Can Large Pretrained Depth Estimation Models Help With Image Dehazing?
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Hongfei, Zhou, Kun, Wu, Ruizheng, Lu, Jiangbo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video
by: Fan, Junkai, et al.
Published: (2024)
by: Fan, Junkai, et al.
Published: (2024)
ProDehaze: Prompting Diffusion Models Toward Faithful Image Dehazing
by: Zhou, Tianwen, et al.
Published: (2025)
by: Zhou, Tianwen, et al.
Published: (2025)
Depth-agnostic Single Image Dehazing
by: Xu, Honglei, et al.
Published: (2024)
by: Xu, Honglei, et al.
Published: (2024)
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing
by: Zhang, Yafei, et al.
Published: (2024)
by: Zhang, Yafei, et al.
Published: (2024)
UDPNet: Unleashing Depth-based Priors for Robust Image Dehazing
by: Zuo, Zengyuan, et al.
Published: (2026)
by: Zuo, Zengyuan, et al.
Published: (2026)
UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache
by: Wang, Pu, et al.
Published: (2025)
by: Wang, Pu, et al.
Published: (2025)
Single Image Dehazing Using Scene Depth Ordering
by: Ling, Pengyang, et al.
Published: (2024)
by: Ling, Pengyang, et al.
Published: (2024)
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
by: Wang, Cong, et al.
Published: (2023)
by: Wang, Cong, et al.
Published: (2023)
Can Generative Video Models Help Pose Estimation?
by: Cai, Ruojin, et al.
Published: (2024)
by: Cai, Ruojin, et al.
Published: (2024)
Physics-Guided Image Dehazing Diffusion
by: Zhou, Shijun, et al.
Published: (2025)
by: Zhou, Shijun, et al.
Published: (2025)
Frequency Domain-Based Diffusion Model for Unpaired Image Dehazing
by: Liu, Chengxu, et al.
Published: (2025)
by: Liu, Chengxu, et al.
Published: (2025)
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
by: Wang, Ruiyi, et al.
Published: (2025)
by: Wang, Ruiyi, et al.
Published: (2025)
U-shaped Vision Mamba for Single Image Dehazing
by: Zheng, Zhuoran, et al.
Published: (2024)
by: Zheng, Zhuoran, et al.
Published: (2024)
Large Language Models Can Understanding Depth from Monocular Images
by: Xia, Zhongyi, et al.
Published: (2024)
by: Xia, Zhongyi, et al.
Published: (2024)
RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing
by: Zhou, Huiling, et al.
Published: (2024)
by: Zhou, Huiling, et al.
Published: (2024)
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators
by: Wang, Haiping, et al.
Published: (2023)
by: Wang, Haiping, et al.
Published: (2023)
Bilevel Layer-Positioning LoRA for Real Image Dehazing
by: Zhang, Yan, et al.
Published: (2026)
by: Zhang, Yan, et al.
Published: (2026)
UR2P-Dehaze: Learning a Simple Image Dehaze Enhancer via Unpaired Rich Physical Prior
by: Xue, Minglong, et al.
Published: (2025)
by: Xue, Minglong, et al.
Published: (2025)
Learning Unpaired Image Dehazing with Physics-based Rehazy Generation
by: Deng, Haoyou, et al.
Published: (2025)
by: Deng, Haoyou, et al.
Published: (2025)
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing
by: Su, Xiongfei, et al.
Published: (2025)
by: Su, Xiongfei, et al.
Published: (2025)
Unleashing the Potential of the Semantic Latent Space in Diffusion Models for Image Dehazing
by: Yang, Zizheng, et al.
Published: (2025)
by: Yang, Zizheng, et al.
Published: (2025)
Remote Sensing Image Dehazing: A Systematic Review of Progress, Challenges, and Prospects
by: Zhou, Heng, et al.
Published: (2026)
by: Zhou, Heng, et al.
