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 251–300 of 490 papers

TitleStatusHype
Quantum Edge Detection for Image Segmentation in Optical Environments—0
Quantum image edge detection based on eight-direction Sobel operator for NEQR—0
Quantum-Inspired Edge Detection Algorithms Implementation using New Dynamic Visual Data Representation and Short-Length Convolution Computation—0
Quantum spectral analysis: frequency in time, with applications to signal and image processing—0
Quark: A Gradient-Free Quantum Learning Framework for Classification Tasks—0
R-C-P Method: An Autonomous Volume Calculation Method Using Image Processing and Machine Vision—0
Real-Time and Efficient Method for Accuracy Enhancement of Edge Based License Plate Recognition System—0
Real-Time Asphalt Pavement Layer Thickness Prediction Using Ground-Penetrating Radar Based on a Modified Extended Common Mid-Point (XCMP) Approach—0
Real Time Incremental Image Mosaicking Without Use of Any Camera Parameter—0
Real-time Lane detection and Motion Planning in Raspberry Pi and Arduino for an Autonomous Vehicle Prototype—0
Recognizing License Plates in Real-Time—0
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation—0
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection—0
Research on Edge Detection of LiDAR Images Based on Artificial Intelligence Technology—0
Research on Key Technologies of Infrastructure Digitalization based on Multimodal Spatial Data—0
Results of improved fractional/integer order PDE-based binarization model—0
Revisiting Edge Detection in Convolutional Neural Networks—0
Rhythm Zone Theory: Speech Rhythms are Physical after all—0
Road detection via a dual-task network based on cross-layer graph fusion modules—0
Robust Detection of Extremely Thin Lines Using 0.2mm Piano Wire—0
Robust Edge-Direct Visual Odometry based on CNN edge detection and Shi-Tomasi corner optimization—0
Robust Real-time Ellipse Fitting Based on Lagrange Programming Neural Network and Locally Competitive Algorithm—0
RoomTex: Texturing Compositional Indoor Scenes via Iterative Inpainting—0
Saliency Enhancement using Gradient Domain Edges Merging—0
Salient Object Detection With Pyramid Attention and Salient Edges—0
Scene Labeling with Contextual Hierarchical Models—0
Seeing Heat with Color -- RGB-Only Wildfire Temperature Inference from SAM-Guided Multimodal Distillation using Radiometric Ground Truth—0
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection—0
Segmentation of Multiple Sclerosis lesion in brain MR images using Fuzzy C-Means—0
Segmentation overlapping wear particles with few labelled data and imbalance sample—0
Self-supervised Feature Extraction for Enhanced Ball Detection on Soccer Robots—0
Semantically Guided Depth Upsampling—0
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform—0
Semantic Nearest Neighbor Fields Monocular Edge Visual-Odometry—0
Sequential edge detection using joint hierarchical Bayesian learning—0
ShadowNav: Crater-Based Localization for Nighttime and Permanently Shadowed Region Lunar Navigation—0
Shadow Optimization from Structured Deep Edge Detection—0
Shape Back-Projection In 3D Scenes—0
SHM-Traffic: DRL and Transfer learning based UAV Control for Structural Health Monitoring of Bridges with Traffic—0
Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network—0
Single Image Dehazing Algorithm Based on Sky Region Segmentation—0
SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes—0
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes—0
Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data—0
Smoothness-based Edge Detection using Low-SNR Camera for Robot Navigation—0
Snapshot Compressed Imaging Based Single-Measurement Computer Vision for Videos—0
Soccer line mark segmentation and classification with stochastic watershed transform—0
Spatial Feature Extraction in Airborne Hyperspectral Images Using Local Spectral Similarity—0
Spatial Stimuli Gradient Sketch Model—0
Spinal ligaments detection on vertebrae meshes using registration and 3D edge detection—0
Show:102550
← PrevPage 6 of 10Next →
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