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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 126–150 of 339 papers

TitleStatusHype
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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