SOTAVerified

Image Enhancement

Image Enhancement is basically improving the interpretability or perception of information in images for human viewers and providing ‘better’ input for other automated image processing techniques. The principal objective of Image Enhancement is to modify attributes of an image to make it more suitable for a given task and a specific observer.

Source: A Comprehensive Review of Image Enhancement Techniques

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 983 papers

TitleStatusHype
LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image EnhancementCode0
A Deep-Learning-Based Label-free No-Reference Image Quality Assessment Metric: Application in Sodium MRI Denoising—0
UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image EnhancementCode0
SDI-Net: Toward Sufficient Dual-View Interaction for Low-light Stereo Image Enhancement—0
Harnessing Multi-resolution and Multi-scale Attention for Underwater Image RestorationCode0
Latent Disentanglement for Low Light Image Enhancement—0
Joint Image De-noising and Enhancement for Satellite-Based SAR—0
Underwater Object Detection Enhancement via Channel StabilizationCode0
ALEN: A Dual-Approach for Uniform and Non-Uniform Low-Light Image EnhancementCode0
Mamba-UIE: Enhancing Underwater Images with Physical Model ConstraintCode0
S-E Pipeline: A Vision Transformer (ViT) based Resilient Classification Pipeline for Medical Imaging Against Adversarial Attacks—0
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement—0
Dual High-Order Total Variation Model for Underwater Image RestorationCode0
Adaptive Frequency Enhancement Network for Single Image Deraining—0
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement—0
Low-Light Image Enhancement Based on Cell Vibration Energy Model and Lightness DifferenceCode0
ERD: Exponential Retinex decomposition based on weak space and hybrid nonconvex regularization and its denoising application—0
CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement—0
Image-Conditional Diffusion Transformer for Underwater Image Enhancement—0
A Physical Model-Guided Framework for Underwater Image Enhancement and Depth EstimationCode0
BiCo-Fusion: Bidirectional Complementary LiDAR-Camera Fusion for Semantic- and Spatial-Aware 3D Object Detection—0
IDA-UIE: An Iterative Framework for Deep Network-based Degradation Aware Underwater Image Enhancement—0
Quality-guided Skin Tone Enhancement for Portrait PhotographyCode0
LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement—0
WaterMono: Teacher-Guided Anomaly Masking and Enhancement Boosting for Robust Underwater Self-Supervised Monocular Depth EstimationCode0
ECAFormer: Low-light Image Enhancement using Cross AttentionCode0
Diffusion-Based Adaptation for Classification of Unknown Degraded ImagesCode0
Enhancing Supermarket Robot Interaction: A Multi-Level LLM Conversational Interface for Handling Diverse Customer Intents—0
RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement—0
Bilateral Interaction for Local-Global Collaborative Perception in Low-Light Image EnhancementCode0
3D CBCT Challenge 2024: Improved Cone Beam CT Reconstruction using SwinIR-Based Sinogram and Image Enhancement—0
Research on Tumors Segmentation based on Image Enhancement Method—0
Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image CompressionCode0
ATTIQA: Generalizable Image Quality Feature Extractor using Attribute-aware Pretraining—0
Lightening Anything in Medical Images—0
A Comprehensive Survey on Underwater Image Enhancement Based on Deep LearningCode0
VisTA-SR: Improving the Accuracy and Resolution of Low-Cost Thermal Imaging Cameras for Agriculture—0
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space—0
A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map PriorCode0
Verification technology for finger vein biometric—0
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement—0
WaterMamba: Visual State Space Model for Underwater Image Enhancement—0
Palette-based Color Transfer between Images—0
Multimodal Super-Resolution: Discovering hidden physics and its application to fusion plasmas—0
Remote Sensing Image Enhancement through Spatiotemporal Filtering—0
Inhomogeneous illumination image enhancement under ex-tremely low visibility condition—0
Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention—0
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPsCode0
Text in the Dark: Extremely Low-Light Text Image EnhancementCode0
On-board classification of underwater images using hybrid classical-quantum CNN based method—0
Show:102550
← PrevPage 9 of 20Next →
All datasetsMIT-Adobe 5kTIP 2018Exposure-ErrorsMIT-Adobe FiveKSICE-GradSICE-Mix

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HG-MTFEPSNR on proRGB25.69—Unverified
2PQDynamicISPPSNR on proRGB25.53—Unverified
3RSFNet-mapPSNR on proRGB25.49—Unverified
4AdaIntPSNR on proRGB25.49—Unverified
5SepLUTPSNR on proRGB25.47—Unverified
6MTFEPSNR on proRGB25.46—Unverified
73D LUTPSNR on proRGB25.21—Unverified
8RetinexformerPSNR on sRGB24.94—Unverified
94D LUTPSNR on proRGB24.61—Unverified
10DIFAR (MSCA, level 1)PSNR on proRGB24.2—Unverified
#ModelMetricClaimedVerifiedStatus
1ESDNet-LPSNR30.11—Unverified
2MBCNNPSNR30.03—Unverified
3ESDNetPSNR29.81—Unverified
4Uformer-BPSNR29.28—Unverified
5MopNetPSNR27.75—Unverified
6DMCNNPSNR26.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Exposure-slotPSNR23.18—Unverified
2CSECPSNR22.73—Unverified
3LCDPNetPSNR22.17—Unverified
4IATPSNR20.34—Unverified
5MSECPSNR20.21—Unverified
#ModelMetricClaimedVerifiedStatus
1TreEnhanceDeltaE11.25—Unverified
#ModelMetricClaimedVerifiedStatus
1CIDNetAverage PSNR13.45—Unverified
#ModelMetricClaimedVerifiedStatus
1CIDNetAverage PSNR13.43—Unverified