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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 201–225 of 339 papers

TitleStatusHype
Task-Aware Sampling Layer for Point-Wise Analysis—0
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields—0
Blur-Countering Keypoint Detection via Eigenvalue Asymmetry—0
BonnBeetClouds3D: A Dataset Towards Point Cloud-based Organ-level Phenotyping of Sugar Beet Plants under Field Conditions—0
ChartDETR: A Multi-shape Detection Network for Visual Chart Recognition—0
CLERA: A Unified Model for Joint Cognitive Load and Eye Region Analysis in the Wild—0
ClothesNet: An Information-Rich 3D Garment Model Repository with Simulated Clothes Environment—0
Cluster-Based Point Set Saliency—0
CNSv2: Probabilistic Correspondence Encoded Neural Image Servo—0
CoKe: Localized Contrastive Learning for Robust Keypoint Detection—0
Computer-Aided Automated Detection of Gene-Controlled Social Actions of Drosophila—0
Conditional Link Prediction of Category-Implicit Keypoint Detection—0
Corn Ear Detection and Orientation Estimation Using Deep Learning—0
Cross-Domain 3D Hand Pose Estimation With Dual Modalities—0
D4: Text-guided diffusion model-based domain adaptive data augmentation for vineyard shoot detection—0
Deep Learning-Based Automatic Diagnosis System for Developmental Dysplasia of the Hip—0
Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images—0
Dense Keypoints via Multiview Supervision—0
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation—0
Disguised Face Identification (DFI) with Facial KeyPoints using Spatial Fusion Convolutional Network—0
Learning Enhanced Resolution-wise features for Human Pose Estimation—0
Do Convnets Learn Correspondence?—0
Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection—0
EdgePoint2: Compact Descriptors for Superior Efficiency and Accuracy—0
Efficient grouping for keypoint detection—0
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