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 201225 of 490 papers

TitleStatusHype
Phase-Stretch Adaptive Gradient-Field Extractor (PAGE)Code0
Clutter Edges Detection Algorithms for Structured Clutter Covariance Matrices0
STEdge: Self-training Edge Detection with Multi-layer Teaching and RegularizationCode0
Geometric Structure Preserving Warp for Natural Image StitchingCode1
Learning a microlocal prior for limited-angle tomography0
Ghost Image Processing0
Optimizing Edge Detection for Image Segmentation with Multicut Penalties0
Dense Extreme Inception Network for Edge DetectionCode1
Directional Lifting Wavelet Transform for Image Edge Analysis0
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation0
Results of improved fractional/integer order PDE-based binarization model0
Pose Recognition in the Wild: Animal pose estimation using Agglomerative Clustering and Contrastive Learning0
3D-OOCS: Learning Prostate Segmentation with Inductive BiasCode0
The magnitude vector of imagesCode0
Robust Edge-Direct Visual Odometry based on CNN edge detection and Shi-Tomasi corner optimization0
An Adaptive Sampling and Edge Detection Approach for Encoding Static Images for Spiking Neural Networks0
An automated threshold Edge Drawing algorithm0
A signed pulse-train based image processor-array for parallel kernel convolution in vision sensors0
Anomalous Edge Detection in Edge Exchangeable Social Network Models0
Image Processing via Multilayer Graph Spectra0
Pixel Difference Networks for Efficient Edge DetectionCode1
Soccer line mark segmentation and classification with stochastic watershed transform0
A Robust Lane Detection Associated with Quaternion Hardy Filter0
RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and DepthCode1
Dual-stream CNN: Joint Edge and Object for Nucleus Segmentation0
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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