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 351375 of 490 papers

TitleStatusHype
CMR motion artifact correction using generative adversarial nets0
Evaluating the Effectiveness of Automated Identity Masking (AIM) Methods with Human Perception and a Deep Convolutional Neural Network (CNN)0
Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function ConvolutionCode0
Rhythm Zone Theory: Speech Rhythms are Physical after all0
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack DetectionCode0
SREdgeNet: Edge Enhanced Single Image Super Resolution using Dense Edge Detection Network and Feature Merge Network0
Isolating phyllotactic patterns embedded in the secondary growth of sweet cherry (Prunus avium L.) using magnetic resonance imagingCode0
DeepFlux for Skeletons in the WildCode0
Adversarial Video Compression Guided by Soft Edge Detection0
Edge-adaptive l2 regularization image reconstruction from non-uniform Fourier data0
Computer vision-based framework for extracting geological lineaments from optical remote sensing dataCode0
Edge and Corner Detection for Unorganized 3D Point Clouds with Application to Robotic Welding0
Faster Training of Mask R-CNN by Focusing on Instance BoundariesCode0
Microwave Hilbert Transformer and its Applications in Real-time Analog Processing (RAP)0
Simultaneous Edge Alignment and LearningCode0
Instance-level Human Parsing via Part Grouping NetworkCode0
A Robust Color Edge Detection Algorithm Based on Quaternion Hardy Filter0
SRN: Side-output Residual Network for Object Reflection Symmetry Detection and BeyondCode0
Adaptive edge detection algorithm for multi-focus applicationCode0
A deep learning framework for segmentation of retinal layers from OCT images0
Computing the Spatial Probability of Inclusion inside Partial Contours for Computer Vision Applications0
Robust Real-time Ellipse Fitting Based on Lagrange Programming Neural Network and Locally Competitive Algorithm0
Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class Models0
Segmentation of Multiple Sclerosis lesion in brain MR images using Fuzzy C-Means0
Semantic Edge Detection with Diverse Deep SupervisionCode0
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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