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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 101–150 of 339 papers

TitleStatusHype
Explicit Box Detection Unifies End-to-End Multi-Person Pose EstimationCode1
3D3L: Deep Learned 3D Keypoint Detection and Description for LiDARsCode1
AggPose: Deep Aggregation Vision Transformer for Infant Pose EstimationCode1
Multi-Grained Contrast for Data-Efficient Unsupervised Representation LearningCode1
Fast Fourier ConvolutionCode1
PosePipe: Open-Source Human Pose Estimation Pipeline for Clinical ResearchCode1
OpenKD: Opening Prompt Diversity for Zero- and Few-shot Keypoint DetectionCode1
PVN3D: A Deep Point-wise 3D Keypoints Voting Network for 6DoF Pose EstimationCode1
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose EstimationCode1
CurriculumLoc: Enhancing Cross-Domain Geolocalization through Multi-Stage RefinementCode1
Flowmind2Digital: The First Comprehensive Flowmind Recognition and Conversion ApproachCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud RegistrationCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud RegistrationCode1
TransPose: Keypoint Localization via TransformerCode1
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware AssociationCode0
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsCode0
GLAMpoints: Greedily Learned Accurate Match pointsCode0
Associative Embedding: End-to-End Learning for Joint Detection and GroupingCode0
GKNet: Graph-based Keypoints Network for Monocular Pose Estimation of Non-cooperative SpacecraftCode0
Regressive Domain Adaptation for Unsupervised Keypoint DetectionCode0
Pose Estimation for Robot Manipulators via Keypoint Optimization and Sim-to-Real TransferCode0
Graphite: GRAPH-Induced feaTure Extraction for Point Cloud RegistrationCode0
Self-Supervised 3D Keypoint Learning for Ego-motion EstimationCode0
CoDeF: Content Deformation Fields for Temporally Consistent Video ProcessingCode0
Precision Aquaculture: An Integrated Computer Vision and IoT Approach for Optimized Tilapia FeedingCode0
ArtTrack: Articulated Multi-person Tracking in the WildCode0
FC-GNN: Recovering Reliable and Accurate Correspondences from InterferencesCode0
Pose Neural Fabrics SearchCode0
Pose2Seg: Detection Free Human Instance SegmentationCode0
PoseFix: Model-agnostic General Human Pose Refinement NetworkCode0
R2D2: Reliable and Repeatable Detector and DescriptorCode0
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding ModelCode0
PifPaf: Composite Fields for Human Pose EstimationCode0
Efficient adaptive non-maximal suppression algorithms for homogeneous spatial keypoint distributionCode0
An Effective Image Copy-Move Forgery Detection Using Entropy InformationCode0
Buy Me That Look: An Approach for Recommending Similar Fashion ProductsCode0
Dynamic Convolution: Attention over Convolution KernelsCode0
RF-Net: An End-to-End Image Matching Network based on Receptive FieldCode0
Neural Outlier Rejection for Self-Supervised Keypoint LearningCode0
Distribution-Aware Coordinate Representation for Human Pose EstimationCode0
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic ModelCode0
6-DoF Object Pose from Semantic KeypointsCode0
Multi-Person Pose Estimation with Local Joint-to-Person AssociationsCode0
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual NetworkCode0
Multiview Supervision By RegistrationCode0
MK-Pose: Category-Level Object Pose Estimation via Multimodal-Based Keypoint LearningCode0
MONET: Multiview Semi-supervised Keypoint Detection via Epipolar DivergenceCode0
Keypoint-based Stereophotoclinometry for Characterizing and Navigating Small Bodies: A Factor Graph ApproachCode0
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation ModelCode0
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint DetectionCode0
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