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/parskatt/dedode

공식 코드

DeDoDe: Detect, Don't Describe -- Describe, Don't Detect for Local Feature Matching

https://github.com/parskatt/dkm

공식 코드

DKM: Dense Kernelized Feature Matching for Geometry Estimation

https://github.com/patrick-swk/d3dp

공식 코드

Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation

https://github.com/patrick-swk/p-stmo

공식 코드

P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation

https://github.com/paul-shuvo/planar_pose

공식 코드

Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic Grasping

https://github.com/paulchhuang/bstro

공식 코드

Capturing and Inferring Dense Full-Body Human-Scene Contact

https://github.com/paulchhuang/rich_toolkit

공식 코드

Capturing and Inferring Dense Full-Body Human-Scene Contact

https://github.com/paulkie99/keypointannotator

공식 코드

Video-based Sequential Bayesian Homography Estimation for Soccer Field Registration

https://github.com/pcr-upm/opal23_headpose

공식 코드

On the representation and methodology for wide and short range head pose estimation

https://github.com/peabody124/posepipeline

공식 코드

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

https://github.com/pedrocastro/crt-6d

공식 코드

CRT-6D: Fast 6D Object Pose Estimation with Cascaded Refinement Transformers

https://github.com/peiyunh/rg-mpii

공식 코드

Bottom-Up and Top-Down Reasoning with Hierarchical Rectified Gaussians

https://github.com/pengfeiren96/dir

공식 코드

Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image

https://github.com/pengsun/bpcpr5

공식 코드

Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT Images

https://github.com/penn-figueroa-lab/markerless-human-perception

공식 코드

A Robust Filter for Marker-less Multi-person Tracking in Human-Robot Interaction Scenarios

https://github.com/petrhruby97/efficient_absolute

공식 코드

Efficient Solution of Point-Line Absolute Pose

https://github.com/picsart-ai-research/videoinr-continuous-space-time-super-resolution

공식 코드

VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution

https://github.com/pimdh/relie

공식 코드

Reparameterizing Distributions on Lie Groups

https://github.com/pixelite1201/CameraHMR/tree/master/CameraHMR_demo

공식 코드

CameraHMR: Aligning People with Perspective

https://github.com/pixelite1201/agora_evaluation

공식 코드

AGORA: Avatars in Geography Optimized for Regression Analysis

https://github.com/pjlallen/s2former-or

공식 코드

S^2Former-OR: Single-Stage Bi-Modal Transformer for Scene Graph Generation in OR

https://github.com/pksvision/Deep-WaveNet-Underwater-Image-Restoration

공식 코드

Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration

https://github.com/pku-epic/dreds

공식 코드

Domain Randomization-Enhanced Depth Simulation and Restoration for Perceiving and Grasping Specular and Transparent Objects

https://github.com/pku-yuangroup/envision3d

공식 코드

Envision3D: One Image to 3D with Anchor Views Interpolation

https://github.com/pkunliu/isotropic3d

공식 코드

Isotropic3D: Image-to-3D Generation Based on a Single CLIP Embedding

https://github.com/poker-xu/ssr-stf

공식 코드

Optimizing Local-Global Dependencies for Accurate 3D Human Pose Estimation

https://github.com/ponimatkin/focalpose

공식 코드

Focal Length and Object Pose Estimation via Render and Compare

https://github.com/pooyafayyaz/fingerspelling-posenet

공식 코드

Fingerspelling PoseNet: Enhancing Fingerspelling Translation with Pose-Based Transformer Models

https://github.com/pose-group/fami-pose

공식 코드

Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation

https://github.com/possoj/fpga-spacepose

공식 코드

Real-Time Spacecraft Pose Estimation Using Mixed-Precision Quantized Neural Network on COTS Reconfigurable MPSoC

https://github.com/possoj/mobile-ursonet

공식 코드

Mobile-URSONet: an Embeddable Neural Network for Onboard Spacecraft Pose Estimation

https://github.com/postech-ami/fastmetro

공식 코드

Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers

https://github.com/power-operation/ckdformer

공식 코드

PowerSkel: A Device-Free Framework Using CSI Signal for Human Skeleton Estimation in Power Station

https://github.com/prabuddha1/acpe

공식 코드

Learning to Estimate Pose by Watching Videos

https://github.com/prasunroy/mcma

공식 코드

Exploring Mutual Cross-Modal Attention for Context-Aware Human Affordance Generation

https://github.com/prbonn/4dmos

공식 코드

Receding Moving Object Segmentation in 3D LiDAR Data Using Sparse 4D Convolutions

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