Copertina

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhang, Tongshun, Liu, Pingling, Zhang, Zijian, Zhou, Qiuzhan
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration
di: Zhang, Tongshun, et al.
Pubblicazione: (2025)

CIVQLLIE: Causal Intervention with Vector Quantization for Low-Light Image Enhancement
di: Zhang, Tongshun, et al.
Pubblicazione: (2025)

BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement
di: Zhang, Tongshun, et al.
Pubblicazione: (2025)

CWNet: Causal Wavelet Network for Low-Light Image Enhancement
di: Zhang, Tongshun, et al.
Pubblicazione: (2025)

A Physically-Grounded Attack and Adaptive Defense Framework for Real-World Low-Light Image Enhancement
di: Zhang, Tongshun, et al.
Pubblicazione: (2026)

Zero-Shot Low-Light Image Enhancement via Joint Frequency Domain Priors Guided Diffusion
di: He, Jinhong, et al.
Pubblicazione: (2024)

ReF-LLE: Personalized Low-Light Enhancement via Reference-Guided Deep Reinforcement Learning
di: Zhao, Ming, et al.
Pubblicazione: (2025)

WEC-DG: Multi-Exposure Wavelet Correction Method Guided by Degradation Description
di: Zhao, Ming, et al.
Pubblicazione: (2025)

Distilling Semantic Priors from SAM to Efficient Image Restoration Models
di: Zhang, Quan, et al.
Pubblicazione: (2024)

DRNet: All-in-One Image Restoration via Prior-Guided Dynamic Reparameterization
di: Li, Ao, et al.
Pubblicazione: (2026)

RPCASSM: Robust PCA State Space Model For Infrared Small Target Detection
di: Liu, Pingping, et al.
Pubblicazione: (2026)

Joint RGB-Spectral Decomposition Model Guided Image Enhancement in Mobile Photography
di: Zhou, Kailai, et al.
Pubblicazione: (2024)

A Frequency-Aware Self-Supervised Learning for Ultra-Wide-Field Image Enhancement
di: Liao, Weicheng, et al.
Pubblicazione: (2025)

Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration
di: Zhou, Shihao, et al.
Pubblicazione: (2024)

DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement
di: Zhang, Tongshun, et al.
Pubblicazione: (2024)

TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration
di: Tu, Yanjie, et al.
Pubblicazione: (2026)

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

Ultra-High-Definition Image Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution
di: Wang, Liyan, et al.
Pubblicazione: (2024)

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
di: Cui, Yuning, et al.
Pubblicazione: (2024)

Laplace-Mamba: Laplace Frequency Prior-Guided Mamba-CNN Fusion Network for Image Dehazing
di: Wang, Yongzhen, et al.
Pubblicazione: (2025)

Bracketing Image Restoration and Enhancement with High-Low Frequency Decomposition
di: Chen, Genggeng, et al.
Pubblicazione: (2024)

Distilling Textual Priors from LLM to Efficient Image Fusion
di: Zhang, Ran, et al.
Pubblicazione: (2025)

Frequency Enhancement for Image Demosaicking
di: Liu, Jingyun, et al.
Pubblicazione: (2025)

SIMI: Self-information Mining Network for Low-light Image Enhancement
di: Fu, Xuanshuo, et al.
Pubblicazione: (2026)

JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement
di: Wu, Yuhui, et al.
Pubblicazione: (2023)

IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond
di: Hu, Peng, et al.
Pubblicazione: (2025)

RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution
di: Wang, Jiangang, et al.
Pubblicazione: (2024)

FDG-Diff: Frequency-Domain-Guided Diffusion Framework for Compressed Hazy Image Restoration
di: Zhang, Ruicheng, et al.
Pubblicazione: (2025)

SSP-IR: Semantic and Structure Priors for Diffusion-based Realistic Image Restoration
di: Zhang, Yuhong, et al.
Pubblicazione: (2024)

Prior-Guided Residual Diffusion: Calibrated and Efficient Medical Image Segmentation
di: Mao, Fuyou, et al.
Pubblicazione: (2025)

Training-Free Large Model Priors for Multiple-in-One Image Restoration
di: He, Xuanhua, et al.
Pubblicazione: (2024)

Neural Discrimination-Prompted Transformers for Efficient UHD Image Restoration and Enhancement
di: Wang, Cong, et al.
Pubblicazione: (2026)

Restoration by Generation with Constrained Priors
di: Ding, Zheng, et al.
Pubblicazione: (2023)

Any Image Restoration via Efficient Spatial-Frequency Degradation Adaptation
di: Ren, Bin, et al.
Pubblicazione: (2025)

TIDE: Two-Stage Inverse Degradation Estimation with Guided Prior Disentanglement for Underwater Image Restoration
di: Venkatraman, Shravan, et al.
Pubblicazione: (2025)

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

All-in-One Medical Image Restoration with Latent Diffusion-Enhanced Vector-Quantized Codebook Prior
di: Chen, Haowei, et al.
Pubblicazione: (2025)

Frequency-domain Learning with Kernel Prior for Blind Image Deblurring
di: Sun, Jixiang, et al.
Pubblicazione: (2025)

Degradation Frequency Curve: An Explicit Frequency-Quantified Representation for All-in-One Image Restoration
di: Huang, Xinghua, et al.
Pubblicazione: (2026)

Geometry-Guided Self-Supervision for Ultra-Fine-Grained Recognition with Limited Data
di: Wang, Shijie, et al.
Pubblicazione: (2026)