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
Fast Detection of Curved Edges at Low SNRCode0
Fast Segment AnythingCode0
Bi-Directional Cascade Network for Perceptual Edge DetectionCode0
Empirical Study of Multi-Task Hourglass Model for Semantic Segmentation TaskCode0
cmSalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial NetworksCode0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Agricultural Field Boundary Detection through Integration of "Simple Non-Iterative Clustering (SNIC) Super Pixels" and "Canny Edge Detection Method"Code0
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion ApproachesCode0
NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image Super-ResolutionCode0
Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function ConvolutionCode0
Learning from Pattern Completion: Self-supervised Controllable GenerationCode0
EdgeNet: Semantic Scene Completion from a Single RGB-D ImageCode0
Convolutional Channel FeaturesCode0
On Detection of Faint Edges in Noisy ImagesCode0
A Pseudo-Boolean Polynomials Approach for Image Edge DetectionCode0
PENet: A Joint Panoptic Edge Detection NetworkCode0
CT-Bound: Robust Boundary Detection From Noisy Images Via Hybrid Convolution and Transformer Neural NetworksCode0
Edge-Direct Visual OdometryCode0
Dynamic Feature Fusion for Semantic Edge DetectionCode0
Automated Coastline Extraction Using Edge Detection AlgorithmsCode0
DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite ImagesCode0
Effective Video Mirror Detection with Inconsistent Motion CuesCode0
A Mutual Learning Method for Salient Object Detection With Intertwined Multi-SupervisionCode0
A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode0
Deep transfer learning for visual analysis and attribution of paintings by RaphaelCode0
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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