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 376400 of 490 papers

TitleStatusHype
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning0
On the Accuracy of Edge Detectors in Number Plate Extraction0
Optical images-based edge detection in Synthetic Aperture Radar images0
Optimized Method for Iranian Road Signs Detection and recognition system0
Optimizing Edge Detection for Image Segmentation with Multicut Penalties0
Optimizing Lung Cancer Detection in CT Imaging: A Wavelet Multi-Layer Perceptron (WMLP) Approach Enhanced by Dragonfly Algorithm (DA)0
Orthogonal Decomposition Network for Pixel-Wise Binary Classification0
Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection0
Parallel WiSARD object tracker: a ram-based tracking system0
Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications0
PASCAL Boundaries: A Class-Agnostic Semantic Boundary Dataset0
Performing edge detection by difference of Gaussians using q-Gaussian kernels0
Personal Identification from Lip-Print Features using a Statistical Model0
Photon Inhibition for Energy-Efficient Single-Photon Imaging0
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks0
PixelNet: Towards a General Pixel-level Architecture0
Pixel-Wise Feature Selection for Perceptual Edge Detection without post-processing0
Polygonizing Roof Segments from High-Resolution Aerial Images Using Yolov8-Based Edge Detection0
Pose Recognition in the Wild: Animal pose estimation using Agglomerative Clustering and Contrastive Learning0
Progressive Mirror Detection0
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation0
Quality assessment metrics for edge detection and edge-aware filtering: A tutorial review0
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
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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