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 451–490 of 490 papers

TitleStatusHype
Edge Detection based on Kernel Density Estimation—0
Foreground-Background Segmentation Based on Codebook and Edge Detector—0
Quantum Edge Detection for Image Segmentation in Optical Environments—0
A Survey on Two Dimensional Cellular Automata and Its Application in Image Processing—0
New Method for Optimization of License Plate Recognition system with Use of Edge Detection and Connected Component—0
Real-Time and Efficient Method for Accuracy Enhancement of Edge Based License Plate Recognition System—0
Novel and Fast Algorithm for Extracting License Plate Location Based on Edge Analysis—0
Optimized Method for Iranian Road Signs Detection and recognition system—0
Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources—0
N^4 -Fields: Neural Network Nearest Neighbor Fields for Image Transforms—0
Fast Edge Detection Using Structured Forests—0
Gabor Filter and Rough Clustering Based Edge Detection—0
Parallel WiSARD object tracker: a ram-based tracking system—0
A Cellular Automata based Optimal Edge Detection Technique using Twenty-Five Neighborhood Model—0
Comparative analysis of common edge detection techniques in context of object extraction—0
Scene Labeling with Contextual Hierarchical Models—0
Effective Features of Remote Sensing Image Classification Using Interactive Adaptive Thresholding Method—0
Enhancing Template Security of Face Biometrics by Using Edge Detection and Hashing—0
Edge detection of binary images using the method of masks—0
Study of Efficient Technique Based On 2D Tsallis Entropy For Image Thresholding—0
Content Based Image Indexing and Retrieval—0
An Efficient Edge Detection Technique by Two Dimensional Rectangular Cellular Automata—0
Comparative Study Of Image Edge Detection Algorithms—0
Performing edge detection by difference of Gaussians using q-Gaussian kernels—0
Personal Identification from Lip-Print Features using a Statistical Model—0
New Algorithms for Learning Incoherent and Overcomplete Dictionaries—0
Edge-detection applied to moving sand dunes on Mars—0
Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts—0
Mammogram Edge Detection Using Hybrid Soft Computing Methods—0
Hand Gesture Recognition Based on Karhunen-Loeve Transform—0
Comparing Edge Detection Methods based on Stochastic Entropies and Distances for PolSAR Imagery—0
Multi-scale Curve Detection on Surfaces—0
Supervised Semantic Gradient Extraction Using Linear-Time Optimization—0
Towards Fast and Accurate Segmentation—0
Edge Detection in Radar Images Using Weibull Distribution—0
Bioacoustical Periodic Pulse Train Signal Detection and Classification using Spectrogram Intensity Binarization and Energy Projection—0
Fractal-Based Detection of Microcalcification Clusters in Digital Mammograms—0
Fractional differentiation based image processing—0
Image Segmentation Based on Watershed and Edge Detection Techniques—0
CFAR Edge Detector for Polarimetric SAR Images—0
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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
2BDCNODS0.79—Unverified
3PiDiNetODS0.79—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