Copertina

Multi-scale Conditional Generative Modeling for Microscopic Image Restoration

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Huang, Luzhe, Xiao, Xiongye, Li, Shixuan, Sun, Jiawen, Huang, Yi, Ozcan, Aydogan, Bogdan, Paul
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Pixel super-resolved virtual staining of label-free tissue using diffusion models
di: Zhang, Yijie, et al.
Pubblicazione: (2024)

A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology
di: Huang, Luzhe, et al.
Pubblicazione: (2024)

Harnessing Multi-resolution and Multi-scale Attention for Underwater Image Restoration
di: Pramanick, Alik, et al.
Pubblicazione: (2024)

Advanced Underwater Image Restoration in Complex Illumination Conditions
di: Song, Yifan, et al.
Pubblicazione: (2023)

FlowSteer: Conditioning Flow Field for Consistent Image Restoration
di: Wickremasinghe, Tharindu, et al.
Pubblicazione: (2025)

NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge
di: Liang, Jie, et al.
Pubblicazione: (2024)

Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer
di: Huang, Yuanfei, et al.
Pubblicazione: (2024)

Multi-scale Restoration of Missing Data in Optical Time-series Images with Masked Spatial-Temporal Attention Network
di: Zhang, Zaiyan, et al.
Pubblicazione: (2024)

Image Restoration via Multi-domain Learning
di: Jiang, Xingyu, et al.
Pubblicazione: (2025)

MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation
di: Cheng, Anzhe, et al.
Pubblicazione: (2025)

UGPNet: Universal Generative Prior for Image Restoration
di: Lee, Hwayoon, et al.
Pubblicazione: (2023)

NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge
di: Liang, Jie, et al.
Pubblicazione: (2025)

Task-Guided Prompting for Unified Remote Sensing Image Restoration
di: Huang, Wenli, et al.
Pubblicazione: (2026)

Bridging Restoration and Generation Manifolds in One-Step Diffusion for Real-World Super-Resolution
di: Weng, Shyang-En, et al.
Pubblicazione: (2026)

Frequency-Aware Guidance for Blind Image Restoration via Diffusion Models
di: Xiao, Jun, et al.
Pubblicazione: (2024)

Generative Iris Prior Embedded Transformer for Iris Restoration
di: Huang, Yubo, et al.
Pubblicazione: (2024)

CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image
di: Tang, Xiaojun, et al.
Pubblicazione: (2025)

Generative Adversarial Network on Motion-Blur Image Restoration
di: Li, Zhengdong
Pubblicazione: (2024)

Compositional-Degradation UAV Image Restoration: Conditional Decoupled MoE Network and A Benchmark
di: Yan, Jinquan, et al.
Pubblicazione: (2026)

GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images
di: Wang, Xinying, et al.
Pubblicazione: (2024)

Vision-Language Controlled Deep Unfolding for Joint Medical Image Restoration and Segmentation
di: Chen, Ping, et al.
Pubblicazione: (2026)

Multi-level Attention-guided Graph Neural Network for Image Restoration
di: Jiang, Jiatao, et al.
Pubblicazione: (2025)

MDIQA: Unified Image Quality Assessment for Multi-dimensional Evaluation and Restoration
di: Yao, Shunyu, et al.
Pubblicazione: (2025)

RELD: Regularization by Latent Diffusion Models for Image Restoration
di: Cascarano, Pasquale, et al.
Pubblicazione: (2025)

Rethinking RGB Color Representation for Image Restoration Models
di: Lee, Jaerin, et al.
Pubblicazione: (2024)

Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV
di: Yang, Zhiwen, et al.
Pubblicazione: (2024)

Lightweight Medical Image Restoration via Integrating Reliable Lesion-Semantic Driven Prior
di: Zheng, Pengcheng, et al.
Pubblicazione: (2025)

Hybrid Agents for Image Restoration
di: Li, Bingchen, et al.
Pubblicazione: (2025)

Bright-NeRF:Brightening Neural Radiance Field with Color Restoration from Low-light Raw Images
di: Wang, Min, et al.
Pubblicazione: (2024)

Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance
di: Garber, Tomer, et al.
Pubblicazione: (2023)

Few-Shot Domain Adaptive Object Detection for Microscopic Images
di: Inayat, Sumayya, et al.
Pubblicazione: (2024)

PET Tracer Separation Using Conditional Diffusion Transformer with Multi-latent Space Learning
di: Huang, Bin, et al.
Pubblicazione: (2025)

Infrared Image Deturbulence Restoration Using Degradation Parameter-Assisted Wide & Deep Learning
di: Lu, Yi, et al.
Pubblicazione: (2023)

Edit2Restore:Few-Shot Image Restoration via Parameter-Efficient Adaptation of Pre-trained Editing Models
di: Yılmaz, M. Akın, et al.
Pubblicazione: (2026)

Versatile Cataract Fundus Image Restoration Model Utilizing Unpaired Cataract and High-quality Images
di: Gong, Zheng, et al.
Pubblicazione: (2024)

NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution
di: Conde, Marcos V., et al.
Pubblicazione: (2025)

Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis
di: Bui, Phuoc-Nguyen, et al.
Pubblicazione: (2024)

HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models
di: Pang, Li, et al.
Pubblicazione: (2024)

MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction
di: Cui, Jiaqi, et al.
Pubblicazione: (2024)

Pathology Image Restoration via Mixture of Prompts
di: Cai, Jiangdong, et al.
Pubblicazione: (2025)