Cover Image

Low-Field Magnetic Resonance Image Quality Enhancement using a Conditional Flow Matching Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Huu Tien, Eldaly, Ahmed Karam
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Low-Field Magnetic Resonance Image Quality Enhancement using Undersampled k-Space and Out-of-Distribution Generalisation
by: Anyimadu, Daniel Tweneboah, et al.
Published: (2026)

Low-Field Magnetic Resonance Image Enhancement using Undersampled k-Space
by: Anyimadu, Daniel Tweneboah, et al.
Published: (2026)

Towards Human-AI Collaboration System for the Detection of Invasive Ductal Carcinoma in Histopathology Images
by: Han, Shuo, et al.
Published: (2025)

Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging
by: Oh, Kwanseok, et al.
Published: (2024)

Aleatoric Uncertainty Medical Image Segmentation Estimation via Flow Matching
by: Van Nguyen, Phi, et al.
Published: (2025)

Alternative Learning Paradigms for Image Quality Transfer
by: Eldaly, Ahmed Karam, et al.
Published: (2024)

DeepHistoViT: An Interpretable Vision Transformer Framework for Histopathological Cancer Classification
by: Mosalpuri, Ravi, et al.
Published: (2026)

Image-Conditional Diffusion Transformer for Underwater Image Enhancement
by: Nie, Xingyang, et al.
Published: (2024)

Direct low-field MRI super-resolution using undersampled k-space
by: Anyimadu, Daniel Tweneboah, et al.
Published: (2026)

Triad: Vision Foundation Model for 3D Magnetic Resonance Imaging
by: Wang, Shansong, et al.
Published: (2025)

ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language Retrieval
by: Nguyen, Tien-Huy, et al.
Published: (2026)

Real-Time Person Image Synthesis Using a Flow Matching Model
by: Jeong, Jiwoo, et al.
Published: (2025)

MicroscopyMatching: Towards a Ready-to-use Framework for Microscopy Image Analysis in Diverse Conditions
by: Hui, Xiaofei, et al.
Published: (2026)

ResMatching: Noise-Resilient Computational Super-Resolution via Guided Conditional Flow Matching
by: Ray, Anirban, et al.
Published: (2025)

FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation
by: Bill, Eric Tillmann, et al.
Published: (2026)

Letting Trajectories Spread: Quality-Preserving Control for Diverse Flow Matching
by: Wu, Jingxuan, et al.
Published: (2025)

HazeMatching: Dehazing Light Microscopy Images with Guided Conditional Flow Matching
by: Ray, Anirban, et al.
Published: (2025)

MADTempo: An Interactive System for Multi-Event Temporal Video Retrieval with Query Augmentation
by: Vu, Huu-An, et al.
Published: (2025)

Stochastic Resonance Improves the Detection of Low Contrast Images in Deep Learning Models
by: Ludwig, Siegfried
Published: (2025)

MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging through Symmetrical Flow Matching
by: Caetano, Francisco, et al.
Published: (2025)

Flow-OPD: On-Policy Distillation for Flow Matching Models
by: Fang, Zhen, et al.
Published: (2026)

Natural Language Supervision for Low-light Image Enhancement
by: Tang, Jiahui, et al.
Published: (2025)

Lightweight Models for Emotional Analysis in Video
by: Nguyen, Quoc-Tien, et al.
Published: (2025)

Flowception: Temporally Expansive Flow Matching for Video Generation
by: Ifriqi, Tariq Berrada, et al.
Published: (2025)

Taming Identity Consistency and Prompt Diversity in Diffusion Models via Latent Concatenation and Masked Conditional Flow Matching
by: Singhania, Aditi, et al.
Published: (2025)

ReynoldsFlow: Exquisite Flow Estimation via Reynolds Transport Theorem
by: Chen, Yu-Hsi, et al.
Published: (2025)

Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models
by: Caetano, Francisco, et al.
Published: (2025)

Flow-GRPO: Training Flow Matching Models via Online RL
by: Liu, Jie, et al.
Published: (2025)

Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels
by: Pilligua, Maria, et al.
Published: (2025)

LMM-IQA: Image Quality Assessment for Low-Dose CT Imaging
by: Celik, Kagan, et al.
Published: (2025)

Reflective Flow Sampling Enhancement
by: Zhou, Zikai, et al.
Published: (2026)

Restoration Adaptation for Semantic Segmentation on Low Quality Images
by: Guan, Kai, et al.
Published: (2026)

FusionFM: All-in-One Multi-Modal Image Fusion with Flow Matching
by: Zhu, Huayi, et al.
Published: (2025)

HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation
by: Le, Tran Quoc Khanh, et al.
Published: (2025)

DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision
by: Yin, Xiangchen, et al.
Published: (2023)

ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement
by: Guo, Xuejian, et al.
Published: (2025)

Learning Physics-Informed Color-Aware Transforms for Low-Light Image Enhancement
by: Yang, Xingxing, et al.
Published: (2025)

Multinex: Lightweight Low-light Image Enhancement via Multi-prior Retinex
by: Brateanu, Alexandru, et al.
Published: (2026)

A Robust Algorithm for Contactless Fingerprint Enhancement and Matching
by: Siddiqui, Mahrukh, et al.
Published: (2024)

DIAMOND: Directed Inference for Artifact Mitigation in Flow Matching Models
by: Polowczyk, Alicja, et al.
Published: (2026)