SSD-6D: Making RGB-based 3D detection and 6D pose estimation great again

27 November 2017

Nassir Navab

Papers citing "SSD-6D: Making RGB-based 3D detection and 6D pose estimation great again"

50 / 157 papers shown

Title
Sim-to-Real 6D Object Pose Estimation via Iterative Self-training for Robotic Bin Picking Kai-xiang Chen Ruizhi Cao Stephen James Yichuan Li Yunhui Liu Pieter Abbeel Qi Dou 3DPC 48 26 0 14 Apr 2022
Focal Length and Object Pose Estimation via Render and Compare Georgy Ponimatkin Yann Labbé Bryan C. Russell Mathieu Aubry Josef Sivic 38 19 0 11 Apr 2022
M $^2$ BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation Enze Xie Zhiding Yu Daquan Zhou Jonah Philion Anima Anandkumar Sanja Fidler Ping Luo J. Álvarez 52 181 0 11 Apr 2022
OSOP: A Multi-Stage One Shot Object Pose Estimation Framework I. Shugurov Fu Li Benjamin Busam Slobodan Ilic 40 85 0 29 Mar 2022
FS6D: Few-Shot 6D Pose Estimation of Novel Objects Yisheng He Yao Wang Haoqiang Fan Jian Sun Qifeng Chen 38 83 0 28 Mar 2022
A Visual Navigation Perspective for Category-Level Object Pose Estimation Jiaxin Guo Fangxun Zhong R. Xiong Yunhui Liu Yue Wang Yiyi Liao OCL 21 6 0 25 Mar 2022
RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization Yan Xu Junyi Lin Guofeng Zhang Xiaogang Wang Hongsheng Li 37 58 0 24 Mar 2022
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting Yan Di Ruida Zhang Zhiqiang Lou Fabian Manhardt Xiangyang Ji Nassir Navab F. Tombari 32 118 0 15 Mar 2022
PETR: Position Embedding Transformation for Multi-View 3D Object Detection Yingfei Liu Tiancai Wang Xinming Zhang Jian Sun 3DPC 71 528 0 10 Mar 2022
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation Fu Li Hao Yu I. Shugurov Benjamin Busam Shaowu Yang Slobodan Ilic 3DH 38 61 0 09 Mar 2022
Object-Based Visual Camera Pose Estimation From Ellipsoidal Model and 3D-Aware Ellipse Prediction Matthieu Zins Gilles Simon M. Berger 32 13 0 09 Mar 2022
Sim2Real Instance-Level Style Transfer for 6D Pose Estimation Takuya Ikeda Suomi Tanishige Ayako Amma Michael Sudano H. Audren Koichi Nishiwaki 3DPC 3DH 34 8 0 03 Mar 2022
Object Pose Estimation using Mid-level Visual Representations Negar Nejatishahidin Pooya Fayyazsanavi Jana Kosecka 35 12 0 02 Mar 2022
ParaPose: Parameter and Domain Randomization Optimization for Pose Estimation using Synthetic Data Frederik Hagelskjær A. Buch OOD 31 8 0 02 Mar 2022
iCaps: Iterative Category-level Object Pose and Shape Estimation Xinke Deng Junyi Geng Timothy Bretl Yu Xiang Dieter Fox 3DPC 28 42 0 31 Dec 2021
DemoGrasp: Few-Shot Learning for Robotic Grasping with Human Demonstration Pengyuan Wang Fabian Manhardt Luca Minciullo Lorenzo Garattoni Sven Meie Nassir Navab Benjamin Busam 37 34 0 06 Dec 2021
6D Pose Estimation with Combined Deep Learning and 3D Vision Techniques for a Fast and Accurate Object Grasping Tuan-Tang Le Trung-Son Le Yu-Ru Chen Joel Vidal Chyi-Yeu Lin 3DPC 21 22 0 11 Nov 2021
Occlusion-Robust Object Pose Estimation with Holistic Representation Bo Chen Tat-Jun Chin Marius Klimavicius 32 14 0 22 Oct 2021
6D-ViT: Category-Level 6D Object Pose Estimation via Transformer-based Instance Representation Learning Lu Zou Zhangjin Huang Naijie Gu Guoping Wang ViT 39 45 0 10 Oct 2021
Translating Images into Maps Avishkar Saha Oscar Alejandro Mendez Maldonado Chris Russell Richard Bowden ViT 21 145 0 03 Oct 2021
Lyapunov-stable neural-network control Hongkai Dai Benoit Landry Lujie Yang Marco Pavone Russ Tedrake 26 119 0 29 Sep 2021
Deep Learning-based Spacecraft Relative Navigation Methods: A Survey Jianing Song Duarte Rondao Nabil Aouf 10 76 0 19 Aug 2021
Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks Jiaze Wang Kai-xiang Chen Qi Dou 3DPC 91 102 0 19 Aug 2021
Is Pseudo-Lidar needed for Monocular 3D Object detection? Dennis Park Rares Andrei Ambrus Vitor Campagnolo Guizilini Jie Li Adrien Gaidon MDE 3DPC 32 312 0 13 Aug 2021
