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"

39 / 89 papers shown

Title
ESGN: Efficient Stereo Geometry Network for Fast 3D Object Detection Aqi Gao Yanwei Pang Jing Nie Jiale Cao Yishun Guo 3DPC 17 15 0 28 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
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 29 52 0 20 Nov 2021
Frustum Fusion: Pseudo-LiDAR and LiDAR Fusion for 3D Detection Farzin Negahbani Onur Berk Töre Fatma Guney Barış Akgün 3DPC 28 4 0 08 Nov 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 90 23 0 01 Oct 2021
AutoLay: Benchmarking amodal layout estimation for autonomous driving Kaustubh Mani N. S. Shankar Krishna Murthy Jatavallabhula K. M. Krishna 26 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 34 106 0 18 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 32 311 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 24 81 0 12 Aug 2021
Multi-Modal 3D Object Detection in Autonomous Driving: a Survey Yingjie Wang Qi Mao Hanqi Zhu Jiajun Deng Yu Zhang Jianmin Ji Houqiang Li Yanyong Zhang 3DPC 48 139 0 24 Jun 2021
3D Object Detection for Autonomous Driving: A Survey Rui Qian Xin Lai Xirong Li 3DPC 35 318 0 21 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 28 82 0 29 May 2021
Lite-FPN for Keypoint-based Monocular 3D Object Detection Lei Yang Xuzhi Zhang Li-e Wang Minghan Zhu Jun Li 3DPC 35 16 0 01 May 2021
FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection Tai Wang Xinge Zhu Jiangmiao Pang Dahua Lin 3DPC 38 589 0 22 Apr 2021
Multi-Modal Fusion Transformer for End-to-End Autonomous Driving Aditya Prakash Kashyap Chitta Andreas Geiger ViT 51 510 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
Volumetric Propagation Network: Stereo-LiDAR Fusion for Long-Range Depth Estimation Jaesung Choe Kyungdon Joo Tooba Imtiaz In So Kweon 3DPC MDE 28 33 0 24 Mar 2021
YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection Yuxuan Liu Lujia Wang Ming-Yu Liu 3DPC 30 70 0 17 Mar 2021
Beyond Image to Depth: Improving Depth Prediction using Echoes Kranti K. Parida Siddharth Srivastava Gaurav Sharma MDE 45 37 0 15 Mar 2021
Sparse LiDAR and Stereo Fusion (SLS-Fusion) for Depth Estimationand 3D Object Detection Nguyen Anh Minh Mai Pierre Duthon L. Khoudour Alain Crouzil S. Velastín 3DPC 16 19 0 05 Mar 2021
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues Frank D. Julca-Aguilar Jason Taylor Mario Bijelic Fahim Mannan Ethan Tseng Felix Heide 3DPC 55 16 0 06 Feb 2021
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection Shaoshuai Shi Li Jiang Jiajun Deng Zhe Wang Chaoxu Guo Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 139 407 0 31 Jan 2021
ISETAuto: Detecting vehicles with depth and radiance information Zhenyi Liu J. Farrell B. Wandell 19 12 0 06 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 24 115 0 02 Jan 2021
RTS3D: Real-time Stereo 3D Detection from 4D Feature-Consistency Embedding Space for Autonomous Driving Peixuan Li S. Su Huaici Zhao 3DPC 36 33 0 30 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 208 840 0 20 Dec 2020
HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation Xiaoyang Lyu L. Liu Mengmeng Wang Xin Kong Lina Liu Yong Liu Xinxin Chen Yi Yuan MDE 25 250 0 14 Dec 2020
Stereo Frustums: A Siamese Pipeline for 3D Object Detection Xi Mo Usman Sajid Guanghui Wang 3DPC 37 9 0 27 Oct 2020
Monocular Differentiable Rendering for Self-Supervised 3D Object Detection D. Beker Hiroharu Kato Mihai Morariu Takahiro Ando Toru Matsuoka Wadim Kehl Adrien Gaidon 3DPC MDE 31 39 0 30 Sep 2020
CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection Su Pang Daniel Morris H. Radha 3DPC 11 351 0 02 Sep 2020
Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D Jonah Philion Sanja Fidler 49 1,013 0 13 Aug 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 49 83 0 10 Jun 2020
Disp R-CNN: Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation Jiaming Sun Linghao Chen Yiming Xie Siyu Zhang Qinhong Jiang Xiaowei Zhou Hujun Bao 3DPC 30 104 0 07 Apr 2020
ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection Zhenbo Xu Wei Zhang Xiaoqing Ye Xiao Tan Wei Yang Shilei Wen Errui Ding Ajin Meng Liusheng Huang 3DPC 37 69 0 01 Mar 2020
DSGN: Deep Stereo Geometry Network for 3D Object Detection Yilun Chen Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 26 197 0 10 Jan 2020
EventGAN: Leveraging Large Scale Image Datasets for Event Cameras A. Z. Zhu ZiYun Wang Kaung Khant Kostas Daniilidis GAN 36 44 0 03 Dec 2019
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges Di Feng Christian Haase-Schuetz Lars Rosenbaum Heinz Hertlein Claudius Gläser Fabian Duffhauss W. Wiesbeck Klaus C. J. Dietmayer 3DPC 41 987 0 21 Feb 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 200 1,708 0 06 Jun 2018
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks Martin Engelcke Dushyant Rao Dominic Zeng Wang Chi Hay Tong Ingmar Posner 3DPC 192 522 0 21 Sep 2016