3D Bounding Box Estimation Using Deep Learning and Geometry

1 December 2016

Papers citing "3D Bounding Box Estimation Using Deep Learning and Geometry"

50 / 457 papers shown

Title
Shape-Aware Monocular 3D Object Detection Wei Chen Jie Zhao Wanqing Zhao Song Wu 3DPC 33 12 0 19 Apr 2022
Semantic keypoint-based pose estimation from single RGB frames Karl Schmeckpeper Philip R. Osteen Yufu Wang Georgios Pavlakos Kenneth Chaney Wyatt Jordan Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 39 6 0 12 Apr 2022
HFT: Lifting Perspective Representations via Hybrid Feature Transformation Jiayu Zou Jun Xiao Zheng Hua Zhu Junjie Huang Guan Huang Dalong Du Xingang Wang 44 18 0 11 Apr 2022
"The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping Avishkar Saha Oscar Alejandro Mendez Maldonado Chris Russell Richard Bowden 19 6 0 06 Apr 2022
Homography Loss for Monocular 3D Object Detection Jiaqi Gu Bojian Wu Lubin Fan Jianqiang Huang Shen Cao Z. Xiang Xiansheng Hua 3DPC 3DH 29 36 0 02 Apr 2022
CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection Yanan Zhang Jiaxin Chen Di Huang ViT 3DPC 44 59 0 01 Apr 2022
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers Zhiqi Li Wenhai Wang Hongyang Li Enze Xie Chonghao Sima Tong Lu Qiao Yu Jifeng Dai 75 1,254 0 31 Mar 2022
CenterLoc3D: Monocular 3D Vehicle Localization Network for Roadside Surveillance Cameras Xinyao Tang Wen Wang Huansheng Song Chunhui Zhao 3DPC 36 12 0 28 Mar 2022
Rope3D: TheRoadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task Xiaoqing Ye Mao Shu Hanyu Li Yifeng Shi Yingying Li Guan-Sheng Wang Xiao Tan Errui Ding 24 102 0 25 Mar 2022
RayTran: 3D pose estimation and shape reconstruction of multiple objects from videos with ray-traced transformers M. Tyszkiewicz Kevis-Kokitsi Maninis S. Popov V. Ferrari ViT 29 17 0 24 Mar 2022
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation Hansheng Chen Pichao Wang Fan Wang Wei Tian Lu Xiong Hao Li 99 146 0 24 Mar 2022
MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection Renrui Zhang Han Qiu Tai Wang Ziyu Guo Xuan Xu Xuanzhuo Xu Ziteng Cui Peng Gao Hongsheng Li Hongsheng Li ViT MDE 59 82 0 24 Mar 2022
MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer Kuan-Chih Huang Tsung-Han Wu Hung-Ting Su Winston H. Hsu ViT MDE 15 159 0 21 Mar 2022
MonoJSG: Joint Semantic and Geometric Cost Volume for Monocular 3D Object Detection Qing Lian Peiliang Li Xiaozhi Chen MDE 29 50 0 16 Mar 2022
WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection Liang Peng Senbo Yan Boxi Wu Zheng Yang Xiaofei He Deng Cai WSOD 45 20 0 16 Mar 2022
PETR: Position Embedding Transformation for Multi-View 3D Object Detection Yingfei Liu Tiancai Wang Xinming Zhang Jian Sun 3DPC 47 528 0 10 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
Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection Issa Mouawad Nikolas Brasch Fabian Manhardt F. Tombari Francesca Odone 3DPC 33 7 0 04 Mar 2022
Object Pose Estimation using Mid-level Visual Representations Negar Nejatishahidin Pooya Fayyazsanavi Jana Kosecka 35 12 0 02 Mar 2022
3D Object Detection from Images for Autonomous Driving: A Survey Xinzhu Ma Wanli Ouyang Andrea Simonelli Elisa Ricci 3DPC 70 96 0 07 Feb 2022
MonoDistill: Learning Spatial Features for Monocular 3D Object Detection Zhiyu Chong Xinzhu Ma Hong Zhang Yuxin Yue Haojie Li Zhihui Wang Wanli Ouyang 3DPC 106 98 0 26 Jan 2022
Survey and Systematization of 3D Object Detection Models and Methods Moritz Drobnitzky J. Friederich Bernhard Egger Patrick Zschech 3DPC 29 11 0 23 Jan 2022
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinghong Jiang Feng Zhao Bolei Zhou Hang Zhao 3DPC 35 118 0 17 Jan 2022
MDS-Net: A Multi-scale Depth Stratification Based Monocular 3D Object Detection Algorithm Zhouzhen Xie Yuying Song Jingxuan Wu Zecheng Li Chunyi Song Zhiwei Xu 3DPC 35 2 0 12 Jan 2022