Published: (2026)
DVD: Deterministic Video Depth Estimation with Generative Priors
by: Zhang, Hongfei, et al.
Published: (2026)
by: Zhang, Hongfei, et al.
Published: (2026)
Multi-task Geometric Estimation of Depth and Surface Normal from Monocular 360° Images
by: Huang, Kun, et al.
Published: (2024)
by: Huang, Kun, et al.
Published: (2024)
WTCL-Dehaze: Rethinking Real-world Image Dehazing via Wavelet Transform and Contrastive Learning
by: Appiah, Divine Joseph, et al.
Published: (2024)
by: Appiah, Divine Joseph, et al.
Published: (2024)
4KDehazeFlow: Ultra-High-Definition Image Dehazing via Flow Matching
by: Chen, Xingchi, et al.
Published: (2025)
by: Chen, Xingchi, et al.
Published: (2025)
VIFNet: An End-to-end Visible-Infrared Fusion Network for Image Dehazing
by: Yu, Meng, et al.
Published: (2024)
by: Yu, Meng, et al.
Published: (2024)
Hawk: Learning to Understand Open-World Video Anomalies
by: Tang, Jiaqi, et al.
Published: (2024)
by: Tang, Jiaqi, et al.
Published: (2024)
Non-aligned supervision for Real Image Dehazing
by: Fan, Junkai, et al.
Published: (2023)
by: Fan, Junkai, et al.
Published: (2023)
DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer
by: Dong, Wei, et al.
Published: (2024)
by: Dong, Wei, et al.
Published: (2024)
Efficient Dual-domain Image Dehazing with Haze Prior Perception
by: Zheng, Lirong, et al.
Published: (2025)
by: Zheng, Lirong, et al.
Published: (2025)
6thGrid-Net: Unified Remote Sensing Image Dehazing Based on Color Restoration and Edge-Preserving
by: Bai, Runci, et al.
Published: (2026)
by: Bai, Runci, et al.
Published: (2026)
High-quality Image Dehazing with Diffusion Model
by: Yu, Hu, et al.
Published: (2023)
by: Yu, Hu, et al.
Published: (2023)
Depth Any Panoramas: A Foundation Model for Panoramic Depth Estimation
by: Lin, Xin, et al.
Published: (2025)
by: Lin, Xin, et al.
Published: (2025)
LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset
by: Zhang, Ruikun, et al.
Published: (2024)
by: Zhang, Ruikun, et al.
Published: (2024)
Semi-supervised Image Dehazing via Expectation-Maximization and Bidirectional Brownian Bridge Diffusion Models
by: Liu, Bing, et al.
Published: (2025)
by: Liu, Bing, et al.
Published: (2025)
Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing
by: Fu, Jiayi, et al.
Published: (2025)
by: Fu, Jiayi, et al.
Published: (2025)
Seeing Beyond Haze: Generative Nighttime Image Dehazing
by: Lin, Beibei, et al.
Published: (2025)
by: Lin, Beibei, et al.
Published: (2025)
Rethinking the Elementary Function Fusion for Single-Image Dehazing
by: Rohn, Yesian
Published: (2024)
by: Rohn, Yesian
Published: (2024)
Interaction-Guided Two-Branch Image Dehazing Network
by: Liu, Huichun, et al.
Published: (2024)
by: Liu, Huichun, et al.
Published: (2024)
Similar Items
-
Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video
by: Fan, Junkai, et al.
Published: (2024) -
ProDehaze: Prompting Diffusion Models Toward Faithful Image Dehazing
by: Zhou, Tianwen, et al.
Published: (2025) -
Depth-agnostic Single Image Dehazing
by: Xu, Honglei, et al.
Published: (2024) -
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing
by: Zhang, Yafei, et al.
Published: (2024) -
UDPNet: Unleashing Depth-based Priors for Robust Image Dehazing
by: Zuo, Zengyuan, et al.
Published: (2026)