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 951–983 of 983 papers

TitleStatusHype
Sparse Coral Classification Using Deep Convolutional Neural Networks—0
LLNet: A Deep Autoencoder Approach to Natural Low-light Image EnhancementCode0
Chebyshev and Conjugate Gradient Filters for Graph Image Denoising—0
Iterative Thresholded Bi-Histogram Equalization for Medical Image Enhancement—0
Depth Image Enhancement Using Local Tangent Plane Approximations—0
High Density Noise Removal by Cascading Algorithms—0
Color Image Enhancement Using the lrgb Coordinates in the Context of Support FuzzificationCode0
Image enhancement in intensity projected multichannel MRI using spatially adaptive directional anisotropic diffusion—0
Gray level image enhancement using the Bernstein polynomials—0
Image Enhancement Using a Generalization of Homographic Function—0
Image enhancement using the mean dynamic range maximization with logarithmic operations—0
Gray Level Image Enhancement Using Polygonal Functions—0
An Algebraical Model for Gray Level Images—0
The Affine Transforms for Image Enhancement in the Context of Logarithmic Models—0
Color Image Enhancement In the Framework of Logarithmic Models—0
A survey of modern optical character recognition techniques—0
Iris Biometric System using a hybrid approach—0
A New Framework for Retinex based Color Image Enhancement using Particle Swarm Optimization—0
Design of Novel Algorithm and Architecture for Gaussian Based Color Image Enhancement System for Real Time Applications—0
Enhancing the Accuracy of Biometric Feature Extraction Fusion Using Gabor Filter and Mahalanobis Distance Algorithm—0
Natural Color Image Enhancement based on Modified Multiscale Retinex Algorithm and Performance Evaluation usingWavelet Energy—0
Motion-Depth: RGB-D Depth Map Enhancement with Motion and Depth in Complement—0
Quality Assessment for Comparing Image Enhancement Algorithms—0
Comparative analysis of evolutionary algorithms for image enhancement—0
Image enhancement using fusion by wavelet transform and laplacian pyramid—0
A Comparative Study of Histogram Equalization Based Image Enhancement Techniques for Brightness Preservation and Contrast Enhancement—0
The STONE Transform: Multi-Resolution Image Enhancement and Real-Time Compressive VideoCode0
Contrast Enhancement And Brightness Preservation Using Multi- Decomposition Histogram Equalization—0
Dictionary learning based image enhancement for rarity detection—0
Curved Gabor Filters for Fingerprint Image Enhancement—0
A Comprehensive Review of Image Enhancement TechniquesCode0
Nonlinear Filter Based Image Denoising Using AMF Approach—0
Color Image Enhancement Using the Support Fuzzification in the Framework of the Logarithmic ModelCode0
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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