Faster, Self-Supervised Super-Resolution for Anisotropic Multi-View MRI Using a Sparse Coordinate Loss
Fuente:
arXiv
Saved in:
| Main Authors: | Schlereth, Maja, Schillinger, Moritz, Breininger, Katharina |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decomposition Sampling for Efficient Region Annotations in Active Learning
by: Qiu, Jingna, et al.
Published: (2025)
by: Qiu, Jingna, et al.
Published: (2025)
Leveraging image captions for selective whole slide image annotation
by: Qiu, Jingna, et al.
Published: (2024)
by: Qiu, Jingna, et al.
Published: (2024)
Self-Supervised Weighted Image Guided Quantitative MRI Super-Resolution
by: Samadifardheris, Alireza, et al.
Published: (2025)
by: Samadifardheris, Alireza, et al.
Published: (2025)
SRSplat: Feed-Forward Super-Resolution Gaussian Splatting from Sparse Multi-View Images
by: Hu, Xinyuan, et al.
Published: (2025)
by: Hu, Xinyuan, et al.
Published: (2025)
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting
by: Wan, Yecong, et al.
Published: (2025)
by: Wan, Yecong, et al.
Published: (2025)
Enhanced Self-Supervised Multi-Image Super-Resolution for Camera Array Images
by: Chen, Yating, et al.
Published: (2026)
by: Chen, Yating, et al.
Published: (2026)
Is Self-Supervision Enough? Benchmarking Foundation Models Against End-to-End Training for Mitotic Figure Classification
by: Ganz, Jonathan, et al.
Published: (2024)
by: Ganz, Jonathan, et al.
Published: (2024)
Self-Supervised Spatial And Zero-Shot Angular Super-Resolution by Spatial-Angular Implicit Representation For Rotating-View SNR-Efficient Diffusion MRI
by: Wu, Yinzhe, et al.
Published: (2026)
by: Wu, Yinzhe, et al.
Published: (2026)
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution
by: Li, Guangyuan, et al.
Published: (2024)
by: Li, Guangyuan, et al.
Published: (2024)
Self-Supervised Super-Resolution for Sentinel-5P Hyperspectral Images
by: Ali, Hyam Omar, et al.
Published: (2026)
by: Ali, Hyam Omar, et al.
Published: (2026)
Single-Subject Multi-View MRI Super-Resolution via Implicit Neural Representations
by: Kim, Heejong, et al.
Published: (2026)
by: Kim, Heejong, et al.
Published: (2026)
Likelihood-Separable Diffusion Inference for Multi-Image MRI Super-Resolution
by: Remedios, Samuel W., et al.
Published: (2026)
by: Remedios, Samuel W., et al.
Published: (2026)
SpectraMorph: Structured Latent Learning for Self-Supervised Hyperspectral Super-Resolution
by: Shah, Ritik, et al.
Published: (2025)
by: Shah, Ritik, et al.
Published: (2025)
Decoupling Multi-Contrast Super-Resolution: Self-Supervised Implicit Re-Representation for Unpaired Cross-Modal Synthesis
by: Wu, Yinzhe, et al.
Published: (2025)
by: Wu, Yinzhe, et al.
Published: (2025)
Deform-Mamba Network for MRI Super-Resolution
by: Ji, Zexin, et al.
Published: (2024)
by: Ji, Zexin, et al.
Published: (2024)
Self-Supervised Uncertainty Estimation For Super-Resolution of Satellite Images
by: Zheng, Zhe, et al.
Published: (2026)
by: Zheng, Zhe, et al.
Published: (2026)
Exploiting Self-Supervised Constraints in Image Super-Resolution
by: Wu, Gang, et al.
Published: (2024)
by: Wu, Gang, et al.
Published: (2024)
Multi-View Crowd Counting With Self-Supervised Learning
by: Mo, Hong, et al.
Published: (2025)
by: Mo, Hong, et al.
Published: (2025)
SSCM: A Spatial-Semantic Consistent Model for Multi-Contrast MRI Super-Resolution
by: Wu, Xiaoman, et al.
Published: (2025)
by: Wu, Xiaoman, et al.
Published: (2025)
Robust Self-Supervised Cross-Modal Super-Resolution against Real-World Misaligned Observations
by: Dong, Xiaoyu, et al.
Published: (2026)
by: Dong, Xiaoyu, et al.
Published: (2026)
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations
by: Zhang, Zhilu, et al.
