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 251300 of 490 papers

TitleStatusHype
Empirical Study of Multi-Task Hourglass Model for Semantic Segmentation TaskCode0
Edge Detection for Satellite Images without Deep Networks0
A Novel Falling-Ball Algorithm for Image Segmentation0
Equivalence of Correlation Filter and Convolution Filter in Visual Tracking0
Neuro-inspired edge feature fusion using Choquet integralsCode0
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks0
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data0
A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring0
Classic versus deep learning approaches to address computer vision challenges0
A relic sketch extraction framework based on detail-aware hierarchical deep network0
Shape Back-Projection In 3D Scenes0
Context-Aware Image Denoising with Auto-Threshold Canny Edge Detection to Suppress Adversarial Perturbation0
Gaussian Mixture Graphical Lasso with Application to Edge Detection in Brain Networks0
Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation0
Identifying centres of interest in paintings using alignment and edge detection: Case studies on works by Luc Tuymans0
Detection algorithm of defects on polyethylene gas pipe using image recognition0
Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings?0
Revisiting Edge Detection in Convolutional Neural Networks0
A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images0
TEMImageNet Training Library and AtomSegNet Deep-Learning Models for High-Precision Atom Segmentation, Localization, Denoising, and Super-Resolution Processing of Atomic-Resolution Images0
Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics0
Segmentation overlapping wear particles with few labelled data and imbalance sample0
A Simple and Efficient Registration of 3D Point Cloud and Image Data for Indoor Mobile Mapping System0
Application of sequential processing of computer vision methods for solving the problem of detecting the edges of a honeycomb block0
Transfer Learning in Large-scale Gaussian Graphical Models with False Discovery Rate ControlCode0
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
2PiDiNetODS0.79Unverified
3BDCNODS0.79Unverified
#ModelMetricClaimedVerifiedStatus
1SEDODS0.65Unverified
2DexiNed (WACV'2020)ODS0.65Unverified
#ModelMetricClaimedVerifiedStatus
1RPCNetAP86.15Unverified
2CASENetAP70.8Unverified
#ModelMetricClaimedVerifiedStatus
1CASENetMaximum F-measure71.4Unverified
2WSOBMaximum F-measure52Unverified
#ModelMetricClaimedVerifiedStatus
1RCNF10.82Unverified