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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 26–50 of 339 papers

TitleStatusHype
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
2.5D U-Net with Depth Reduction for 3D CryoET Object IdentificationCode1
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
Enhancing Scene Coordinate Regression with Efficient Keypoint Detection and Sequential InformationCode1
Measure Anything: Real-time, Multi-stage Vision-based Dimensional Measurement using Segment AnythingCode1
MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection—0
Edge Weight Prediction For Category-Agnostic Pose EstimationCode1
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUsCode1
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
Silver medal Solution for Image Matching Challenge 2024—0
From Web Data to Real Fields: Low-Cost Unsupervised Domain Adaptation for Agricultural Robots—0
Facial Chick Sexing: An Automated Chick Sexing System From Chick Facial Image—0
Unsupervised Model Diagnosis—0
Self-Supervised Keypoint Detection with Distilled Depth Keypoint Representation—0
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