Papers with Code 아카이브

Keypoint Detection

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크: 0
평가표: 9
보존된 평가 기록: 83

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.

<span style="color:grey; opacity: 0.6">( Image credit: PifPaf: Composite Fields for Human Pose Estimation; "Learning to surf" by fotologic, license: CC-BY-2.0 )</span>

논문

이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.

Keypoint Detection

논문

Semi-supervised Human Pose Estimation in Art-historical Images

Weakly-supervised High-fidelity Ultrasound Video Synthesis with Feature Decoupling

A Unified Sequence Interface for Vision Tasks

Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields

SNAKE: Shape-aware Neural 3D Keypoint Field

MulT: An End-to-End Multitask Learning Transformer

Learning Keypoints from Synthetic Data for Robotic Cloth Folding

AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation

GRIT: General Robust Image Task Benchmark

ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation

Self-Supervised Equivariant Learning for Oriented Keypoint Detection

2D Human Pose Estimation: A Survey

SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning

PosePipe: Open-Source Human Pose Estimation Pipeline for Clinical Research

Weakly Supervised Learning of Keypoints for 6D Object Pose Estimation

Motion-Aware Transformer For Occluded Person Re-identification

Sim2Real Object-Centric Keypoint Detection and Description

Poseur: Direct Human Pose Regression with Transformers

TFS Recognition: Investigating MPH]{Thai Finger Spelling Recognition: Investigating MediaPipe Hands Potentials

A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration

Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction

Improved 2D Keypoint Detection in Out-of-Balance and Fall Situations -- combining input rotations and a kinematic model

GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor

Parallel Multi-Scale Networks with Deep Supervision for Hand Keypoint Detection

Few-shot Keypoint Detection with Uncertainty Learning for Unseen Species

Few-Shot Keypoint Detection as Task Adaptation via Latent Embeddings

ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction

Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware Association

Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images

Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image

CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud Registration

BPFNet: A Unified Framework for Bimodal Palmprint Alignment and Fusion

Keypoint Communities

PDC-Net+: Enhanced Probabilistic Dense Correspondence Network

Semi-supervised Dense Keypoints Using Unlabeled Multiview Images

A Novel Dataset for Keypoint Detection of quadruped Animals from Images