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 476490 of 490 papers

TitleStatusHype
New Algorithms for Learning Incoherent and Overcomplete Dictionaries0
Edge-detection applied to moving sand dunes on Mars0
Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts0
Mammogram Edge Detection Using Hybrid Soft Computing Methods0
Hand Gesture Recognition Based on Karhunen-Loeve Transform0
Comparing Edge Detection Methods based on Stochastic Entropies and Distances for PolSAR Imagery0
Towards Fast and Accurate Segmentation0
Multi-scale Curve Detection on Surfaces0
Supervised Semantic Gradient Extraction Using Linear-Time Optimization0
Edge Detection in Radar Images Using Weibull Distribution0
Bioacoustical Periodic Pulse Train Signal Detection and Classification using Spectrogram Intensity Binarization and Energy Projection0
Fractal-Based Detection of Microcalcification Clusters in Digital Mammograms0
Fractional differentiation based image processing0
Image Segmentation Based on Watershed and Edge Detection Techniques0
CFAR Edge Detector for Polarimetric SAR Images0
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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