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 301325 of 490 papers

TitleStatusHype
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain ActivityCode0
Shearlets as Feature Extractor for Semantic Edge Detection: The Model-Based and Data-Driven RealmCode0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation MapsCode0
Spatial Feature Extraction in Airborne Hyperspectral Images Using Local Spectral Similarity0
A Review of methods for Textureless Object Recognition0
Animal Detection in Man-made EnvironmentsCode0
Liver Segmentation from Multimodal Images using HED-Mask R-CNN0
A novel centroid update approach for clustering-based superpixel methods and superpixel-based edge detectionCode0
Method of detecting the defects of the end face of steel coils0
Kornia: an Open Source Differentiable Computer Vision Library for PyTorchCode1
SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes0
Stacked Cross Refinement Network for Edge-Aware Salient Object DetectionCode0
Custom Extended Sobel Filters0
Learning Pixel Representations for Generic Segmentation0
Deep Local Global Refinement Network for Stent Analysis in IVOCT Images0
Weak Edge Identification Nets for Ocean Front Detection0
Dense Extreme Inception Network: Towards a Robust CNN Model for Edge DetectionCode1
DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite ImagesCode0
Dedge-AGMNet:an effective stereo matching network optimized by depth edge auxiliary task0
Contour Detection in Cassini ISS images based on Hierarchical Extreme Learning Machine and Dense Conditional Random Field0
Floor-SP: Inverse CAD for Floorplans by Sequential Room-wise Shortest PathCode0
EdgeNet: Semantic Scene Completion from a Single RGB-D ImageCode0
Edge-Aware Deep Image Deblurring0
AddGraph_ Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN0
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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