Cover Image

ZID-Net: Zero-Inference Diffusion Prior Decoupling Network for Single Image Dehazing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Xinheng, Chen, Minghao, Wu, Mengqing, Liu, Yan, Huo, Guanying
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Equivariant Learning for Unsupervised Image Dehazing
by: Wen, Zhang, et al.
Published: (2026)

DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model
by: Zhao, Zhicheng, et al.
Published: (2025)

WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing
by: Hwang, Seongmin, et al.
Published: (2024)

A Polarization Image Dehazing Method Based on the Principle of Physical Diffusion
by: Zhang, Zhenjun, et al.
Published: (2024)

Toward Zero-Shot Learning for Visual Dehazing of Urological Surgical Robots
by: Wu, Renkai, et al.
Published: (2024)

GUSL-Dehaze: A Green U-Shaped Learning Approach to Image Dehazing
by: Movaheddrad, Mahtab, et al.
Published: (2025)

Underwater Image Enhancement via Dehazing and Color Restoration
by: Wu, Chengqin, et al.
Published: (2024)

DiffCom: Decoupled Sparse Priors Guided Diffusion Compression for Point Clouds
by: Zhang, Xiaoge, et al.
Published: (2024)

Semantic Diffusion Posterior Sampling for Cardiac Ultrasound Dehazing
by: Stevens, Tristan S. W., et al.
Published: (2025)

Real-World Remote Sensing Image Dehazing: Benchmark and Baseline
by: Zhu, Zeng-Hui, et al.
Published: (2025)

U-DAVI: Uncertainty-Aware Diffusion-Prior-Based Amortized Variational Inference for Image Reconstruction
by: Varshney, Ayush, et al.
Published: (2026)

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution
by: Liu, Jianjun, et al.
Published: (2023)

CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI Reconstruction
by: Zhang, Liping, et al.
Published: (2023)

DACA-Net: A Degradation-Aware Conditional Diffusion Network for Underwater Image Enhancement
by: Huang, Chang, et al.
Published: (2025)

A PDE-Based Image Dehazing Method via Atmospheric Scattering Theory
by: Hu, Liubing, et al.
Published: (2025)

Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing
by: Tang, Po-Wei, et al.
Published: (2025)

Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging
by: Wu, Zongliang, et al.
Published: (2023)

Adaptive Frequency Enhancement Network for Single Image Deraining
by: Yan, Fei, et al.
Published: (2024)

Fooling the Image Dehazing Models by First Order Gradient
by: Gui, Jie, et al.
Published: (2023)

Sagiri: Low Dynamic Range Image Enhancement with Generative Diffusion Prior
by: Li, Baiang, et al.
Published: (2024)

Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
by: Lin, Yunlong, et al.
Published: (2024)

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

Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification
by: Tang, Peng, et al.
Published: (2024)

GeoDiff-SAR: A Geometric Prior Guided Diffusion Model for SAR Image Generation
by: Zhang, Fan, et al.
Published: (2026)

FDDM: Unsupervised Medical Image Translation with a Frequency-Decoupled Diffusion Model
by: Li, Yunxiang, et al.
Published: (2023)

Sewer Image Super-Resolution with Depth Priors and Its Lightweight Network
by: Pan, Gang, et al.
Published: (2024)

Towards Extreme Image Compression with Latent Feature Guidance and Diffusion Prior
by: Li, Zhiyuan, et al.
Published: (2024)

Prior-guided Diffusion Model for Cell Segmentation in Quantitative Phase Imaging
by: Shao, Zhuchen, et al.
Published: (2024)

A Single-Parameter Factor-Graph Image Prior
by: Wang, Tianyang, et al.
Published: (2026)

Multi-scale Attention Network for Single Image Super-Resolution
by: Wang, Yan, et al.
Published: (2022)

Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency Regularization
by: Liu, Yilin, et al.
Published: (2023)

DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation
by: Xu, Guoping, et al.
Published: (2024)

A Synthetic-to-Real Dehazing Method based on Domain Unification
by: Yuan, Zhiqiang, et al.
Published: (2025)

MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration
by: Ren, Yulin, et al.
Published: (2024)

LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images
by: Ding, Yujie, et al.
Published: (2025)

Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image Compression
by: Li, Junhui, et al.
Published: (2024)

HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model
by: Fu, Hang, et al.
Published: (2024)

KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation
by: Fang, Chenglin, et al.
Published: (2024)

FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging
by: Folden, Justin, et al.
Published: (2024)

Stable Optimization for Large Vision Model Based Deep Image Prior in Cone-Beam CT Reconstruction
by: Wu, Minghui, et al.
Published: (2022)