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

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Showing 151–200 of 490 papers

TitleStatusHype
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring—0
Android Malware Detection Based on RGB Images and Multi-feature Fusion—0
A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem—0
3D Density-Gradient based Edge Detection on Neural Radiance Fields (NeRFs) for Geometric Reconstruction—0
Feature reconstruction from incomplete tomographic data without detour—0
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton—0
A Watermarking Technique Using Discrete Curvelet Transform for Security of Multiple Biometric Features—0
An automated threshold Edge Drawing algorithm—0
EDCSSM: Edge Detection with Convolutional State Space Model—0
Edge-adaptive l2 regularization image reconstruction from non-uniform Fourier data—0
Edge and Corner Detection for Unorganized 3D Point Clouds with Application to Robotic Welding—0
Automating Attendance Management in Human Resources: A Design Science Approach Using Computer Vision and Facial Recognition—0
Edge-Aware Deep Image Deblurring—0
An Automated Pipeline for Character and Relationship Extraction from Readers' Literary Book Reviews on Goodreads.com—0
Edge Based Grid Super-Imposition for Crowd Emotion Recognition—0
Edge Detection: A Collection of Pixel based Approach for Colored Images—0
Edge Detection and Deep Learning Based SETI Signal Classification Method—0
Edge-detection applied to moving sand dunes on Mars—0
Edge Detection based on Channel Attention and Inter-region Independence Test—0
Edge Detection Based on Global and Local Parameters of the Image—0
Edge Detection based on Kernel Density Estimation—0
Edge Detection Based Shape Identification—0
Edge Detection for Pattern Recognition: A Survey—0
Edge Detection for Satellite Images without Deep Networks—0
Evaluating the Effectiveness of Automated Identity Masking (AIM) Methods with Human Perception and a Deep Convolutional Neural Network (CNN)—0
Edge detection of binary images using the method of masks—0
Edge Detection using Stationary Wavelet Transform, HMM, and EM algorithm—0
Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings?—0
Dunhuang murals contour generation network based on convolution and self-attention fusion—0
Dual-stream CNN: Joint Edge and Object for Nucleus Segmentation—0
CFAR Edge Detector for Polarimetric SAR Images—0
Edge-preserving Image Denoising via Multi-scale Adaptive Statistical Independence Testing—0
Dual-space Compressed Sensing—0
EdgeStereo: An Effective Multi-Task Learning Network for Stereo Matching and Edge Detection—0
Edge-weighted pFISTA-Net for MRI Reconstruction—0
Dual-mode adaptive-SVD ghost imaging—0
EDoG: Adversarial Edge Detection For Graph Neural Networks—0
Automatic Detection and Rectification of Paper Receipts on Smartphones—0
Effective Features of Remote Sensing Image Classification Using Interactive Adaptive Thresholding Method—0
Clutter Edges Detection Algorithms for Structured Clutter Covariance Matrices—0
Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts—0
Directional Lifting Wavelet Transform for Image Edge Analysis—0
Efficient Edge Detection on Low-Cost FPGAs—0
Efficient Licence Plate Detection By Unique Edge Detection Algorithm and Smarter Interpretation Through IoT—0
Automated Quantification of White Blood Cells in Light Microscopic Images of Injured Skeletal Muscle—0
Embedded Systems and Computer Vision Techniques utilized in Spray Painting Robots: A Review—0
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks—0
Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation—0
Anomalous Edge Detection in Edge Exchangeable Social Network Models—0
Dilated filters for edge detection algorithms—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DDNODS0.92—Unverified
2DexiNedODS0.9—Unverified
3BDCNODS0.89—Unverified
4LDCODS0.89—Unverified
5CATSODS0.89—Unverified
6RCFODS0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1DexiNed-aODS0.89—Unverified
2DexiNed-fODS0.89—Unverified
3CATSODS0.89—Unverified
4BDCNODS0.89—Unverified
5LDCODS0.88—Unverified
6RCFODS0.88—Unverified
#ModelMetricClaimedVerifiedStatus
1DDNODS0.83—Unverified
2TEEDODS0.83—Unverified
3LDCODS0.82—Unverified
4DexiNedODS0.82—Unverified
5PiDiNetODS0.81—Unverified
#ModelMetricClaimedVerifiedStatus
1LDCODS0.79—Unverified
2PiDiNetODS0.79—Unverified
3BDCNODS0.79—Unverified
#ModelMetricClaimedVerifiedStatus
1SEDODS0.65—Unverified
2DexiNed (WACV'2020)ODS0.65—Unverified
#ModelMetricClaimedVerifiedStatus
1RPCNetAP86.15—Unverified
2CASENetAP70.8—Unverified
#ModelMetricClaimedVerifiedStatus
1CASENetMaximum F-measure71.4—Unverified
2WSOBMaximum F-measure52—Unverified
#ModelMetricClaimedVerifiedStatus
1RCNF10.82—Unverified