SupR 68 129 0 20 Nov 2015