Cover Image

Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Dong, Cheng, Kwang-Ting
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Aligning Medical Images with General Knowledge from Large Language Models
by: Fang, Xiao, et al.
Published: (2024)

Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation
by: Jiang, Xixi, et al.
Published: (2024)

Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation
by: Lin, Yi, et al.
Published: (2023)

Vessel-Promoted OCT to OCTA Image Translation by Heuristic Contextual Constraints
by: Li, Shuhan, et al.
Published: (2023)

Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation
by: Lin, Yi, et al.
Published: (2025)

Memory Efficient Transformer Adapter for Dense Predictions
by: Zhang, Dong, et al.
Published: (2025)

Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection
by: Gu, Yi, et al.
Published: (2024)

Towards Customized Knowledge Distillation for Chip-Level Dense Image Predictions
by: Zhang, Dong, et al.
Published: (2024)

A Study of Finetuning Video Transformers for Multi-view Geometry Tasks
by: Wu, Huimin, et al.
Published: (2025)

Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective
by: Cai, Yu, et al.
Published: (2024)

SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment
by: Zhao, Weiren, et al.
Published: (2026)

FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness
by: Xiang, Yangyang, et al.
Published: (2024)

Toward Sufficient Spatial-Frequency Interaction for Gradient-aware Underwater Image Enhancement
by: Zhao, Chen, et al.
Published: (2023)

Segment Any-Quality Images with Generative Latent Space Enhancement
by: Guo, Guangqian, et al.
Published: (2025)

Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification
by: Li, Shuhan, et al.
Published: (2024)

Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification
by: Lin, Yi, et al.
Published: (2024)

Low-Level Dataset Distillation for Medical Image Enhancement
by: Xu, Fengzhi, et al.
Published: (2025)

Medverse: A Universal Model for Full-Resolution 3D Medical Image Segmentation, Transformation and Enhancement
by: Hu, Jiesi, et al.
Published: (2025)

TIDE: Achieving Balanced Subject-Driven Image Generation via Target-Instructed Diffusion Enhancement
by: Lin, Jibai, et al.
Published: (2025)

BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels
by: Lin, Yi, et al.
Published: (2024)

SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts
by: Lin, Xian, et al.
Published: (2024)

Token Merging via Spatiotemporal Information Mining for Surgical Video Understanding
by: Jiang, Xixi, et al.
Published: (2025)

Low-Light Image Enhancement via Generative Perceptual Priors
by: Zhou, Han, et al.
Published: (2024)

TCIG: Two-Stage Controlled Image Generation with Quality Enhancement through Diffusion
by: Mohamed, Salaheldin
Published: (2024)

Generative Enhancement for 3D Medical Images
by: Zhu, Lingting, et al.
Published: (2024)

CENet: Context Enhancement Network for Medical Image Segmentation
by: Bozorgpour, Afshin, et al.
Published: (2025)

High-Quality Medical Image Generation from Free-hand Sketch
by: Cap, Quan Huu, et al.
Published: (2024)

Non-parametric regularization for class imbalance federated medical image classification
by: Wicaksana, Jeffry, et al.
Published: (2024)

Towards Any-Quality Image Segmentation via Generative and Adaptive Latent Space Enhancement
by: Guo, Guangqian, et al.
Published: (2026)

Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
by: Ren, Sucheng, et al.
Published: (2024)

MedIAnomaly: A comparative study of anomaly detection in medical images
by: Cai, Yu, et al.
Published: (2024)

AI-Generated Image Quality Assessment Based on Task-Specific Prompt and Multi-Granularity Similarity
by: Xia, Jili, et al.
Published: (2024)

Enhancing Generalization in Medical Visual Question Answering Tasks via Gradient-Guided Model Perturbation
by: Liu, Gang, et al.
Published: (2024)

UARE: A Unified Vision-Language Model for Image Quality Assessment, Restoration, and Enhancement
by: Li, Weiqi, et al.
Published: (2025)

ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement
by: Lei, Mengqi, et al.
Published: (2024)

Domain Generalization with Quantum Enhancement for Medical Image Classification: A Lightweight Approach for Cross-Center Deployment
by: Xia, Jingsong, et al.
Published: (2026)

Preference-Guided Debiasing for No-Reference Enhancement Image Quality Assessment
by: Gao, Shiqi, et al.
Published: (2026)

FreeInpaint: Tuning-free Prompt Alignment and Visual Rationality Enhancement in Image Inpainting
by: Gong, Chao, et al.
Published: (2025)

Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement
by: Jiang, Hongxu, et al.
Published: (2026)

Multimodal Causal-Driven Representation Learning for Generalizable Medical Image Segmentation
by: Liang, Xusheng, et al.
Published: (2025)