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 276300 of 490 papers

TitleStatusHype
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
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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