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 176200 of 490 papers

TitleStatusHype
XAI-TRIS: Non-linear image benchmarks to quantify false positive post-hoc attribution of feature importanceCode0
Fast Segment AnythingCode0
Hierarchical Multiresolution Feature- and Prior-based Graphs for Classification0
SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose EstimationCode0
Hybrid algorithm for the detection of turbulent flame fronts0
Multi-Class Segmentation of Heterogeneous Areas in Biomedical and Environmental Images Based on the Assessment of Local Edge Density0
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering0
Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation0
PENet: A Joint Panoptic Edge Detection NetworkCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
Automatic Detection and Rectification of Paper Receipts on Smartphones0
Sequential edge detection using joint hierarchical Bayesian learning0
Edge-weighted pFISTA-Net for MRI Reconstruction0
Dual-mode adaptive-SVD ghost imaging0
ShadowNav: Crater-Based Localization for Nighttime and Permanently Shadowed Region Lunar Navigation0
Eulerian Single-Photon Vision0
EDoG: Adversarial Edge Detection For Graph Neural Networks0
Hardware Acceleration of Lane Detection Algorithm: A GPU Versus FPGA Comparison0
Real Time Incremental Image Mosaicking Without Use of Any Camera Parameter0
Dunhuang murals contour generation network based on convolution and self-attention fusion0
MIMT: Multi-Illuminant Color Constancy via Multi-Task Local Surface and Light Color Learning0
Quantum-Inspired Edge Detection Algorithms Implementation using New Dynamic Visual Data Representation and Short-Length Convolution Computation0
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics0
Multi-Task Meta Learning: learn how to adapt to unseen tasksCode0
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task ConsistencyCode0
Show:102550
← PrevPage 8 of 20Next →

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