Cover Image

Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Wontae, Lee, Keuntek, Cho, Nam Ik
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Controllable Real Image Denoising with Camera Parameters
by: Oh, Youngjin, et al.
Published: (2025)

TM-BSN: Triangular-Masked Blind-Spot Network for Real-World Self-Supervised Image Denoising
by: Park, Junyoung, et al.
Published: (2026)

Enhancing Multi-Exposure High Dynamic Range Imaging with Overlapped Codebook for Improved Representation Learning
by: Lee, Keuntek, et al.
Published: (2025)

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

Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori
by: He, Jinhong, et al.
Published: (2024)

LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement
by: Yang, Haodong, et al.
Published: (2024)

Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution
by: Huang, Binxiao, et al.
Published: (2023)

Taming Lookup Tables for Efficient Image Retouching
by: Yang, Sidi, et al.
Published: (2024)

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening
by: Kim, Sungpyo, et al.
Published: (2024)

A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction
by: Weng, Shyang-En, et al.
Published: (2024)

Image Enhancement Based on Pigment Representation
by: Lee, Se-Ho, et al.
Published: (2025)

Keyed Nonlinear Transform: Lightweight Privacy-Enhancing Feature Sharing for Medical Image Analysis
by: Lee, Haebom, et al.
Published: (2026)

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

Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
by: Zhang, Feng, et al.
Published: (2023)

UHD Low-Light Image Enhancement via Real-Time Enhancement Methods with Clifford Information Fusion
by: Wang, Xiaohan, et al.
Published: (2026)

Layer Decomposition and Morphological Reconstruction for Task-Oriented Infrared Image Enhancement
by: Chai, Siyuan, et al.
Published: (2025)

LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image Enhancement
by: Brateanu, A., et al.
Published: (2024)

Harnessing Lightweight Transformer with Contextual Synergic Enhancement for Efficient 3D Medical Image Segmentation
by: Liu, Xinyu, et al.
Published: (2026)

Online Video Quality Enhancement with Spatial-Temporal Look-up Tables
by: Qu, Zefan, et al.
Published: (2023)

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation
by: Wallace, Thomas, et al.
Published: (2025)

COMPASS: High-Efficiency Deep Image Compression with Arbitrary-scale Spatial Scalability
by: Park, Jongmin, et al.
Published: (2023)

CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement
by: Dong, Xuanzhao, et al.
Published: (2024)

LLM-driven Multimodal Target Volume Contouring in Radiation Oncology
by: Oh, Yujin, et al.
Published: (2023)

Excavate the potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement
by: Cheng, Zheng, et al.
Published: (2025)

RT-Focuser: A Real-Time Lightweight Model for Edge-side Image Deblurring
by: Wu, Zhuoyu, et al.
Published: (2025)

Lite-FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI Image
by: Rumala, Dewinda Julianensi, et al.
Published: (2024)

Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image
by: Zhang, Zerui, et al.
Published: (2024)

Robust Hyperspectral Image Panshapring via Sparse Spatial-Spectral Representation
by: Lee, Chia-Ming, et al.
Published: (2025)

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

Infrared Image Super-Resolution via Lightweight Information Split Network
by: Liu, Shijie, et al.
Published: (2024)

Spatial-aware Transformer-GRU Framework for Enhanced Glaucoma Diagnosis from 3D OCT Imaging
by: Ashtari-Majlan, Mona, et al.
Published: (2024)

Fast and accurate sparse-view CBCT reconstruction using meta-learned neural attenuation field and hash-encoding regularization
by: Shin, Heejun, et al.
Published: (2023)

Camouflage-aware Image-Text Retrieval via Expert Collaboration
by: Jiang, Yao, et al.
Published: (2026)

Real-time Neuron Segmentation for Voltage Imaging
by: Bando, Yosuke, et al.
Published: (2024)

Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration
by: Meng, Mingyuan, et al.
Published: (2024)

NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification
by: Tommasino, Cristian, et al.
Published: (2024)

Enhancing Underwater Images via Adaptive Semantic-aware Codebook Learning
by: Lin, Bosen, et al.
Published: (2026)

Unsupervised Hyperspectral and Multispectral Image Blind Fusion Based on Deep Tucker Decomposition Network with Spatial-Spectral Manifold Learning
by: Wang, He, et al.
Published: (2024)

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

AgentPolyp: Accurate Polyp Segmentation via Image Enhancement Agent
by: Wang, Pu, et al.
Published: (2025)