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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 151–200 of 339 papers

TitleStatusHype
GKNet: Graph-based Keypoints Network for Monocular Pose Estimation of Non-cooperative SpacecraftCode0
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic ModelCode0
AI Challenger : A Large-scale Dataset for Going Deeper in Image UnderstandingCode0
GLAMpoints: Greedily Learned Accurate Match pointsCode0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
Dynamic Convolution: Attention over Convolution KernelsCode0
Data Distillation: Towards Omni-Supervised LearningCode0
Semi-supervised Human Pose Estimation in Art-historical ImagesCode0
Graphite: GRAPH-Induced feaTure Extraction for Point Cloud RegistrationCode0
Open-Vocabulary Animal Keypoint Detection with Semantic-feature MatchingCode0
Keypoint-based Stereophotoclinometry for Characterizing and Navigating Small Bodies: A Factor Graph ApproachCode0
LatentKeypointGAN: Controlling Images via Latent KeypointsCode0
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding ModelCode0
Neural Outlier Rejection for Self-Supervised Keypoint LearningCode0
Hand Keypoint Detection in Single Images using Multiview BootstrappingCode0
Associative Embedding: End-to-End Learning for Joint Detection and GroupingCode0
Video-based Sequential Bayesian Homography Estimation for Soccer Field RegistrationCode0
Simple and Lightweight Human Pose EstimationCode0
DDM-NET: End-to-end learning of keypoint feature Detection, Description and Matching for 3D localizationCode0
MONET: Multiview Semi-supervised Keypoint Detection via Epipolar DivergenceCode0
Single-Stage Multi-Person Pose MachinesCode0
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware AssociationCode0
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task LearningCode0
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsCode0
ViewSynth: Learning Local Features from Depth using View SynthesisCode0
Deep Alignment Network: A convolutional neural network for robust face alignmentCode0
MK-Pose: Category-Level Object Pose Estimation via Multimodal-Based Keypoint LearningCode0
Buy Me That Look: An Approach for Recommending Similar Fashion ProductsCode0
Spatial regularisation for improved accuracy and interpretability in keypoint-based registrationCode0
StarMap for Category-Agnostic Keypoint and Viewpoint EstimationCode0
Human Keypoint Detection by Progressive Context RefinementCode0
A Unified Sequence Interface for Vision TasksCode0
ZeroKey: Point-Level Reasoning and Zero-Shot 3D Keypoint Detection from Large Language Models—0
Certifying Robustness of Learning-Based Keypoint Detection and Pose Estimation Methods—0
2D Human Pose Estimation: A Survey—0
3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder—0
3D Kinematics Estimation from Video with a Biomechanical Model and Synthetic Training Data—0
3D Pose Estimation of Tomato Peduncle Nodes using Deep Keypoint Detection and Point Cloud—0
A Comparison of CNN and Classic Features for Image Retrieval—0
A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection—0
A Correct-and-Certify Approach to Self-Supervise Object Pose Estimators via Ensemble Self-Training—0
Adversarial Focal Loss: Asking Your Discriminator for Hard Examples—0
A Fast Keypoint Based Hybrid Method for Copy Move Forgery Detection—0
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration—0
A Low Rank Promoting Prior for Unsupervised Contrastive Learning—0
An analysis of the factors affecting keypoint stability in scale-space—0
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection—0
A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images—0
A Self-supervised Pressure Map human keypoint Detection Approch: Optimizing Generalization and Computational Efficiency Across Datasets—0
Automatic Temporal Segmentation for Post-Stroke Rehabilitation: A Keypoint Detection and Temporal Segmentation Approach for Small Datasets—0
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