Invariance encoding in sliced-Wasserstein space for image classification with limited training data M. Shifat-E.-Rabbi Yan Zhuang Shiying Li A. Rubaiyat Xuwang Yin Gustavo K. Rohde 28 9 0 09 Jan 2022
iCaps: Iterative Category-level Object Pose and Shape Estimation Xinke Deng Junyi Geng Timothy Bretl Yu Xiang Dieter Fox 3DPC 25 42 0 31 Dec 2021
The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection Zhikang Zou Xiaoqing Ye Liang Du Xianhui Cheng Xiao Tan Li Zhang Jianfeng Feng Xiangyang Xue Errui Ding 3DPC 24 56 0 28 Dec 2021
EPNet++: Cascade Bi-directional Fusion for Multi-Modal 3D Object Detection Zhe Liu Tengteng Huang Binglin Li Xiwu Chen Xi Wang Xiang Bai 3DPC 23 100 0 21 Dec 2021
Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection Xianpeng Liu Nan Xue Tianfu Wu 54 124 0 09 Dec 2021
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction Nilesh Kulkarni Justin Johnson David Fouhey 3DV 30 7 0 08 Dec 2021
SoK: Vehicle Orientation Representations for Deep Rotation Estimation Huahong Tu Siyuan Peng Vladimir Leung Richard Gao 3DPC 43 1 0 08 Dec 2021
Voxelized 3D Feature Aggregation for Multiview Detection Jiahao Ma Jinguang Tong Shan Wang Wei Zhao Zicheng Duan Chuong H. Nguyen 40 5 0 07 Dec 2021
SGM3D: Stereo Guided Monocular 3D Object Detection Zheyuan Zhou Liang Du Xiaoqing Ye Zhikang Zou Xiao Tan Li Zhang Xiangyang Xue Jianfeng Feng MDE 32 33 0 03 Dec 2021
ePose: Let's Make EfficientPose More Generally Applicable Austin Lally R. Bain Mazen Alotaibi 16 0 0 30 Nov 2021
Joint stereo 3D object detection and implicit surface reconstruction Shichao Li Xijie Huang Zechun Liu Kwang-Ting Cheng 3DV 26 3 0 25 Nov 2021
SM3D: Simultaneous Monocular Mapping and 3D Detection Runfa Li Truong Thao Nguyen 3DPC 14 2 0 24 Nov 2021
Probabilistic Regression with Huber Distributions David Mohlin G. Bianchi Josephine Sullivan 34 2 0 19 Nov 2021
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose Angtian Wang Shenxiao Mei Alan Yuille Adam Kortylewski 3DV 31 21 0 27 Oct 2021
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation Kuan-Chih Huang Yu-Kai Huang Winston H. Hsu 16 4 0 22 Oct 2021
Weakly Supervised Training of Monocular 3D Object Detectors Using Wide Baseline Multi-view Traffic Camera Data Matthew Howe Ian Reid Jamie Mackenzie 18 16 0 21 Oct 2021
DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries Yue Wang Vitor Campagnolo Guizilini Tianyuan Zhang Yilun Wang Hang Zhao Justin Solomon 3DPC ViT 36 700 0 13 Oct 2021
UrbanNet: Leveraging Urban Maps for Long Range 3D Object Detection Juan Carrillo Steven Waslander 3DPC 23 11 0 11 Oct 2021
BPFNet: A Unified Framework for Bimodal Palmprint Alignment and Fusion Zhaoqun Li Xu Liang Dandan Fan Jinxing Li David Zhang 22 6 0 04 Oct 2021
Translating Images into Maps Avishkar Saha Oscar Alejandro Mendez Maldonado Chris Russell Richard Bowden ViT 21 145 0 03 Oct 2021
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation Jonas Heylen Mark De Wolf Bruno Dawagne Marc Proesmans Luc Van Gool Wim Abbeloos Hazem Abdelkawy Daniel Olmeda Reino 92 23 0 01 Oct 2021
MVM3Det: A Novel Method for Multi-view Monocular 3D Detection Haoran Li Zicheng Duan Mingjun Ma Yaran Chen Jiaqi Li Dong Zhao 3DPC 48 6 0 22 Sep 2021
Lifting 2D Object Locations to 3D by Discounting LiDAR Outliers across Objects and Views Robert McCraith Eldar Insafutdinov Lukás Neumann Andrea Vedaldi 3DPC 19 10 0 16 Sep 2021
AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection Zongdai Liu Dingfu Zhou Feixiang Lu Jin Fang Liangjun Zhang 3DPC 3DH 33 132 0 25 Aug 2021
ODAM: Object Detection, Association, and Mapping using Posed RGB Video Kejie Li Daniel DeTone Steven Chen Minh Vo Ian Reid Hamid Rezatofighi Chris Sweeney Julian Straub Richard Newcombe 32 26 0 23 Aug 2021
SIDE: Center-based Stereo 3D Detector with Structure-aware Instance Depth Estimation Xidong Peng Xinge Zhu Tai Wang Yuexin Ma 3DPC 26 24 0 22 Aug 2021