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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 301–339 of 339 papers

TitleStatusHype
Learning Spatial Context with Graph Neural Network for Multi-Person Pose GroupingCode0
R2D2: Reliable and Repeatable Detector and DescriptorCode0
LatentKeypointGAN: Controlling Images via Latent KeypointsCode0
AI Challenger : A Large-scale Dataset for Going Deeper in Image UnderstandingCode0
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task LearningCode0
ViewSynth: Learning Local Features from Depth using View SynthesisCode0
Buy Me That Look: An Approach for Recommending Similar Fashion ProductsCode0
6-DoF Object Pose from Semantic KeypointsCode0
Deep Alignment Network: A convolutional neural network for robust face alignmentCode0
Open-Vocabulary Animal Keypoint Detection with Semantic-feature MatchingCode0
DDM-NET: End-to-end learning of keypoint feature Detection, Description and Matching for 3D localizationCode0
KP2Dtiny: Quantized Neural Keypoint Detection and Description on the EdgeCode0
Keypoint-based Stereophotoclinometry for Characterizing and Navigating Small Bodies: A Factor Graph ApproachCode0
Regressive Domain Adaptation for Unsupervised Keypoint DetectionCode0
Spatial regularisation for improved accuracy and interpretability in keypoint-based registrationCode0
Interspecies Knowledge Transfer for Facial Keypoint DetectionCode0
Improving the matching of deformable objects by learning to detect keypointsCode0
Human Keypoint Detection by Progressive Context RefinementCode0
StarMap for Category-Agnostic Keypoint and Viewpoint EstimationCode0
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware AssociationCode0
Hand Keypoint Detection in Single Images using Multiview BootstrappingCode0
ArtTrack: Articulated Multi-person Tracking in the WildCode0
Pose Estimation for Robot Manipulators via Keypoint Optimization and Sim-to-Real TransferCode0
Graphite: GRAPH-Induced feaTure Extraction for Point Cloud RegistrationCode0
An Effective Image Copy-Move Forgery Detection Using Entropy InformationCode0
GLAMpoints: Greedily Learned Accurate Match pointsCode0
GKNet: Graph-based Keypoints Network for Monocular Pose Estimation of Non-cooperative SpacecraftCode0
Data Distillation: Towards Omni-Supervised LearningCode0
FC-GNN: Recovering Reliable and Accurate Correspondences from InterferencesCode0
Self-Supervised 3D Keypoint Learning for Ego-motion EstimationCode0
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New BenchmarkCode0
Efficient adaptive non-maximal suppression algorithms for homogeneous spatial keypoint distributionCode0
TAMPAR: Visual Tampering Detection for Parcel Logistics in Postal Supply ChainsCode0
Associative Embedding: End-to-End Learning for Joint Detection and GroupingCode0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
Video-based Sequential Bayesian Homography Estimation for Soccer Field RegistrationCode0
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsCode0
Semi-supervised Human Pose Estimation in Art-historical ImagesCode0
To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detectionCode0
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