Papers with Code 아카이브
Edge Detection
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 0
- 평가표
- 8
- 보존된 평가 기록
- 27
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 )
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs
Mobile Image Analysis Application for Mantoux Skin Test
Self-supervised Feature Extraction for Enhanced Ball Detection on Soccer Robots
Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis
Tropical Geometry Based Edge Detection Using Min-Plus and Max-Plus Algebra
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation
Seeing Heat with Color -- RGB-Only Wildfire Temperature Inference from SAM-Guided Multimodal Distillation using Radiometric Ground Truth
Edge-preserving Image Denoising via Multi-scale Adaptive Statistical Independence Testing
Edge Detection based on Channel Attention and Inter-region Independence Test
Novel Concept-Oriented Synthetic Data approach for Training Generative AI-Driven Crystal Grain Analysis Using Diffusion Model
DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images
Hybrid Multi-Stage Learning Framework for Edge Detection: A Survey
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection
Polygonizing Roof Segments from High-Resolution Aerial Images Using Yolov8-Based Edge Detection
Robust Detection of Extremely Thin Lines Using 0.2mm Piano Wire
STAR-Edge: Structure-aware Local Spherical Curve Representation for Thin-walled Edge Extraction from Unstructured Point Clouds
Theory-guided Pseudo-spectral Full Waveform Inversion via Deep Neural Networks
Subpixel Edge Localization Based on Converted Intensity Summation under Stable Edge Region
An ocean front detection and tracking algorithm
Enhancing Transparent Object Pose Estimation: A Fusion of GDR-Net and Edge Detection
Agricultural Field Boundary Detection through Integration of "Simple Non-Iterative Clustering (SNIC) Super Pixels" and "Canny Edge Detection Method"
Training-free Quantum-Inspired Image Edge Extraction Method
Snapshot Compressed Imaging Based Single-Measurement Computer Vision for Videos
Stroke classification using Virtual Hybrid Edge Detection from in silico electrical impedance tomography data
Enhanced Extractor-Selector Framework and Symmetrization Weighted Binary Cross-Entropy for Edge Detections
EDMB: Edge Detector with Mamba
Gaussian Masked Autoencoders
Pixel-Wise Feature Selection for Perceptual Edge Detection without post-processing
Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment
SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection
Synthetic Data Generation for Anomaly Detection on Table Grapes
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
Spinal ligaments detection on vertebrae meshes using registration and 3D edge detection
Fall Leaf Adversarial Attack on Traffic Sign Classification
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.