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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 226–250 of 339 papers

TitleStatusHype
TransPose: Keypoint Localization via TransformerCode1
Auto Learning AttentionCode1
Fast Fourier ConvolutionCode1
Conditional Link Prediction of Category-Implicit Keypoint Detection—0
UKPGAN: A General Self-Supervised Keypoint DetectorCode1
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection TasksCode1
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight TransferCode1
Efficient grouping for keypoint detection—0
Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets—0
Graphite: GRAPH-Induced feaTure Extraction for Point Cloud RegistrationCode0
Pose Estimation for Robot Manipulators via Keypoint Optimization and Sim-to-Real TransferCode0
Rotate to Attend: Convolutional Triplet Attention ModuleCode1
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsCode0
CoKe: Localized Contrastive Learning for Robust Keypoint Detection—0
Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the WildCode1
RelativeNAS: Relative Neural Architecture Search via Slow-Fast LearningCode1
Buy Me That Look: An Approach for Recommending Similar Fashion ProductsCode0
GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes—0
Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images—0
Joint Object Contour Points and Semantics for Instance Segmentation—0
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionCode1
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation—0
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint EstimatesCode1
SEKD: Self-Evolving Keypoint Detection and DescriptionCode1
Improving Convolutional Networks With Self-Calibrated ConvolutionsCode1
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