Papers with Code 아카이브

Pose Estimation

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법 전체 데이터셋

하위 태스크: 17
평가표: 31
보존된 평가 기록: 235

Pose Estimation is a computer vision task where the goal is to detect the position and orientation of a person or an object. Usually, this is done by predicting the location of specific keypoints like hands, head, elbows, etc. in case of Human Pose Estimation.

A common benchmark for this task is MPII Human Pose

<span style="color:grey; opacity: 0.6">( Image credit: Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose )</span>

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/shaohua-pan/RobustCap

공식 코드

Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion Capture

https://github.com/shash29-dev/STEP

공식 코드

DeepSTEP: Simultaneous Tracking and Estimation of Pose for Animals and Humans

https://github.com/shengnanh20/lamp

공식 코드

LAMP: Leveraging Language Prompts for Multi-person Pose Estimation

https://github.com/shermanlian/swrn

공식 코드

Sliding Window Recurrent Network for Efficient Video Super-Resolution

https://github.com/shichaoy/cube_slam

공식 코드

CubeSLAM: Monocular 3D Object SLAM

https://github.com/shichengchen/multiviewdataset

공식 코드

Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation

https://github.com/shijianjian/voxelkp

공식 코드

VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR Data

https://github.com/shirleymaxx/chimpact

공식 코드

ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors

https://github.com/shirleymaxx/vmarker-pro

공식 코드

3D Human Mesh Estimation from Virtual Markers

https://github.com/shivangi-aneja/FaceTalk

공식 코드

FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models

https://github.com/shiyujiao/boosting3dofaccuracy

공식 코드

Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer

https://github.com/shiyujiao/highlyaccurate

공식 코드

Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image

https://github.com/shngjz/wildcamera

공식 코드

Tame a Wild Camera: In-the-Wild Monocular Camera Calibration

https://github.com/shreyashampali/kypt_transformer

공식 코드

Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation

https://github.com/shrutarv/mtevent_toolkit

공식 코드

MTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object Detection

https://github.com/shubhajitbasak/dense3dfacelandmarks

공식 코드

A lightweight 3D dense facial landmark estimation model from position map data

https://github.com/shubham-goel/4D-Humans

공식 코드

Humans in 4D: Reconstructing and Tracking Humans with Transformers

https://github.com/shuhongll/sgs-slam

공식 코드

SGS-SLAM: Semantic Gaussian Splatting For Neural Dense SLAM

https://github.com/shunli-wang/ca-spacenet

공식 코드

CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in Space

https://github.com/sibotian96/TransFusion

공식 코드

TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion Prediction

https://github.com/sichun233746/motif

공식 코드

MoTIF: Learning Motion Trajectories with Local Implicit Neural Functions for Continuous Space-Time Video Super-Resolution

https://github.com/sign-language-processing/mediapipe-hand-crop-fix

공식 코드

Optimizing Hand Region Detection in MediaPipe Holistic Full-Body Pose Estimation to Improve Accuracy and Avoid Downstream Errors

https://github.com/silviazuffi/smalst

공식 코드

Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture from Images "In the Wild"

https://github.com/singnet/image-matching

공식 코드

GoodPoint: unsupervised learning of keypoint detection and description

https://github.com/sinzlab/cgnf

공식 코드

Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions

https://github.com/sinzlab/platypose

공식 코드

Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation

https://github.com/sipg-isr/Occlusion_HPE

공식 코드

2D Image head pose estimation via latent space regression under occlusion settings

https://github.com/siqueira-hc/corrnet

공식 코드

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

https://github.com/sirui-xu/stars

공식 코드

Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors

https://github.com/sjingjia/planerectr

공식 코드

PlaneRecTR++: Unified Query Learning for Joint 3D Planar Reconstruction and Pose Estimation

https://github.com/sjtu-lucy/emoface

공식 코드

EmoFace: Audio-driven Emotional 3D Face Animation

https://github.com/sjtuxcx/ITES

공식 코드

Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation

https://github.com/sjtuytc/betapose

공식 코드

Estimating 6D Pose From Localizing Designated Surface Keypoints

https://github.com/smlc-nysbc/target-vae

공식 코드

Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE

https://github.com/smplbody/hmr-benchmarks

공식 코드

Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms

https://github.com/snldmt/SPARS3R

공식 코드

SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.