SOTAVerified

Edge Detection

Edge Detection is a fundamental image processing technique which involves computing an image gradient to quantify the magnitude and direction of edges in an image. Image gradients are used in various downstream tasks in computer vision such as line detection, feature detection, and image classification.

Source: Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring

( Image credit: Kornia )

Papers

Showing 101125 of 490 papers

TitleStatusHype
Deep Learning-Based Automatic Delineation of Liver Domes in kV Triggered Images for Online Breath-hold Reproducibility Verification of Liver Stereotactic Body Radiation Therapy0
Transforming Engineering Diagrams: A Novel Approach for P&ID Digitization using Transformers0
WavShadow: Wavelet Based Shadow Segmentation and Removal0
Deep Learning for Leopard Individual Identification: An Adaptive Angular Margin ApproachCode0
Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models0
Leveraging Spatial Attention and Edge Context for Optimized Feature Selection in Visual Localization0
Generative Edge Detection with Stable Diffusion0
Learning from Pattern Completion: Self-supervised Controllable GenerationCode0
EfficientCrackNet: A Lightweight Model for Crack Segmentation0
Photon Inhibition for Energy-Efficient Single-Photon Imaging0
A Machine Learning Based Approach for Statistical Analysis of Detonation Cells from Soot Foils0
Cycle Pixel Difference Network for Crisp Edge Detection0
Groupwise Image Registration with Edge-Based Loss for Low-SNR Cardiac MRI0
EDCSSM: Edge Detection with Convolutional State Space Model0
Android Malware Detection Based on RGB Images and Multi-feature Fusion0
Optimizing Lung Cancer Detection in CT Imaging: A Wavelet Multi-Layer Perceptron (WMLP) Approach Enhanced by Dragonfly Algorithm (DA)0
Automated Quantification of White Blood Cells in Light Microscopic Images of Injured Skeletal Muscle0
A Multiscale Gradient Fusion Method for Edge Detection in Color Images Utilizing the CBM3D Filter0
UHNet: An Ultra-Lightweight and High-Speed Edge Detection NetworkCode0
More precise edge detectionsCode0
How Homogenizing the Channel-wise Magnitude Can Enhance EEG Classification Model?0
DCSM 2.0: Deep Conditional Shape Models for Data Efficient Segmentation0
Advancements in Orthopaedic Arm Segmentation: A Comprehensive Review0
Research on Edge Detection of LiDAR Images Based on Artificial Intelligence Technology0
A New Class Biorthogonal Spline Wavelet for Image Edge Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DDNODS0.92Unverified
2DexiNedODS0.9Unverified
3BDCNODS0.89Unverified
4LDCODS0.89Unverified
5CATSODS0.89Unverified
6RCFODS0.85Unverified
#ModelMetricClaimedVerifiedStatus
1DexiNed-aODS0.89Unverified
2DexiNed-fODS0.89Unverified
3CATSODS0.89Unverified
4BDCNODS0.89Unverified
5LDCODS0.88Unverified
6RCFODS0.88Unverified
#ModelMetricClaimedVerifiedStatus
1DDNODS0.83Unverified
2TEEDODS0.83Unverified
3LDCODS0.82Unverified
4DexiNedODS0.82Unverified
5PiDiNetODS0.81Unverified
#ModelMetricClaimedVerifiedStatus
1LDCODS0.79Unverified
2BDCNODS0.79Unverified
3PiDiNetODS0.79Unverified
#ModelMetricClaimedVerifiedStatus
1SEDODS0.65Unverified
2DexiNed (WACV'2020)ODS0.65Unverified
#ModelMetricClaimedVerifiedStatus
1RPCNetAP86.15Unverified
2CASENetAP70.8Unverified
#ModelMetricClaimedVerifiedStatus
1CASENetMaximum F-measure71.4Unverified
2WSOBMaximum F-measure52Unverified
#ModelMetricClaimedVerifiedStatus
1RCNF10.82Unverified