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 5175 of 490 papers

TitleStatusHype
RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and DepthCode1
Sanity Checks for Saliency MapsCode1
Self-Supervised Variational Auto-EncodersCode1
STAR-Edge: Structure-aware Local Spherical Curve Representation for Thin-walled Edge Extraction from Unstructured Point CloudsCode1
Deep Learning based Virtual Point Tracking for Real-Time Target-less Dynamic Displacement Measurement in Railway ApplicationsCode1
Total Variation Optimization Layers for Computer VisionCode1
Unmixing Convolutional Features for Crisp Edge DetectionCode1
Euler: Detecting Network Lateral Movement via Scalable Temporal Link PredictionCode1
Geometric Structure Preserving Warp for Natural Image StitchingCode1
Generation of Realistic Synthetic Raw Radar Data for Automated Driving Applications using Generative Adversarial NetworksCode1
Local Label Point Correction for Edge Detection of Overlapping Cervical CellsCode1
EdgeNAT: Transformer for Efficient Edge DetectionCode1
LDC: Lightweight Dense CNN for Edge DetectionCode1
Pixel Difference Networks for Efficient Edge DetectionCode1
Delving into Crispness: Guided Label Refinement for Crisp Edge DetectionCode1
A Robust Color Edge Detection Algorithm Based on Quaternion Hardy Filter0
A Robust Color Edge Detection Algorithm Based on Quaternion Hardy Filter0
A Machine Learning Based Approach for Statistical Analysis of Detonation Cells from Soot Foils0
A Review of Pulse-Coupled Neural Network Applications in Computer Vision and Image Processing0
A Review of methods for Textureless Object Recognition0
Algorithmic Analysis of Edge Ranking and Profiling for MTF Determination of an Imaging System0
AddGraph_ Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN0
A relic sketch extraction framework based on detail-aware hierarchical deep network0
A hybrid quantum image edge detector for the NISQ era0
A High Accuracy Image Hashing and Random Forest Classifier for Crack Detection in Concrete Surface Images0
Show:102550
← PrevPage 3 of 20Next →

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