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 151200 of 490 papers

TitleStatusHype
DCSM 2.0: Deep Conditional Shape Models for Data Efficient Segmentation0
A Robust Color Edge Detection Algorithm Based on Quaternion Hardy Filter0
A Machine Learning Based Approach for Statistical Analysis of Detonation Cells from Soot Foils0
Dam Burst: A region-merging-based image segmentation method0
DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images0
A Review of Pulse-Coupled Neural Network Applications in Computer Vision and Image Processing0
Cycle Pixel Difference Network for Crisp Edge Detection0
Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models0
A Review of methods for Textureless Object Recognition0
Algorithmic Analysis of Edge Ranking and Profiling for MTF Determination of an Imaging System0
Custom Extended Sobel Filters0
A relic sketch extraction framework based on detail-aware hierarchical deep network0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction0
CRAFT: A multifunction online platform for speech prosody visualisation0
A hybrid quantum image edge detector for the NISQ era0
Coupled Segmentation and Edge Learning via Dynamic Graph Propagation0
Applications of Tao General Difference in Discrete Domain0
Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources0
Contour Detection Using Contrast Formulas in the Framework of Logarithmic Models0
Application of sequential processing of computer vision methods for solving the problem of detecting the edges of a honeycomb block0
A High Accuracy Image Hashing and Random Forest Classifier for Crack Detection in Concrete Surface Images0
AddGraph_ Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN0
Contour Detection in Unstructured 3D Point Clouds0
Contour Detection in Cassini ISS images based on Hierarchical Extreme Learning Machine and Dense Conditional Random Field0
A Novel Falling-Ball Algorithm for Image Segmentation0
Context-Constrained Accurate Contour Extraction for Occlusion Edge Detection0
Context-Aware Image Denoising with Auto-Threshold Canny Edge Detection to Suppress Adversarial Perturbation0
A Novel Edge Detection Operator for Identifying Buildings in Augmented Reality Applications0
Content Based Image Indexing and Retrieval0
Computing the Spatial Probability of Inclusion inside Partial Contours for Computer Vision Applications0
Compressed ghost edge imaging0
A Fingerprint-based Access Control using Principal Component Analysis and Edge Detection0
Comparing Edge Detection Methods based on Stochastic Entropies and Distances for PolSAR Imagery0
Comparative Study Of Image Edge Detection Algorithms0
Comparative analysis of common edge detection techniques in context of object extraction0
Anomalous Edge Detection in Edge Exchangeable Social Network Models0
Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation0
Efficient Neural Network Approaches for Leather Defect Classification0
Color Recognition in Challenging Lighting Environments: CNN Approach0
Efficient Licence Plate Detection By Unique Edge Detection Algorithm and Smarter Interpretation Through IoT0
Efficient Edge Detection on Low-Cost FPGAs0
Color Image Edge Detection using Multi-scale and Multi-directional Gabor filter0
EfficientCrackNet: A Lightweight Model for Crack Segmentation0
CMR motion artifact correction using generative adversarial nets0
An ocean front detection and tracking algorithm0
Embedded Systems and Computer Vision Techniques utilized in Spray Painting Robots: A Review0
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks0
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding0
A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images0
Panoptic Edge Detection0
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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