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 276300 of 490 papers

TitleStatusHype
A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem0
Embedded Systems and Computer Vision Techniques utilized in Spray Painting Robots: A Review0
A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch0
Real-time Lane detection and Motion Planning in Raspberry Pi and Arduino for an Autonomous Vehicle Prototype0
About Graph Degeneracy, Representation Learning and ScalabilityCode0
Line-Circle-Square (LCS): A Multilayered Geometric Filter for Edge-Based DetectionCode0
Learning Crisp Edge Detector Using Logical Refinement Network0
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes0
Single Image Dehazing Algorithm Based on Sky Region Segmentation0
Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network0
Progressive Mirror Detection0
Using Genetic Algorithm To Evolve Cellular Automata In Performing Edge Detection0
Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction0
Edge Detection using Stationary Wavelet Transform, HMM, and EM algorithm0
Image Processing Failure and Deep Learning Success in Lawn Measurement0
An Automated Pipeline for Character and Relationship Extraction from Readers' Literary Book Reviews on Goodreads.com0
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton0
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts0
Surface Damage Detection Scheme using Convolutional Neural Network and Artificial Neural Network0
CAFENet: Class-Agnostic Few-Shot Edge Detection Network0
Thermodynamic Cost of Edge Detection in Artificial Neural Network(ANN)-Based Processors0
DHOG: Deep Hierarchical Object Grouping0
Dam Burst: A region-merging-based image segmentation method0
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring0
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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