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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 276–300 of 490 papers

TitleStatusHype
Traditional Method Inspired Deep Neural Network for Edge DetectionCode1
Using Genetic Algorithm To Evolve Cellular Automata In Performing Edge Detection—0
Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data—0
Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction—0
Edge Detection using Stationary Wavelet Transform, HMM, and EM algorithm—0
Image Processing Failure and Deep Learning Success in Lawn Measurement—0
An Automated Pipeline for Character and Relationship Extraction from Readers' Literary Book Reviews on Goodreads.com—0
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton—0
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts—0
Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge DetectionCode1
Surface Damage Detection Scheme using Convolutional Neural Network and Artificial Neural Network—0
Pre-processing Image using Brightening, CLAHE and RETINEXCode1
Thermodynamic Cost of Edge Detection in Artificial Neural Network(ANN)-Based Processors—0
CAFENet: Class-Agnostic Few-Shot Edge Detection Network—0
Weakly-Supervised Salient Object Detection via Scribble AnnotationsCode1
DHOG: Deep Hierarchical Object Grouping—0
Dam Burst: A region-merging-based image segmentation method—0
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring—0
Saliency Enhancement using Gradient Domain Edges Merging—0
Harmonic Convolutional Networks based on Discrete Cosine TransformCode1
A Robust Color Edge Detection Algorithm Based on Quaternion Hardy Filter—0
cmSalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial NetworksCode0
LS-Net: Fast Single-Shot Line-Segment Detector—0
Lane Detection For Prototype Autonomous Vehicle—0
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection—0
Show:102550
← PrevPage 12 of 20Next →
All datasetsBIPEDMDBDUDEDBRINDCIDCityscapes testSBDBSDS500

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