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
Euler: Detecting Network Lateral Movement via Scalable Temporal Link PredictionCode1
Total Variation Optimization Layers for Computer VisionCode1
Unmixing Convolutional Features for Crisp Edge DetectionCode1
Learning to predict crisp boundariesCode1
Adaptive Linear Span Network for Object Skeleton DetectionCode1
Generation of Realistic Synthetic Raw Radar Data for Automated Driving Applications using Generative Adversarial NetworksCode1
GUI Element Detection Using SOTA YOLO Deep Learning ModelsCode1
Geometric Structure Preserving Warp for Natural Image StitchingCode1
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point CloudsCode1
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic CoastlineCode1
Deep Learning based Virtual Point Tracking for Real-Time Target-less Dynamic Displacement Measurement in Railway ApplicationsCode1
Simultaneous Image-to-Zero and Zero-to-Noise: Diffusion Models with Analytical Image AttenuationCode1
Multimodal Generative Models for Scalable Weakly-Supervised LearningCode1
Pre-processing Image using Brightening, CLAHE and RETINEXCode1
Self-Supervised Variational Auto-EncodersCode1
Instance-level Human Parsing via Part Grouping NetworkCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
Isolating phyllotactic patterns embedded in the secondary growth of sweet cherry (Prunus avium L.) using magnetic resonance imagingCode0
About Graph Degeneracy, Representation Learning and ScalabilityCode0
Holistically-Nested Edge DetectionCode0
A Pseudo-Boolean Polynomials Approach for Image Edge DetectionCode0
Floor-SP: Inverse CAD for Floorplans by Sequential Room-wise Shortest PathCode0
Faster Training of Mask R-CNN by Focusing on Instance BoundariesCode0
Agricultural Field Boundary Detection through Integration of "Simple Non-Iterative Clustering (SNIC) Super Pixels" and "Canny Edge Detection Method"Code0
Fast Segment AnythingCode0
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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