Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving

14 June 2019

Wei-Lun Chao

Papers citing "Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving"

50 / 73 papers shown

Title
LiDAR-Guided Monocular 3D Object Detection for Long-Range Railway Monitoring Raul David Dominguez Sanchez Xavier Jair Diaz Ortiz Xingcheng Zhou M. Ronecker Michael Karner Daniel Watzenig Alois C. Knoll 100 0 0 25 Apr 2025
Decoupling Fine Detail and Global Geometry for Compressed Depth Map Super-Resolution Huan Zheng Wencheng Han Jianbing Shen 65 1 0 05 Nov 2024
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Zhuoxiao Chen Junjie Meng Mahsa Baktashmotlagh Yonggang Zhang Zi Huang Yadan Luo 72 1 0 21 Jun 2024
Better Monocular 3D Detectors with LiDAR from the Past Yurong You Cheng Perng Phoo Carlos Diaz-Ruiz Katie Z Luo Wei-Lun Chao Mark E. Campbell B. Hariharan Kilian Q. Weinberger 3DPC 31 1 0 08 Apr 2024
GAN-Based LiDAR Intensity Simulation Richard Marcus Felix Gabel Niklas Knoop Marc Stamminger 3DPC 13 1 0 26 Nov 2023
Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection Xinzhu Ma Yongtao Wang Yinmin Zhang Zhiyi Xia Yuan Meng Zhihui Wang Haojie Li Wanli Ouyang 3DPC 20 1 0 09 Oct 2023
Robust 6DoF Pose Estimation Against Depth Noise and a Comprehensive Evaluation on a Mobile Dataset Zixun Huang Keling Yao Seth Z. Zhao Chuanyu Pan Chenfeng Xu Kathy Zhuang Tianjian Xu Weiyu Feng Allen Y. Yang 21 0 0 24 Sep 2023
HeightFormer: Explicit Height Modeling without Extra Data for Camera-only 3D Object Detection in Bird's Eye View Yiming Wu Rui Li Zequn Qin Xinhai Zhao Xi Li 39 11 0 25 Jul 2023
SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection Yuguang Shi DiffM 29 0 0 05 Jul 2023
View-to-Label: Multi-View Consistency for Self-Supervised 3D Object Detection Issa Mouawad Nikolas Brasch Fabian Manhardt F. Tombari Francesca Odone 3DPC 24 0 0 29 May 2023
NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization Zhixiang Min Bingbing Zhuang S. Schulter Buyu Liu Enrique Dunn Manmohan Chandraker 3DPC 42 19 0 28 May 2023
ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Xing-Hui Wang Xiaoqing Ye Wei Zhang Jincheng Lu Xiao Tan Errui Ding Pei Sun Jingdong Wang VOT 29 20 0 27 Mar 2023
Bridging Stereo Geometry and BEV Representation with Reliable Mutual Interaction for Semantic Scene Completion Bohan Li Yasheng Sun Zhujin Liang Dalong Du Zhengbiao Zhu Xiaoefeng Wang Yunpeng Zhang Han Xiao Wenjun Zeng 3DV 28 10 0 24 Mar 2023
F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated Driving Ekta U. Samani Feng Tao Dasari Harshavardhan Reddy Sihao Ding A. Banerjee MDE 26 6 0 07 Mar 2023
On the Metrics for Evaluating Monocular Depth Estimation A. Gurram Antonio M. López 38 3 0 20 Feb 2023
Uncertainty-Aware AB3DMOT by Variational 3D Object Detection Illia Oleksiienko Alexandros Iosifidis 3DPC 25 1 0 12 Feb 2023
Virtually increasing the measurement frequency of LIDAR sensor utilizing a single RGB camera Zoltán Rózsa T. Szirányi 20 0 0 10 Feb 2023
Predictive World Models from Real-World Partial Observations Robin Karlsson Alexander Carballo Keisuke Fujii Kento Ohtani K. Takeda 17 5 0 12 Jan 2023
OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection Chenxi Huang Tong He Haidong Ren Wenxiao Wang Binbin Lin Deng Cai 30 10 0 20 Dec 2022
NeRF-RPN: A general framework for object detection in NeRFs Benran Hu Junkai Huang Yichen Liu Yu-Wing Tai Chi-Keung Tang ObjD 30 59 0 21 Nov 2022
Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection Yu Hong Hang Dai Yong Ding 3DPC 25 70 0 14 Nov 2022
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection Xin Li Botian Shi Yuenan Hou Xingjiao Wu Tianlong Ma Yikang Li Liangbo He 3DPC 10 49 0 18 Oct 2022
