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 226–250 of 490 papers

TitleStatusHype
A Robust Color Edge Detection Algorithm Based on Quaternion Hardy Filter—0
A Robust Lane Detection Associated with Quaternion Hardy Filter—0
A signed pulse-train based image processor-array for parallel kernel convolution in vision sensors—0
A Simple and Efficient Registration of 3D Point Cloud and Image Data for Indoor Mobile Mapping System—0
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends—0
A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch—0
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering—0
A Survey on Two Dimensional Cellular Automata and Its Application in Image Processing—0
A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring—0
A Trio-Method for Retinal Vessel Segmentation using Image Processing—0
Automated Management of Pothole related Disasters Using Image Processing and Geotagging—0
Automated Quantification of White Blood Cells in Light Microscopic Images of Injured Skeletal Muscle—0
Automatic Detection and Rectification of Paper Receipts on Smartphones—0
Automating Attendance Management in Human Resources: A Design Science Approach Using Computer Vision and Facial Recognition—0
A Watermarking Technique Using Discrete Curvelet Transform for Security of Multiple Biometric Features—0
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring—0
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields—0
Bioacoustical Periodic Pulse Train Signal Detection and Classification using Spectrogram Intensity Binarization and Energy Projection—0
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection—0
Research on Edge Detection of LiDAR Images Based on Artificial Intelligence Technology—0
Research on Key Technologies of Infrastructure Digitalization based on Multimodal Spatial Data—0
Results of improved fractional/integer order PDE-based binarization model—0
Revisiting Edge Detection in Convolutional Neural Networks—0
Rhythm Zone Theory: Speech Rhythms are Physical after all—0
Road detection via a dual-task network based on cross-layer graph fusion modules—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