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 76100 of 490 papers

TitleStatusHype
A novel centroid update approach for clustering-based superpixel methods and superpixel-based edge detectionCode0
An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine CompositesCode0
Adaptive edge detection algorithm for multi-focus applicationCode0
Compact Twice Fusion Network for Edge DetectionCode0
3D-OOCS: Learning Prostate Segmentation with Inductive BiasCode0
Learning from Pattern Completion: Self-supervised Controllable GenerationCode0
Adaptive Active Contour Model for Brain Tumor SegmentationCode0
Learning to Bound: A Generative Cramér-Rao BoundCode0
Animal Detection in Man-made EnvironmentsCode0
Learning Deep Morphological Networks with Neural Architecture SearchCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
Instance-level Human Parsing via Part Grouping NetworkCode0
Floor-SP: Inverse CAD for Floorplans by Sequential Room-wise Shortest PathCode0
CASENet: Deep Category-Aware Semantic Edge DetectionCode0
Isolating phyllotactic patterns embedded in the secondary growth of sweet cherry (Prunus avium L.) using magnetic resonance imagingCode0
Fast Detection of Curved Edges at Low SNRCode0
Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function ConvolutionCode0
Classification With an Edge: Improving Semantic Image Segmentation with Boundary DetectionCode0
Holistically-Nested Edge DetectionCode0
Faster Training of Mask R-CNN by Focusing on Instance BoundariesCode0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Fast Segment AnythingCode0
Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge DeploymentCode0
Bi-Directional Cascade Network for Perceptual Edge DetectionCode0
cmSalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial NetworksCode0
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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
2PiDiNetODS0.79Unverified
3BDCNODS0.79Unverified
#ModelMetricClaimedVerifiedStatus
1SEDODS0.65Unverified
2DexiNed (WACV'2020)ODS0.65Unverified
#ModelMetricClaimedVerifiedStatus
1RPCNetAP86.15Unverified
2CASENetAP70.8Unverified
#ModelMetricClaimedVerifiedStatus
1CASENetMaximum F-measure71.4Unverified
2WSOBMaximum F-measure52Unverified
#ModelMetricClaimedVerifiedStatus
1RCNF10.82Unverified