SOTAVerified

6D Pose Estimation

Image: Zeng et al

Papers

Showing 51100 of 255 papers

TitleStatusHype
T-LESS: An RGB-D Dataset for 6D Pose Estimation of Texture-less ObjectsCode1
Video based Object 6D Pose Estimation using TransformersCode1
RePOSE: Fast 6D Object Pose Refinement via Deep Texture RenderingCode1
FSD: Fast Self-Supervised Single RGB-D to Categorical 3D ObjectsCode1
CosyPose: Consistent multi-view multi-object 6D pose estimationCode1
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose EstimationCode1
Robust, Occlusion-aware Pose Estimation for Objects Grasped by Adaptive HandsCode1
SCRREAM : SCan, Register, REnder And Map:A Framework for Annotating Accurate and Dense 3D Indoor Scenes with a BenchmarkCode1
SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose EstimationCode1
DeepIM: Deep Iterative Matching for 6D Pose EstimationCode1
Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D SpaceCode1
FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose EstimationCode1
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose EstimationCode1
Depth-based 6DoF Object Pose Estimation using Swin TransformerCode1
HouseCat6D -- A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic ScenariosCode1
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionCode1
BOP: Benchmark for 6D Object Pose EstimationCode1
PCKRF: Point Cloud Completion and Keypoint Refinement With Fusion Data for 6D Pose EstimationCode1
On Object Symmetries and 6D Pose Estimation from ImagesCode1
labelCloud: A Lightweight Domain-Independent Labeling Tool for 3D Object Detection in Point CloudsCode1
6IMPOSE: Bridging the Reality Gap in 6D Pose Estimation for Robotic GraspingCode1
Linear-Covariance Loss for End-to-End Learning of 6D Pose EstimationCode1
Learning Symmetry-Aware Geometry Correspondences for 6D Object Pose EstimationCode1
SyMFM6D: Symmetry-aware Multi-directional Fusion for Multi-View 6D Object Pose EstimationCode1
SPVLoc: Semantic Panoramic Viewport Matching for 6D Camera Localization in Unseen EnvironmentsCode1
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approachCode1
Enhancing 6-DoF Object Pose Estimation through Multiple Modality Fusion: A Hybrid CNN Architecture with Cross-Layer and Cross-Modal IntegrationCode1
EPOS: Estimating 6D Pose of Objects with SymmetriesCode1
GBOT: Graph-Based 3D Object Tracking for Augmented Reality-Assisted Assembly GuidanceCode1
SD-Net: Symmetric-Aware Keypoint Prediction and Domain Adaptation for 6D Pose Estimation In Bin-picking ScenariosCode0
Deep Learning for Spacecraft Pose Estimation from Photorealistic RenderingCode0
ASDF: Assembly State Detection Utilizing Late Fusion by Integrating 6D Pose EstimationCode0
Segmentation-driven 6D Object Pose EstimationCode0
CVAM-Pose: Conditional Variational Autoencoder for Multi-Object Monocular Pose EstimationCode0
Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural FeaturesCode0
[Re] On end-to-end 6DoF object pose estimation and robustness to object scaleCode0
ReFlow6D: Refraction-Guided Transparent Object 6D Pose Estimation via Intermediate Representation LearningCode0
Realistic Data Generation for 6D Pose Estimation of Surgical InstrumentsCode0
A Multi-body Tracking Framework -- From Rigid Objects to Kinematic StructuresCode0
Resampling-free Particle Filters in High-dimensionsCode0
MTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object DetectionCode0
PPR-Net:Point-wise Pose Regression Network for Instance Segmentation and 6D Pose Estimation in Bin-picking ScenariosCode0
PViT-6D: Overclocking Vision Transformers for 6D Pose Estimation with Confidence-Level Prediction and Pose TokensCode0
Adversarial samples for deep monocular 6D object pose estimationCode0
Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose EstimationCode0
Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking ChallengeCode0
FAFA: Frequency-Aware Flow-Aided Self-Supervision for Underwater Object Pose EstimationCode0
Estimating 6D Pose From Localizing Designated Surface KeypointsCode0
Modular Quantization-Aware Training for 6D Object Pose EstimationCode0
Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object PoseCode0
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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