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 451475 of 490 papers

TitleStatusHype
DeNISE: Deep Networks for Improved Segmentation Edges0
Dedge-AGMNet:an effective stereo matching network optimized by depth edge auxiliary task0
Depth Insight -- Contribution of Different Features to Indoor Single-image Depth Estimation0
Detection algorithm of defects on polyethylene gas pipe using image recognition0
DHOG: Deep Hierarchical Object Grouping0
Dictionary based Approach to Edge Detection0
Dilated filters for edge detection algorithms0
Directional Lifting Wavelet Transform for Image Edge Analysis0
Dual-mode adaptive-SVD ghost imaging0
Dual-space Compressed Sensing0
Dual-stream CNN: Joint Edge and Object for Nucleus Segmentation0
Dunhuang murals contour generation network based on convolution and self-attention fusion0
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton0
EDCSSM: Edge Detection with Convolutional State Space Model0
Edge-adaptive l2 regularization image reconstruction from non-uniform Fourier data0
Edge and Corner Detection for Unorganized 3D Point Clouds with Application to Robotic Welding0
Edge-Aware Deep Image Deblurring0
Edge Based Grid Super-Imposition for Crowd Emotion Recognition0
Edge Detection: A Collection of Pixel based Approach for Colored Images0
Edge Detection and Deep Learning Based SETI Signal Classification Method0
Edge-detection applied to moving sand dunes on Mars0
Edge Detection based on Channel Attention and Inter-region Independence Test0
Edge Detection Based on Global and Local Parameters of the Image0
Edge Detection based on Kernel Density Estimation0
Edge Detection Based Shape Identification0
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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