Published: (2024)
by: Zhang, Zhilu, et al.
Published: (2024)
SIMPLE: Simultaneous Multi-Plane Self-Supervised Learning for Isotropic MRI Restoration from Anisotropic Data
by: Benisty, Rotem, et al.
Published: (2024)
by: Benisty, Rotem, et al.
Published: (2024)
High-Resolution Be Aware! Improving the Self-Supervised Real-World Super-Resolution
by: Zhang, Yuehan, et al.
Published: (2024)
by: Zhang, Yuehan, et al.
Published: (2024)
Self-Supervised Partial Cycle-Consistency for Multi-View Matching
by: Taggenbrock, Fedor, et al.
Published: (2025)
by: Taggenbrock, Fedor, et al.
Published: (2025)
Robustness and Diagnostic Performance of Super-Resolution Fetal Brain MRI
by: Masterl, Ema, et al.
Published: (2025)
by: Masterl, Ema, et al.
Published: (2025)
MVGSR: Multi-View Consistent 3D Gaussian Super-Resolution via Epipolar Guidance
by: Zhang, Kaizhe, et al.
Published: (2025)
by: Zhang, Kaizhe, et al.
Published: (2025)
WSCLoc: Weakly-Supervised Sparse-View Camera Relocalization
by: Wang, Jialu, et al.
Published: (2024)
by: Wang, Jialu, et al.
Published: (2024)
No Pose at All: Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views
by: Huang, Ranran, et al.
Published: (2025)
by: Huang, Ranran, et al.
Published: (2025)
Self-Supervised Uncalibrated Multi-View Video Anonymization in the Operating Room
by: Chen, Keqi, et al.
Published: (2026)
by: Chen, Keqi, et al.
Published: (2026)
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation
by: Song, Zhiyun, et al.
Published: (2024)
by: Song, Zhiyun, et al.
Published: (2024)
SkipSR: Faster Super Resolution with Token Skipping
by: Choudhury, Rohan, et al.
Published: (2025)
by: Choudhury, Rohan, et al.
Published: (2025)
Training Self-Supervised Depth Completion Using Sparse Measurements and a Single Image
by: Fan, Rizhao, et al.
Published: (2025)
by: Fan, Rizhao, et al.
Published: (2025)
MGHF: Multi-Granular High-Frequency Perceptual Loss for Image Super-Resolution
by: Sami, Shoaib Meraj, et al.
Published: (2024)
by: Sami, Shoaib Meraj, et al.
Published: (2024)
Effortless Vision-Language Model Specialization in Histopathology without Annotation
by: Qiu, Jingna, et al.
Published: (2025)
by: Qiu, Jingna, et al.
Published: (2025)
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation
by: Srivastav, Vinkle, et al.
Published: (2024)
by: Srivastav, Vinkle, et al.
Published: (2024)
TV-based Deep 3D Self Super-Resolution for fMRI
by: Pérez-Bueno, Fernando, et al.
Published: (2024)
by: Pérez-Bueno, Fernando, et al.
Published: (2024)
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss
by: Kim, Jaeha, et al.
Published: (2024)
by: Kim, Jaeha, et al.
Published: (2024)
Unrolled Reconstruction with Integrated Super-Resolution for Accelerated 3D LGE MRI
by: Hisham, Md Hasibul Husain, et al.
Published: (2026)
by: Hisham, Md Hasibul Husain, et al.
Published: (2026)
SuperFormer: Volumetric Transformer Architectures for MRI Super-Resolution
by: Forigua, Cristhian, et al.
Published: (2024)
by: Forigua, Cristhian, et al.
Published: (2024)
SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
by: Jyhne, Sander Riisøen, et al.
Published: (2025)
by: Jyhne, Sander Riisøen, et al.
Published: (2025)
Similar Items
-
Decomposition Sampling for Efficient Region Annotations in Active Learning
by: Qiu, Jingna, et al.
Published: (2025) -
Leveraging image captions for selective whole slide image annotation
by: Qiu, Jingna, et al.
Published: (2024) -
Self-Supervised Weighted Image Guided Quantitative MRI Super-Resolution
by: Samadifardheris, Alireza, et al.
Published: (2025) -
SRSplat: Feed-Forward Super-Resolution Gaussian Splatting from Sparse Multi-View Images
by: Hu, Xinyuan, et al.
Published: (2025) -
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting
by: Wan, Yecong, et al.
Published: (2025)