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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 26–50 of 339 papers

TitleStatusHype
Dense Interspecies Face EmbeddingCode1
2.5D U-Net with Depth Reduction for 3D CryoET Object IdentificationCode1
DexYCB: A Benchmark for Capturing Hand Grasping of ObjectsCode1
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionCode1
Enhancing Scene Coordinate Regression with Efficient Keypoint Detection and Sequential InformationCode1
Deep High-Resolution Representation Learning for Human Pose EstimationCode1
Edge Weight Prediction For Category-Agnostic Pose EstimationCode1
Generative Partition Networks for Multi-Person Pose EstimationCode1
Flowmind2Digital: The First Comprehensive Flowmind Recognition and Conversion ApproachCode1
GoodPoint: unsupervised learning of keypoint detection and descriptionCode1
Fast Fourier ConvolutionCode1
ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor ExtractionCode1
Deep Dual Consecutive Network for Human Pose EstimationCode1
Few-shot Keypoint Detection with Uncertainty Learning for Unseen SpeciesCode1
GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast DescriptorCode1
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint EstimatesCode1
Bottom-Up Human Pose Estimation Via Disentangled Keypoint RegressionCode1
BPFNet: A Unified Framework for Bimodal Palmprint Alignment and FusionCode1
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single CameraCode1
CapeX: Category-Agnostic Pose Estimation from Textual Point ExplanationCode1
Cascaded Pyramid Network for Multi-Person Pose EstimationCode1
CurriculumLoc: Enhancing Cross-Domain Geolocalization through Multi-Stage RefinementCode1
Centroid Distance Keypoint Detector for Colored Point CloudsCode1
A Novel Dataset for Keypoint Detection of quadruped Animals from ImagesCode1
A lightweight 3D dense facial landmark estimation model from position map dataCode1
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