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Keypoint Detection

Keypoint Detection is essential for analyzing and interpreting images in computer vision. It involves simultaneously detecting and localizing interesting points in an image. Keypoints, also known as interest points, are spatial locations or points in the image that define what is interesting or what stands out. They are invariant to image rotation, shrinkage, translation, distortion, etc. Keypoints examples are body joints, facial landmarks, or any other salient points in objects. Keypoints have uses in problems such as pose estimation, object detection and tracking, facial analysis, and augmented reality.

( Image credit: PifPaf: Composite Fields for Human Pose Estimation; "Learning to surf" by fotologic, license: CC-BY-2.0 )

Papers

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Showing 176–200 of 339 papers

TitleStatusHype
Video-based Sequential Bayesian Homography Estimation for Soccer Field RegistrationCode0
Processing and Segmentation of Human Teeth from 2D Images using Weakly Supervised Learning—0
3D Pose Estimation of Tomato Peduncle Nodes using Deep Keypoint Detection and Point Cloud—0
TAMPAR: Visual Tampering Detection for Parcel Logistics in Postal Supply ChainsCode0
Open-Vocabulary Animal Keypoint Detection with Semantic-feature MatchingCode0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
RIDE: Self-Supervised Learning of Rotation-Equivariant Keypoint Detection and Invariant Description for Endoscopy—0
SKoPe3D: A Synthetic Dataset for Vehicle Keypoint Perception in 3D from Traffic Monitoring Cameras—0
Improving the matching of deformable objects by learning to detect keypointsCode0
ClothesNet: An Information-Rich 3D Garment Model Repository with Simulated Clothes Environment—0
CoDeF: Content Deformation Fields for Temporally Consistent Video ProcessingCode0
ChartDETR: A Multi-shape Detection Network for Visual Chart Recognition—0
KP2Dtiny: Quantized Neural Keypoint Detection and Description on the EdgeCode0
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild—0
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a DatasetCode0
Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images—0
Human Pose Estimation in Monocular Omnidirectional Top-View Images—0
From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection—0
Semantic Image Attack for Visual Model Diagnosis—0
ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty—0
PaRK-Detect: Towards Efficient Multi-Task Satellite Imagery Road Extraction via Patch-Wise Keypoints Detection—0
A Correct-and-Certify Approach to Self-Supervise Object Pose Estimators via Ensemble Self-Training—0
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint DetectionCode0
Vision Aided Environment Semantics Extraction and Its Application in mmWave Beam Selection—0
OnePose++: Keypoint-Free One-Shot Object Pose Estimation without CAD Models—0
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