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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
Learning Delicate Local Representations for Multi-Person Pose EstimationCode1
Towards High Performance Human Keypoint DetectionCode1
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose EstimationCode1
PVN3D: A Deep Point-wise 3D Keypoints Voting Network for 6DoF Pose EstimationCode1
R2D2: Repeatable and Reliable Detector and DescriptorCode1
Key.Net: Keypoint Detection by Handcrafted and Learned CNN FiltersCode1
Deep High-Resolution Representation Learning for Human Pose EstimationCode1
Rethinking on Multi-Stage Networks for Human Pose EstimationCode1
Slimmable Neural NetworksCode1
Simple Baselines for Human Pose Estimation and TrackingCode1
Non-local Neural NetworksCode1
Cascaded Pyramid Network for Multi-Person Pose EstimationCode1
Generative Partition Networks for Multi-Person Pose EstimationCode1
Mask R-CNNCode1
GKNet: Graph-based Keypoints Network for Monocular Pose Estimation of Non-cooperative SpacecraftCode0
KptLLM++: Towards Generic Keypoint Comprehension with Large Language Model—0
FPC-Net: Revisiting SuperPoint with Descriptor-Free Keypoint Detection via Feature Pyramids and Consistency-Based Implicit Matching—0
Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection—0
Reading a Ruler in the Wild—0
MK-Pose: Category-Level Object Pose Estimation via Multimodal-Based Keypoint LearningCode0
SEPT: Standard-Definition Map Enhanced Scene Perception and Topology Reasoning for Autonomous Driving—0
Keypoints as Dynamic Centroids for Unified Human Pose and Segmentation—0
RDD: Robust Feature Detector and Descriptor using Deformable Transformer—0
Enabling Privacy-Aware AI-Based Ergonomic Analysis—0
My Emotion on your face: The use of Facial Keypoint Detection to preserve Emotions in Latent Space Editing—0
Unsupervised training of keypoint-agnostic descriptors for flexible retinal image registration—0
Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance—0
Learning a General Model: Folding Clothing with Topological Dynamics—0
EdgePoint2: Compact Descriptors for Superior Efficiency and Accuracy—0
UKDM: Underwater keypoint detection and matching using underwater image enhancement techniques—0
Stereophotoclinometry Revisited—0
SuperEvent: Cross-Modal Learning of Event-based Keypoint Detection—0
Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines—0
Keypoint Detection and Description for Raw Bayer Images—0
Spatial regularisation for improved accuracy and interpretability in keypoint-based registrationCode0
Periodontal Bone Loss Analysis via Keypoint Detection With Heuristic Post-Processing—0
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection—0
CNSv2: Probabilistic Correspondence Encoded Neural Image Servo—0
Automatic Temporal Segmentation for Post-Stroke Rehabilitation: A Keypoint Detection and Temporal Segmentation Approach for Small Datasets—0
Rewards-based image analysis in microscopy—0
Transfer Learning for Keypoint Detection in Low-Resolution Thermal TUG Test Images—0
Video-based Surgical Tool-tip and Keypoint Tracking using Multi-frame Context-driven Deep Learning Models—0
Keypoint Detection Empowered Near-Field User Localization and Channel Reconstruction—0
MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image Matching—0
Refinement Module based on Parse Graph of Feature Map for Human Pose Estimation—0
Corn Ear Detection and Orientation Estimation Using Deep Learning—0
ZeroKey: Point-Level Reasoning and Zero-Shot 3D Keypoint Detection from Large Language Models—0
MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection—0
IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose—0
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension—0
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