NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction

24 August 2021

Papers citing "NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction"

26 / 26 papers shown

Title
JSover: Joint Spectrum Estimation and Multi-Material Decomposition from Single-Energy CT Projections Qing Wu Hongjiang Wei Jingyi Yu S. Kevin Zhou Y. Zhang 24 0 0 12 May 2025
Nonperiodic dynamic CT reconstruction using backward-warping INR with regularization of diffeomorphism (BIRD) Muge Du Zhuozhao Zheng Wenying Wang Guotao Quan Wuliang Shi Le Shen Li Zhang Liang Li Yinong Liu Yuxiang Xing 121 0 0 06 May 2025
DeepSparse: A Foundation Model for Sparse-View CBCT Reconstruction Yiqun Lin Hualiang Wang Jixiang Chen Jiewen Yang Jiarong Guo X. Li 112 0 0 05 May 2025
Explorable INR: An Implicit Neural Representation for Ensemble Simulation Enabling Efficient Spatial and Parameter Exploration Yi-Tang Chen Haoyu Li Neng Shi Xihaier Luo Wei-ping Xu Han-Wei Shen 39 0 0 01 Apr 2025
Benchmarking Self-Supervised Learning Methods for Accelerated MRI Reconstruction Andrew Wang Steven McDonagh Mike Davies OOD SSL 109 0 0 19 Feb 2025
EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting Bohao Liao Wei-dong Zhai Zengyu Wan Tianzhu Zhang Wenfei Yang Zheng-jun Zha Yang Cao Zheng-Jun Zha 3DGS 103 2 0 20 Oct 2024
Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation Qing Wu Chenhe Du Xuanyu Tian Jingyi Yu Yuyao Zhang Hongjiang Wei 23 0 0 25 Sep 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 91 1 0 15 Sep 2024
Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction Yiqun Lin Hualiang Wang Jixiang Chen X. Li 64 8 0 01 Jul 2024
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction Jiayang Shi Junyi Zhu D. Pelt K. Batenburg Matthew B. Blaschko 35 3 0 03 May 2024
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction K. A. Mohan Massimiliano Ferrucci Chuck Divin Garrett A. Stevenson Hyojin Kim AI4CE 26 0 0 29 Apr 2024
Efficient and accurate neural field reconstruction using resistive memory Yifei Yu Shaocong Wang Woyu Zhang Xinyuan Zhang Xiuzhe Wu ... Zhongrui Wang Dashan Shang Qi Liu Kwang-Ting Cheng Ming-Yu Liu 29 0 0 15 Apr 2024
A Novel Implicit Neural Representation for Volume Data Armin Sheibanifard Hongchuan Yu 29 5 0 13 Mar 2024
IMJENSE: Scan-specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI Rui-jun Feng Qing Wu Jie Feng Huajun She Chunlei Liu Yuyao Zhang Hongjiang Wei 21 23 0 21 Nov 2023
TiAVox: Time-aware Attenuation Voxels for Sparse-view 4D DSA Reconstruction Zhenghong Zhou Huangxuan Zhao Jiemin Fang D. Xiang Lei Chen Lingxia Wu Feihong Wu Wenyu Liu Chuansheng Zheng Xinggang Wang 24 6 0 05 Sep 2023
Local Conditional Neural Fields for Versatile and Generalizable Large-Scale Reconstructions in Computational Imaging Hao Wang Jiabei Zhu Yunzhe Li Qianwan Yang L. Tian AI4CE 19 4 0 12 Jul 2023
Generative modeling of living cells with SO(3)-equivariant implicit neural representations David Wiesner Julian Suk Sven Dummer Tereza Nečasová V. Ulman D. Svoboda J. Wolterink DiffM MedIm 19 17 0 18 Apr 2023
CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution Zixuan Chen Jianhuang Lai Lingxiao Yang Xiaohua Xie MedIm 19 28 0 28 Mar 2023
Spatial Functa: Scaling Functa to ImageNet Classification and Generation Matthias Bauer Emilien Dupont Andy Brock Dan Rosenbaum Jonathan Richard Schwarz Hyunjik Kim DiffM 20 35 0 06 Feb 2023
Spatiotemporal implicit neural representation for unsupervised dynamic MRI reconstruction Jie Feng Rui-jun Feng Qing Wu Zhiyong Zhang Yuyao Zhang Hongjiang Wei 15 22 0 31 Dec 2022
Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field Qing Wu Xin Li Hongjiang Wei Jing-xin Yu Yuyao Zhang 23 5 0 23 Oct 2022
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks Dave Van Veen Rogier van der Sluijs Batu Mehmet Ozturkler Arjun D Desai Christian Blüthgen ... Gordon Wetzstein David B. Lindell S. Vasanawala John M. Pauly Akshay S. Chaudhari SupR MedIm 23 7 0 17 Oct 2022
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography Qing Wu Rui-jun Feng Hongjiang Wei Jing-xin Yu Yuyao Zhang 43 41 0 12 Sep 2022
K-Space Transformer for Undersampled MRI Reconstruction Ziheng Zhao Tianjiao Zhang Weidi Xie Yanfeng Wang Ya-Qin Zhang MedIm 27 5 0 14 Jun 2022
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation Wentao Shangguan Yu Sun Weijie Gan Ulugbek S. Kamilov 11 15 0 28 Feb 2022
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 31 613 0 22 Nov 2021