Copertina

Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Kong, Derong, Yang, Zhixiong, Li, Shengxi, Zhi, Shuaifeng, Liu, Li, Liu, Zhen, Xia, Jingyuan
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

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

Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation
di: Xia, Jingyuan, et al.
Pubblicazione: (2024)

Machines Serve Human: A Novel Variable Human-machine Collaborative Compression Framework
di: Zhang, Zifu, et al.
Pubblicazione: (2025)

GDROS: A Geometry-Guided Dense Registration Framework for Optical-SAR Images under Large Geometric Transformations
di: Sun, Zixuan, et al.
Pubblicazione: (2025)

Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Learning
di: Xu, Huali, et al.
Pubblicazione: (2024)

Advancing Unsupervised Low-light Image Enhancement: Noise Estimation, Illumination Interpolation, and Self-Regulation
di: Liu, Xiaofeng, et al.
Pubblicazione: (2023)

Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey
di: Xu, Huali, et al.
Pubblicazione: (2023)

Unlocking Optical Prior: Spectrum-Guided Knowledge Transfer for SAR Generalized Category Discovery
di: Xia, Jingyuan, et al.
Pubblicazione: (2026)

Hierarchical Semantic Compression for Consistent Image Semantic Restoration
di: Li, Shengxi, et al.
Pubblicazione: (2025)

Hierarchical Vector Quantization for Unsupervised Action Segmentation
di: Spurio, Federico, et al.
Pubblicazione: (2024)

PlaneRecTR++: Unified Query Learning for Joint 3D Planar Reconstruction and Pose Estimation
di: Shi, Jingjia, et al.
Pubblicazione: (2023)

Step-wise Distribution Alignment Guided Style Prompt Tuning for Source-free Cross-domain Few-shot Learning
di: Xu, Huali, et al.
Pubblicazione: (2024)

Degradation-Aware Hierarchical Termination for Blind Quality Enhancement of Compressed Video
di: Yu, Li, et al.
Pubblicazione: (2025)

Simultaneous Enhancement and Noise Suppression under Complex Illumination Conditions
di: Tao, Jing, et al.
Pubblicazione: (2025)

Gaussian-Voxel Duet: A Dual-Scaffolding Hybrid Representation for Fast and Accurate Monocular Surface Reconstruction
di: Du, Zhenhua, et al.
Pubblicazione: (2026)

A Causal Adjustment Module for Debiasing Scene Graph Generation
di: Liu, Li, et al.
Pubblicazione: (2025)

Advancing Applications of Satellite Photogrammetry: Novel Approaches for Built-up Area Modeling and Natural Environment Monitoring using Stereo/Multi-view Satellite Image-derived 3D Data
di: Gui, Shengxi
Pubblicazione: (2024)

QVD: Post-training Quantization for Video Diffusion Models
di: Tian, Shilong, et al.
Pubblicazione: (2024)

ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement
di: Xu, Xin, et al.
Pubblicazione: (2025)

Tail-Aware Post-Training Quantization for 3D Geometry Models
di: Pan, Sicheng, et al.
Pubblicazione: (2026)

TVG-SLAM: Robust Gaussian Splatting SLAM with Tri-view Geometric Constraints
di: Tan, Zhen, et al.
Pubblicazione: (2025)

QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation
di: Wu, Junyi, et al.
Pubblicazione: (2025)

Unsupervised Skeleton-Based Action Segmentation via Hierarchical Spatiotemporal Vector Quantization
di: Ahmed, Umer, et al.
Pubblicazione: (2026)

Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement
di: Li, Yini, et al.
Pubblicazione: (2025)

SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement
di: Li, Hanting, et al.
Pubblicazione: (2025)

Increasing Rosacea Awareness Among Population Using Deep Learning and Statistical Approaches
di: Yang, Chengyu, et al.
Pubblicazione: (2024)

ISALux: Illumination and Segmentation Aware Transformer Employing Mixture of Experts for Low Light Image Enhancement
di: Balmez, Raul, et al.
Pubblicazione: (2025)

Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model
di: Liu, Yang, et al.
Pubblicazione: (2024)

Underwater Variable Zoom: Depth-Guided Perception Network for Underwater Image Enhancement
di: Huang, Zhixiong, et al.
Pubblicazione: (2024)

RTF-Q: Efficient Unsupervised Domain Adaptation with Retraining-free Quantization
di: Du, Nanyang, et al.
Pubblicazione: (2024)

Boosting Visual Recognition in Real-world Degradations via Unsupervised Feature Enhancement Module with Deep Channel Prior
di: Liu, Zhanwen, et al.
Pubblicazione: (2024)

Bayesian Test-Time Adaptation for Vision-Language Models
di: Zhou, Lihua, et al.
Pubblicazione: (2025)

Diffusion-Based Low-Light Image Enhancement with Color and Luminance Priors
di: Fu, Xuanshuo, et al.
Pubblicazione: (2026)

MRI Contrast Enhancement Kinetics World Model
di: Kong, Jindi, et al.
Pubblicazione: (2026)

ELoG-GS: Dual-Branch Gaussian Splatting with Luminance-Guided Enhancement for Extreme Low-light 3D Reconstruction
di: Liu, Yuhao, et al.
Pubblicazione: (2026)

Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain
di: Xing, Qunliang, et al.
Pubblicazione: (2024)

IAML: Illumination-Aware Mirror Loss for Progressive Learning in Low-Light Image Enhancement Auto-encoders
di: Mohsen, Farida, et al.
Pubblicazione: (2026)

Context Enhancement with Reconstruction as Sequence for Unified Unsupervised Anomaly Detection
di: Yang, Hui-Yue, et al.
Pubblicazione: (2024)

AMIEOD: Adaptive Multi-Experts Image Enhancement for Object Detection in Low-Illumination Scenes
di: Huang, Xiaochen, et al.
Pubblicazione: (2026)

Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR
di: Peng, Bowen, et al.
Pubblicazione: (2024)