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 351400 of 490 papers

TitleStatusHype
A Cellular Automata based Optimal Edge Detection Technique using Twenty-Five Neighborhood Model0
A Comparative Analysis of Retrieval Techniques In Content Based Image Retrieval0
A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem0
Active Canny: Edge Detection and Recovery with Open Active Contour Models0
AddGraph_ Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN0
A Deep Active Contour Model for Delineating Glacier Calving Fronts0
A deep learning framework for segmentation of retinal layers from OCT images0
A Digital Fuzzy Edge Detector for Color Images0
Advanced Knowledge Extraction of Physical Design Drawings, Translation and conversion to CAD formats using Deep Learning0
Advancements in Orthopaedic Arm Segmentation: A Comprehensive Review0
Adversarial Video Compression Guided by Soft Edge Detection0
A fast numerical algorithm for finding all real solutions to a system of N nonlinear equations in a finite domain0
A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images0
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding0
A Fingerprint-based Access Control using Principal Component Analysis and Edge Detection0
A High Accuracy Image Hashing and Random Forest Classifier for Crack Detection in Concrete Surface Images0
A hybrid quantum image edge detector for the NISQ era0
Algorithmic Analysis of Edge Ranking and Profiling for MTF Determination of an Imaging System0
A Machine Learning Based Approach for Statistical Analysis of Detonation Cells from Soot Foils0
A Multiscale Gradient Fusion Method for Edge Detection in Color Images Utilizing the CBM3D Filter0
An Adaptive Sampling and Edge Detection Approach for Encoding Static Images for Spiking Neural Networks0
An Adaptive Threshold for the Canny Edge Detection with Actor-Critic Algorithm0
An approach to improving edge detection for facial and remotely sensed images using vector order statistics0
An Automated Pipeline for Character and Relationship Extraction from Readers' Literary Book Reviews on Goodreads.com0
An automated threshold Edge Drawing algorithm0
Android Malware Detection Based on RGB Images and Multi-feature Fusion0
An edge detection-based deep learning approach for tear meniscus height measurement0
An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis0
An Efficient Edge Detection Technique by Two Dimensional Rectangular Cellular Automata0
A New Class Biorthogonal Spline Wavelet for Image Edge Detection0
A new Edge Detector Based on Parametric Surface Model: Regression Surface Descriptor0
An image structure model for exact edge detection0
An ocean front detection and tracking algorithm0
Anomalous Edge Detection in Edge Exchangeable Social Network Models0
A Novel Edge Detection Operator for Identifying Buildings in Augmented Reality Applications0
A Novel Falling-Ball Algorithm for Image Segmentation0
Application of sequential processing of computer vision methods for solving the problem of detecting the edges of a honeycomb block0
Applications of Tao General Difference in Discrete Domain0
A relic sketch extraction framework based on detail-aware hierarchical deep network0
A Review of methods for Textureless Object Recognition0
A Review of Pulse-Coupled Neural Network Applications in Computer Vision and Image Processing0
A Robust Color Edge Detection Algorithm Based on Quaternion Hardy Filter0
A Robust Color Edge Detection Algorithm Based on Quaternion Hardy Filter0
A Robust Lane Detection Associated with Quaternion Hardy Filter0
A signed pulse-train based image processor-array for parallel kernel convolution in vision sensors0
A Simple and Efficient Registration of 3D Point Cloud and Image Data for Indoor Mobile Mapping System0
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends0
A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch0
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering0
A Survey on Two Dimensional Cellular Automata and Its Application in Image Processing0
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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