DexMV: Imitation Learning for Dexterous Manipulation from Human Videos Yuzhe Qin Yueh-hua Wu Shaowei Liu Hanwen Jiang Ruihan Yang Yang Fu Xiaolong Wang 134 190 0 12 Aug 2021
MmWave Radar and Vision Fusion for Object Detection in Autonomous Driving: A Review Zhiqing Wei Fengkai Zhang Shuo Chang Yangyang Liu Huici Wu Z. Feng 38 137 0 06 Aug 2021
Consensus-Informed Optimization Over Mixtures for Ambiguity-Aware Object SLAM Ziqi Lu Qiangqiang Huang Kevin Doherty J. Leonard 30 8 0 20 Jul 2021
Autonomy 2.0: Why is self-driving always 5 years away? Ashesh Jain Luca Del Pero Hugo Grimmett Peter Ondruska 21 44 0 16 Jul 2021
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time Shao-Wei Liu Hanwen Jiang Jiarui Xu Sifei Liu Xiaolong Wang 3DH 38 161 0 09 Jun 2021
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview Zhaoxin Fan Yazhi Zhu Yulin He Qi Sun Hongyan Liu Jun He 30 82 0 29 May 2021
Single-view robot pose and joint angle estimation via render & compare Yann Labbé Justin Carpentier Mathieu Aubry Josef Sivic 47 42 0 19 Apr 2021
MonoGRNet: A General Framework for Monocular 3D Object Detection Zengyi Qin Jinglu Wang Yan Lu 3DPC 42 36 0 18 Apr 2021
DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency Zongxin Yang Xin Yu Yi Yang 18 40 0 08 Apr 2021
Vote from the Center: 6 DoF Pose Estimation in RGB-D Images by Radial Keypoint Voting Yangzheng Wu Mohsen Zand Ali Etemad Michael A. Greenspan 3DPC 32 36 0 06 Apr 2021
Semi-supervised Viewpoint Estimation with Geometry-aware Conditional Generation Octave Mariotti Hakan Bilen GAN 29 8 0 02 Apr 2021
Wide-Depth-Range 6D Object Pose Estimation in Space Yinlin Hu Sébastien Speierer Wenzel Jakob Pascal Fua Mathieu Salzmann 3DV 43 72 0 01 Apr 2021
Deep Regression on Manifolds: A 3D Rotation Case Study Romain Brégier 3DH 27 50 0 30 Mar 2021
Probabilistic Multi-View Fusion of Active Stereo Depth Maps for Robotic Bin-Picking Jun Yang Dong Li Steven L. Waslander 21 23 0 19 Mar 2021
Machine Vision based Sample-Tube Localization for Mars Sample Return S. Daftry Barry Ridge William Seto Tu-Hoa Pham P. Ilhardt ... Mark Van der Merwe A. Brinkman John Mayo Eric Kulczyski Renaud Detry 22 7 0 17 Mar 2021
MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization Masakazu Yoshimura M. M. Marinho K. Harada M. Mitsuishi 33 5 0 15 Mar 2021
DualPoseNet: Category-level 6D Object Pose and Size Estimation Using Dual Pose Network with Refined Learning of Pose Consistency Jiehong Lin Zewei Wei Zhihao Li Songcen Xu Kui Jia Yuanqing Li 3DPC 35 129 0 11 Mar 2021
CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point Clouds Ge Gao M. Lauri Xiaolin Hu Jianwei Zhang Simone Frintrop 3DPC 3DH 28 38 0 02 Mar 2021
StablePose: Learning 6D Object Poses from Geometrically Stable Patches Yifei Shi J. Huang Xin Xu Yifan Zhang Kai Xu 37 39 0 18 Feb 2021
Real-Time, Flight-Ready, Non-Cooperative Spacecraft Pose Estimation Using Monocular Imagery K. Black S. Shankar Daniel Fonseka Jacob Deutsch Abhimanyu Dhir M. Akella 32 32 0 23 Jan 2021
FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-picking Yajun Xu S. Arai Diyi Liu Fang-Erh Lin K. Kosuge 3DPC 13 34 0 29 Dec 2020
Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation Haowen Deng Mai Bui Nassir Navab Leonidas J. Guibas Slobodan Ilic Tolga Birdal 3DH 33 58 0 20 Dec 2020
PyraPose: Feature Pyramids for Fast and Accurate Object Pose Estimation under Domain Shift S. Thalhammer M. Leitner T. Patten Markus Vincze OOD 27 22 0 30 Oct 2020
CAD2Real: Deep learning with domain randomization of CAD data for 3D pose estimation of electronic control unit housings Simon Baeuerle Jonas Barth Elton Renato Tavares de Menezes Andreas Steimer Ralf Mikut 3DPC 24 0 0 25 Sep 2020
BOP Challenge 2020 on 6D Object Localization Tomás Hodan M. Sundermeyer Bertram Drost Yann Labbé Eric Brachmann Frank Michel Carsten Rother Jirí Matas 3DPC 38 261 0 15 Sep 2020
Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D Jonah Philion Sanja Fidler 49 1,020 0 13 Aug 2020