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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 51–75 of 339 papers

TitleStatusHype
Few-shot Keypoint Detection with Uncertainty Learning for Unseen SpeciesCode1
Flowmind2Digital: The First Comprehensive Flowmind Recognition and Conversion ApproachCode1
MulT: An End-to-End Multitask Learning TransformerCode1
Multi-Grained Contrast for Data-Efficient Unsupervised Representation LearningCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud RegistrationCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud RegistrationCode1
GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast DescriptorCode1
Greedy Offset-Guided Keypoint Grouping for Human Pose EstimationCode1
End-to-End Trainable Multi-Instance Pose Estimation with TransformersCode1
HoughNet: Integrating near and long-range evidence for visual detectionCode1
Non-local Neural NetworksCode1
Learning Human-Object Interaction Detection using Interaction PointsCode1
Mask R-CNNCode1
Key.Net: Keypoint Detection by Handcrafted and Learned CNN FiltersCode1
A lightweight 3D dense facial landmark estimation model from position map dataCode1
Keypoint CommunitiesCode1
DexYCB: A Benchmark for Capturing Hand Grasping of ObjectsCode1
Deep Dual Consecutive Network for Human Pose EstimationCode1
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single CameraCode1
Joint Representation Learning and Keypoint Detection for Cross-view Geo-localizationCode1
KGNv2: Separating Scale and Pose Prediction for Keypoint-based 6-DoF Grasp Synthesis on RGB-D inputCode1
Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D FeaturesCode1
Benchmarking Fish Dataset and Evaluation Metric in Keypoint Detection -- Towards Precise Fish Morphological Assessment in Aquaculture BreedingCode1
Deep High-Resolution Representation Learning for Human Pose EstimationCode1
Improving Convolutional Networks With Self-Calibrated ConvolutionsCode1
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