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Pose Estimation

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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/magicleap/DELTAS

공식 코드

DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points

https://github.com/magicleap/SuperGluePretrainedNetwork

공식 코드

SuperGlue: Learning Feature Matching with Graph Neural Networks

https://github.com/mahdi-slh/Graphite

공식 코드

Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration

https://github.com/malefikus/mocapdeform

공식 코드

MoCapDeform: Monocular 3D Human Motion Capture in Deformable Scenes

https://github.com/marciska/vpc-switched-motion

공식 코드

Visual Pursuit Control based on Gaussian Processes with Switched Motion Trajectories

https://github.com/marcopesavento/Super-resolution-3D-Human-Shape-from-a-Single-Low-Resolution-Image

공식 코드

Super-resolution 3D Human Shape from a Single Low-Resolution Image

https://github.com/marikoisogawa/OpticalNLOSPose

공식 코드

Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation

https://github.com/marketto89/open_ptrack

공식 코드

Real-time marker-less multi-person 3D pose estimation in RGB-Depth camera networks

https://github.com/markyu98/madpose

공식 코드

Relative Pose Estimation through Affine Corrections of Monocular Depth Priors

https://github.com/martayang/kitro

공식 코드

KITRO: Refining Human Mesh by 2D Clues and Kinematic-tree Rotation

https://github.com/martyrpenink/sdpose

공식 코드

SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation

https://github.com/martyushev/eliminationtemplates

공식 코드

Optimizing Elimination Templates by Greedy Parameter Search

https://github.com/masabdi/LSPS

공식 코드

3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space

https://github.com/masadcv/PROPEL

공식 코드

PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks

https://github.com/master-cai/voloc

공식 코드

VOLoc: Visual Place Recognition by Querying Compressed Lidar Map

https://github.com/masterhow/eventpointpose

공식 코드

Efficient Human Pose Estimation via 3D Event Point Cloud

https://github.com/matanr/capex

공식 코드

CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation

https://github.com/meaten/HMRinCloseProximity

공식 코드

Multimodal Active Measurement for Human Mesh Recovery in Close Proximity

https://github.com/mediabrain-sjtu/auxformer

공식 코드

Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction

https://github.com/mediabrain-sjtu/eqmotion

공식 코드

EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning

https://github.com/meghshukla/activelearningforhumanpose

공식 코드

Bayesian Uncertainty and Expected Gradient Length -- Regression: Two Sides Of The Same Coin?

https://github.com/meghshukla/math-analysis-learningloss

공식 코드

A Mathematical Analysis of Learning Loss for Active Learning in Regression

https://github.com/megvii-detection/MSPN

공식 코드

Rethinking on Multi-Stage Networks for Human Pose Estimation

https://github.com/megvii-research/wacv2024-safa

공식 코드

Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution

https://github.com/mehwishg/dtf

공식 코드

Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer Fusion

https://github.com/melonwan/denseReg

공식 코드

Dense 3D Regression for Hand Pose Estimation

https://github.com/menghao666/hdr

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3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal

https://github.com/menoRashid/animal_human_kp

공식 코드

Interspecies Knowledge Transfer for Facial Keypoint Detection

https://github.com/mentian/object-posenet

공식 코드

Robust 6D Object Pose Estimation by Learning RGB-D Features

https://github.com/mergarsal/FastCertRelPose

공식 코드

Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras

https://github.com/mergarsal/GNCSO

공식 코드

Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras

https://github.com/mertkayhan/SSL-2D-Pose

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Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments

https://github.com/mertseker-dev/social-distance-estimation

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Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and Algorithm

https://github.com/mesnico/text-to-motion-retrieval

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Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language

https://github.com/meyerls/pegasus

공식 코드

PEGASUS: Physically Enhanced Gaussian Splatting Simulation System for 6DoF Object Pose Dataset Generation

https://github.com/mfawzy/CrossFormer

공식 코드

CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation

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