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Image Reconstruction

31 papers

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Papers

MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images ACL 2026
Seeing Down the Line: Endoscopic Reconstruction with Centerline Constraints MIDL 2026
Conditional Learned Reconstruction for Medical Imaging MIDL 2026
UltraG-Ray: Physics-Based Gaussian Ray Casting for Novel Ultrasound View Synthesis MIDL 2026
End-to-End Co-Optimization of Adaptive $k$-space Sampling and Reconstruction for Dynamic MRI MIDL 2026
Fast and Explicit: Slice-to-Volume Reconstruction via 3D Gaussian Primitives with Analytic Point Spread Function Modeling MIDL 2026
Rendering with a Gut Feeling: Depth-Guided Triangle Splatting for Physically Consistent Colonoscopic Reconstruction MIDL 2026
T1-PILOT: Physics-Informed Learned Optimized Trajectories for T1 Mapping Acceleration MIDL 2026
Beyond Diffusion: Consistency Models for One-Step, High-Fidelity MRI Reconstruction MIDL 2026
Sparse Subspace Diffusion Model for Physically Consistent Accelerated MRI Reconstruction MIDL 2026
MASC: Metal-Aware Sampling and Correction via Reinforcement Learning for Accelerated MRI MIDL 2026
Evaluation of 3D Ultrasound Reconstruction and 2D/3D Segmentation for Neonatal Hip Dysplasia Screening MIDL 2026
Evaluating the Impact of Medical Image Reconstruction on Downstream AI Fairness and Performance MIDL 2026
GAMBAS: Generalised-Hilbert Mamba for Super-resolution of Paediatric Ultra-Low-Field MRI MIDL 2025
Family of Deep Image Prior Networks for Accelerated 3D LGE-MRI Acquisition with Enhanced Reconstruction MIDL 2025
Neural fields for tissue attenuation curve reconstruction in sparsely sampled time-resolved CT MIDL 2025
LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching MIDL 2025
LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction NIPS 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging NIPS 2024
Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction AAAI 2024
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI CVPR 2024
Robust Model-Based Face Reconstruction Through Weakly-Supervised Outlier Segmentation CVPR 2023
Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus Measurements AAAI 2022
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022
Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction AAAI 2021