Vision-Centric BEV Perception: A Survey Yuexin Ma Tai Wang Xuyang Bai Huitong Yang Yuenan Hou Yaming Wang Yu Qiao Ruigang Yang Dinesh Manocha Xinge Zhu 41 129 0 04 Aug 2022
LET-3D-AP: Longitudinal Error Tolerant 3D Average Precision for Camera-Only 3D Detection Wei-Chih Hung Vincent Casser Henrik Kretzschmar Jyh-Jing Hwang Drago Anguelov 13 26 0 15 Jun 2022
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving Kashyap Chitta Aditya Prakash Bernhard Jaeger Zehao Yu Katrin Renz Andreas Geiger ViT 94 295 0 31 May 2022
Voxel Field Fusion for 3D Object Detection Yanwei Li Xiaojuan Qi Yukang Chen Liwei Wang Zeming Li Jian-jun Sun Jiaya Jia 106 79 0 31 May 2022
MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries Tianyuan Zhang Xuanyao Chen Yue Wang Yilun Wang Hang Zhao 18 80 0 02 May 2022
Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinhong Jiang Feng Zhao 21 45 0 25 Apr 2022
DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors Yilun Chen Shijia Huang Shu-Lin Liu Bei Yu Jiaya Jia 3DPC 25 26 0 06 Apr 2022
CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection Yanan Zhang Jiaxin Chen Di Huang ViT 3DPC 29 59 0 01 Apr 2022
LiDAR Snowfall Simulation for Robust 3D Object Detection Martin Hahner Christos Sakaridis Mario Bijelic Felix Heide F. I. F. Richard Yu Dengxin Dai Luc Van Gool 3DPC 17 110 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 17 102 0 25 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 48 82 0 24 Mar 2022
Stereo Neural Vernier Caliper Shichao Li Zechun Liu Zhiqiang Shen Kwang-Ting Cheng 3DPC 3DV 25 5 0 21 Mar 2022
MonoJSG: Joint Semantic and Geometric Cost Volume for Monocular 3D Object Detection Qing Lian Peiliang Li Xiaozhi Chen MDE 15 50 0 16 Mar 2022
Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving Yi-Nan Chen Hang Dai Yong Ding 3DPC 11 62 0 04 Mar 2022
Quantity over Quality: Training an AV Motion Planner with Large Scale Commodity Vision Data Lukas Platinsky Tayyab Naseer Hui Chen Benjamin A. Haines Haoyue Zhu Hugo Grimmett Luca Del Pero 20 1 0 03 Mar 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 90 98 0 26 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 30 118 0 17 Jan 2022
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 11 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 14 100 0 21 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 19 33 0 03 Dec 2021
Scalable Primitives for Generalized Sensor Fusion in Autonomous Vehicles Sammy Sidhu Linda Wang Tayyab Naseer A. Malhotra Jay Chia Aayush Ahuja Ella Rasmussen Qiangui Huang Ray Gao 10 1 0 01 Dec 2021
Joint stereo 3D object detection and implicit surface reconstruction Shichao Li Xijie Huang Zechun Liu Kwang-Ting Cheng 3DV 19 3 0 25 Nov 2021
CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation Haisong Liu Tao Lu Yihui Xu Jia-Wei Liu Wenjie Li Lijun Chen 3DPC 21 52 0 20 Nov 2021
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation Jonas Heylen Mark De Wolf Bruno Dawagne M. Proesmans Luc Van Gool Wim Abbeloos Hazem Abdelkawy Daniel Olmeda Reino 80 23 0 01 Oct 2021
AutoLay: Benchmarking amodal layout estimation for autonomous driving Kaustubh Mani N. S. Shankar Krishna Murthy Jatavallabhula K. M. Krishna 18 2 0 20 Aug 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 23 106 0 18 Aug 2021
Is Pseudo-Lidar needed for Monocular 3D Object detection? Dennis Park Rares Ambrus Vitor Campagnolo Guizilini Jie Li Adrien Gaidon MDE 3DPC 30 311 0 13 Aug 2021
Progressive Coordinate Transforms for Monocular 3D Object Detection Li Wang Li Zhang Yi Zhu Zhi-Li Zhang T. He Mu Li Xiangyang Xue 3DPC 22 81 0 12 Aug 2021