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 251300 of 490 papers

TitleStatusHype
Quantum Edge Detection for Image Segmentation in Optical Environments0
Quantum image edge detection based on eight-direction Sobel operator for NEQR0
Quantum-Inspired Edge Detection Algorithms Implementation using New Dynamic Visual Data Representation and Short-Length Convolution Computation0
Quantum spectral analysis: frequency in time, with applications to signal and image processing0
Quark: A Gradient-Free Quantum Learning Framework for Classification Tasks0
R-C-P Method: An Autonomous Volume Calculation Method Using Image Processing and Machine Vision0
Real-Time and Efficient Method for Accuracy Enhancement of Edge Based License Plate Recognition System0
Real-Time Asphalt Pavement Layer Thickness Prediction Using Ground-Penetrating Radar Based on a Modified Extended Common Mid-Point (XCMP) Approach0
Real Time Incremental Image Mosaicking Without Use of Any Camera Parameter0
Real-time Lane detection and Motion Planning in Raspberry Pi and Arduino for an Autonomous Vehicle Prototype0
Recognizing License Plates in Real-Time0
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation0
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection0
Research on Edge Detection of LiDAR Images Based on Artificial Intelligence Technology0
Research on Key Technologies of Infrastructure Digitalization based on Multimodal Spatial Data0
Results of improved fractional/integer order PDE-based binarization model0
Revisiting Edge Detection in Convolutional Neural Networks0
Rhythm Zone Theory: Speech Rhythms are Physical after all0
Road detection via a dual-task network based on cross-layer graph fusion modules0
Robust Detection of Extremely Thin Lines Using 0.2mm Piano Wire0
Robust Edge-Direct Visual Odometry based on CNN edge detection and Shi-Tomasi corner optimization0
Robust Real-time Ellipse Fitting Based on Lagrange Programming Neural Network and Locally Competitive Algorithm0
RoomTex: Texturing Compositional Indoor Scenes via Iterative Inpainting0
Saliency Enhancement using Gradient Domain Edges Merging0
Salient Object Detection With Pyramid Attention and Salient Edges0
Scene Labeling with Contextual Hierarchical Models0
Seeing Heat with Color -- RGB-Only Wildfire Temperature Inference from SAM-Guided Multimodal Distillation using Radiometric Ground Truth0
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection0
Segmentation of Multiple Sclerosis lesion in brain MR images using Fuzzy C-Means0
Segmentation overlapping wear particles with few labelled data and imbalance sample0
Self-supervised Feature Extraction for Enhanced Ball Detection on Soccer Robots0
Semantically Guided Depth Upsampling0
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform0
Semantic Nearest Neighbor Fields Monocular Edge Visual-Odometry0
Sequential edge detection using joint hierarchical Bayesian learning0
ShadowNav: Crater-Based Localization for Nighttime and Permanently Shadowed Region Lunar Navigation0
Shadow Optimization from Structured Deep Edge Detection0
Shape Back-Projection In 3D Scenes0
SHM-Traffic: DRL and Transfer learning based UAV Control for Structural Health Monitoring of Bridges with Traffic0
Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network0
Single Image Dehazing Algorithm Based on Sky Region Segmentation0
SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes0
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes0
Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data0
Smoothness-based Edge Detection using Low-SNR Camera for Robot Navigation0
Snapshot Compressed Imaging Based Single-Measurement Computer Vision for Videos0
Soccer line mark segmentation and classification with stochastic watershed transform0
Spatial Feature Extraction in Airborne Hyperspectral Images Using Local Spectral Similarity0
Spatial Stimuli Gradient Sketch Model0
Spinal ligaments detection on vertebrae meshes using registration and 3D 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