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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 151–175 of 339 papers

TitleStatusHype
Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling—0
A Unified Sequence Interface for Vision TasksCode0
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields—0
SNAKE: Shape-aware Neural 3D Keypoint FieldCode2
MulT: An End-to-End Multitask Learning TransformerCode1
Joint Representation Learning and Keypoint Detection for Cross-view Geo-localizationCode1
Learning Keypoints from Synthetic Data for Robotic Cloth FoldingCode1
AggPose: Deep Aggregation Vision Transformer for Infant Pose EstimationCode1
GRIT: General Robust Image Task BenchmarkCode1
ViTPose: Simple Vision Transformer Baselines for Human Pose EstimationCode3
Self-Supervised Equivariant Learning for Oriented Keypoint DetectionCode1
2D Human Pose Estimation: A Survey—0
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task LearningCode0
PosePipe: Open-Source Human Pose Estimation Pipeline for Clinical ResearchCode1
Weakly Supervised Learning of Keypoints for 6D Object Pose Estimation—0
Motion-Aware Transformer For Occluded Person Re-identification—0
Sim2Real Object-Centric Keypoint Detection and Description—0
Poseur: Direct Human Pose Regression with TransformersCode1
TFS Recognition: Investigating MPH]Thai Finger Spelling Recognition: Investigating MediaPipe Hands Potentials—0
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration—0
Improved 2D Keypoint Detection in Out-of-Balance and Fall Situations -- combining input rotations and a kinematic model—0
Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description ExtractionCode0
Parallel Multi-Scale Networks with Deep Supervision for Hand Keypoint Detection—0
GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast DescriptorCode1
Few-shot Keypoint Detection with Uncertainty Learning for Unseen SpeciesCode1
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