SOTAVerified

6D Pose Estimation

Image: Zeng et al

Papers

Showing 151200 of 255 papers

TitleStatusHype
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise VotingCode1
Iterative Corresponding Geometry: Fusing Region and Depth for Highly Efficient 3D Tracking of Textureless ObjectsCode2
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation0
Sim2Real Instance-Level Style Transfer for 6D Pose Estimation0
CenterSnap: Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size EstimationCode2
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects0
Adversarial samples for deep monocular 6D object pose estimationCode0
Sim2Real Object-Centric Keypoint Detection and Description0
Towards Deep Learning-based 6D Bin Pose Estimation in 3D ScansCode0
DProST: Dynamic Projective Spatial Transformer Network for 6D Pose EstimationCode1
SurfEmb: Dense and Continuous Correspondence Distributions for Object Pose Estimation with Learnt Surface Embeddings0
MPF6D: Masked Pyramid Fusion 6D Pose Estimation0
Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D SpaceCode1
6D Pose Estimation with Combined Deep Learning and 3D Vision Techniques for a Fast and Accurate Object Grasping0
Differentiable Rendering with Perturbed Optimizers0
T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression0
PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation0
Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks0
SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose EstimationCode1
BundleTrack: 6D Pose Tracking for Novel Objects without Instance or Category-Level 3D ModelsCode1
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose EstimationCode1
Keypoint-Graph-Driven Learning Framework for Object Pose Estimation0
Object detection and Autoencoder-based 6D pose estimation for highly cluttered Bin Picking0
MarkerPose: Robust Real-time Planar Target Tracking for Accurate Stereo Pose EstimationCode1
Wide-Depth-Range 6D Object Pose Estimation in SpaceCode1
RePOSE: Fast 6D Object Pose Refinement via Deep Texture RenderingCode1
FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation MechanismCode1
labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point CloudsCode1
FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose EstimationCode1
CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point CloudsCode1
GDRNPP: A Geometry-guided and Fully Learning-based Object Pose EstimatorCode1
PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation0
[Re] On end-to-end 6DoF object pose estimation and robustness to object scaleCode0
Spatial Attention Improves Iterative 6D Object Pose Estimation0
3D Point-to-Keypoint Voting Network for 6D Pose Estimation0
A Method to Generate High Precision Mesh Model and RGB-D Datasetfor 6D Pose Estimation Task0
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approachCode1
Pose Estimation of Specular and Symmetrical Objects0
Perception for Autonomous Systems (PAZ)Code1
REDE: End-to-end Object 6D Pose Robust Estimation Using Differentiable Outliers EliminationCode1
SHREC 2020 track: 6D Object Pose Estimation0
I Like to Move It: 6D Pose Estimation as an Action Decision Process0
BOP Challenge 2020 on 6D Object LocalizationCode2
3DPVNet: Patch-level 3D Hough Voting Network for 6D Pose Estimation0
CosyPose: Consistent multi-view multi-object 6D pose estimationCode1
PAM:Point-wise Attention Module for 6D Object Pose Estimation0
Safe and Effective Picking Paths in Clutter given Discrete Distributions of Object Poses0
se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic DomainsCode1
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionCode1
PrimA6D: Rotational Primitive Reconstruction for Enhanced and Robust 6D Pose Estimation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ICG+ADDS AUC97.9Unverified
2FFB6DADDS AUC96.6Unverified
3ICGADDS AUC96.5Unverified
4PVN3DADDS AUC96.1Unverified
5se3-TrackNetADDS AUC95.71Unverified
6CMCL6DADDS AUC95.43Unverified
7DTTD-Net w/o refinerADDS AUC94.19Unverified
8MaskedFusionADDS AUC93.3Unverified
9DenseFusionADDS AUC93.1Unverified
10PoseCNN+ICPADDS AUC93Unverified
#ModelMetricClaimedVerifiedStatus
16D OBJECT POSE TRACKING IN INTERNET VIDEOS FOR ROBOTIC MANIPULATIONAR CoU52.1Unverified
2MegaPose-RGBD (refined)ADD AUC49.02Unverified
3GigaPoseAR CoU39.32Unverified
4FoundPoseAR CoU31.32Unverified
5MegaPose-RGBD (Coarse)AR CoU13.72Unverified
#ModelMetricClaimedVerifiedStatus
1FFB6DAccuracy (ADD)99.7Unverified
2PVN3DAccuracy (ADD)99.4Unverified
3GPV-PoseMean ADD-S98.2Unverified
4MaskedFusionAccuracy (ADD)97.8Unverified
5DenseFusionAccuracy (ADD)94.3Unverified
#ModelMetricClaimedVerifiedStatus
1ICG+AUC17.57Unverified
2ICGAUC16.54Unverified
#ModelMetricClaimedVerifiedStatus
1VISAPP BaselineeRE0.2Unverified