SOTAVerified

6D Pose Estimation

Image: Zeng et al

Papers

Showing 201250 of 255 papers

TitleStatusHype
Object detection and Autoencoder-based 6D pose estimation for highly cluttered Bin Picking0
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
Pose Estimation of Specular and Symmetrical Objects0
SHREC 2020 track: 6D Object Pose Estimation0
I Like to Move It: 6D Pose Estimation as an Action Decision Process0
3DPVNet: Patch-level 3D Hough Voting Network for 6D Pose Estimation0
PAM:Point-wise Attention Module for 6D Object Pose Estimation0
Safe and Effective Picking Paths in Clutter given Discrete Distributions of Object Poses0
PrimA6D: Rotational Primitive Reconstruction for Enhanced and Robust 6D Pose Estimation0
A Pose Proposal and Refinement Network for Better Object Pose Estimation0
CPS++: Improving Class-level 6D Pose and Shape Estimation From Monocular Images With Self-Supervised Learning0
Object 6D Pose Estimation with Non-local Attention0
W-PoseNet: Dense Correspondence Regularized Pixel Pair Pose Regression0
P^2GNet: Pose-Guided Point Cloud Generating Networks for 6-DoF Object Pose Estimation0
LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose EstimationCode0
Multi-View Matching Network for 6D Pose Estimation0
Sub-frame Appearance and 6D Pose Estimation of Fast Moving ObjectsCode0
Single-Stage 6D Object Pose EstimationCode0
MaskedFusion: Mask-based 6D Object Pose EstimationCode0
PPR-Net:Point-wise Pose Regression Network for Instance Segmentation and 6D Pose Estimation in Bin-picking ScenariosCode0
6-PACK: Category-level 6D Pose Tracker with Anchor-Based KeypointsCode0
Scene-level Pose Estimation for Multiple Instances of Densely Packed Objects0
6D Pose Estimation with Correlation Fusion0
End-to-End Learnable Geometric Vision by Backpropagating PnP OptimizationCode0
Pose Estimation for Ground Robots: On Manifold Representation, Integration, Re-Parameterization, and Optimization0
CorNet: Generic 3D Corners for 6D Pose Estimation of New Objects without Retraining0
Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose EstimationCode0
Deep Learning for Spacecraft Pose Estimation from Photorealistic RenderingCode0
Object Pose Estimation in Robotics Revisited0
PoseRBPF: A Rao-Blackwellized Particle Filter for 6D Object Pose TrackingCode0
Vision-based Robotic Grasping From Object Localization, Object Pose Estimation to Grasp Estimation for Parallel Grippers: A ReviewCode0
HomebrewedDB: RGB-D Dataset for 6D Pose Estimation of 3D Objects0
DPOD: 6D Pose Object Detector and RefinerCode0
Photorealistic Image Synthesis for Object Instance Detection0
Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesCode0
DenseFusion: 6D Object Pose Estimation by Iterative Dense FusionCode0
Segmentation-driven 6D Object Pose EstimationCode0
Estimating 6D Pose From Localizing Designated Surface KeypointsCode0
SilhoNet: An RGB Method for 6D Object Pose EstimationCode0
Learning Object Localization and 6D Pose Estimation from Simulation and Weakly Labeled Real Images0
Robust 6D Object Pose Estimation with Stochastic Congruent Sets0
6D Pose Estimation using an Improved Method based on Point Pair Features0
iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects0
SSD-6D: Making RGB-based 3D detection and 6D pose estimation great againCode0
Improving 6D Pose Estimation of Objects in Clutter via Physics-aware Monte Carlo Tree Search0
Recovering 6D Object Pose: A Review and Multi-modal Analysis0
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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