Multi-Task Multi-Sensor Fusion for 3D Object Detection

22 December 2020

Papers citing "Multi-Task Multi-Sensor Fusion for 3D Object Detection"

50 / 291 papers shown

Title
End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agent Oskar Natan J. Miura 28 34 0 12 Apr 2022
RBGNet: Ray-based Grouping for 3D Object Detection Haiyang Wang Shaoshuai Shi Ze Yang Rongyao Fang Qishu Qian Hongsheng Li Bernt Schiele Liwei Wang 3DPC 35 59 0 05 Apr 2022
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes Peishan Cong Xinge Zhu Feng Qiao Yiming Ren Xidong Peng Yuenan Hou Lan Xu Ruigang Yang Tianyi Zhou Yuexin Ma 3DV 23 41 0 03 Apr 2022
CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection Yanan Zhang Jiaxin Chen Di Huang ViT 3DPC 37 59 0 01 Apr 2022
AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception Shaoyu Chen Xinggang Wang Tianheng Cheng Wenqiang Zhang Qian Zhang Chang Huang Wenyu Liu 3DPC 29 7 0 24 Mar 2022
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers Xuyang Bai Zeyu Hu Xinge Zhu Qingqiu Huang Yilun Chen Hongbo Fu Chiew-Lan Tai ViT 3DPC 39 586 0 22 Mar 2022
PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark Li Chen Chonghao Sima Yang Li Zehan Zheng Jiajie Xu ... Hongyang Li Conghui He Jianping Shi Yu Qiao Junchi Yan 3DPC ViT 33 180 0 21 Mar 2022
Stereo Neural Vernier Caliper Shichao Li Zechun Liu Zhiqiang Shen Kwang-Ting Cheng 3DPC 3DV 27 5 0 21 Mar 2022
Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds Chenhang He Ruihuang Li Shuai Li Lei Zhang ViT 3DPC 27 163 0 19 Mar 2022
Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion Xiaopei Wu Liang Peng Honghui Yang Liang Xie Chenxi Huang Chen Deng Haifeng Liu Deng Cai 26 178 0 18 Mar 2022
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene Understanding Hanrong Ye Dan Xu ViT 21 84 0 15 Mar 2022
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions George Eskandar Robert A. Marsden Pavithran Pandiyan Mario Döbler Karim Guirguis B. Yang 28 7 0 07 Mar 2022
Dense Voxel Fusion for 3D Object Detection Anas Mahmoud Jordan S. K. Hu Steven L. Waslander 3DPC 29 45 0 02 Mar 2022
3D Object Detection from Images for Autonomous Driving: A Survey Xinzhu Ma Wanli Ouyang Andrea Simonelli Elisa Ricci 3DPC 68 95 0 07 Feb 2022
Multi-modal Sensor Fusion for Auto Driving Perception: A Survey Keli Huang Botian Shi Xiang Li Xin Li Siyuan Huang Yikang Li 29 135 0 06 Feb 2022
Comparative study of 3D object detection frameworks based on LiDAR data and sensor fusion techniques Sreenivasa Hikkal Venugopala 3DPC 14 4 0 05 Feb 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
Accurate and Real-time 3D Pedestrian Detection Using an Efficient Attentive Pillar Network Duy-Tho Le Hengcan Shi H. Rezatofighi Jianfei Cai 3DH 3DPC 13 19 0 31 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 18 100 0 21 Dec 2021
Revisiting 3D Object Detection From an Egocentric Perspective Boyang Deng C. Qi Mahyar Najibi Thomas Funkhouser Yin Zhou Drago Anguelov 3DPC 33 25 0 14 Dec 2021
Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds Junho Koh Jaekyum Kim J. Yoo Yecheol Kim Dongsuk Kum Junghwan Choi 3DPC 19 14 0 14 Dec 2021
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang Bolei Zhou Hang Zhao 3DPC SSL 20 64 0 09 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
Fusion Detection via Distance-Decay IoU and weighted Dempster-Shafer Evidence Theory Q. Fang Zhaokui Wang 14 0 0 06 Dec 2021
Behind the Curtain: Learning Occluded Shapes for 3D Object Detection Qiangeng Xu Yiqi Zhong Ulrich Neumann 3DPC 30 142 0 04 Dec 2021
CT-block: a novel local and global features extractor for point cloud Shangwei Guo Jun Li Zhengchao Lai Xiantong Meng Shaokun Han ViT 3DPC 27 2 0 30 Nov 2021
VPFNet: Improving 3D Object Detection with Virtual Point based LiDAR and Stereo Data Fusion Hanqi Zhu Jiajun Deng Yu Zhang Jianmin Ji Qiuyu Mao Houqiang Li Yanyong Zhang 3DPC 43 135 0 29 Nov 2021
Multimodal Virtual Point 3D Detection Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 160 245 0 12 Nov 2021
VPFNet: Voxel-Pixel Fusion Network for Multi-class 3D Object Detection Chia-Hung Wang Hsueh-Wei Chen L. Fu 3DPC ObjD 18 19 0 01 Nov 2021
FAST3D: Flow-Aware Self-Training for 3D Object Detectors Christian Fruhwirth-Reisinger M. Opitz Horst Possegger Horst Bischof 3DPC 33 11 0 18 Oct 2021
Object DGCNN: 3D Object Detection using Dynamic Graphs Yue Wang Justin Solomon 3DPC 157 104 0 13 Oct 2021
3D Object Detection Combining Semantic and Geometric Features from Point Clouds Hao Peng Guofeng Tong Zheng Li Yaqi Wang Yu-Ruei Shao 3DPC 40 4 0 10 Oct 2021
Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection Deepti Hegde Vishwanath A. Sindagi Velat Kilic A. Cooper Mark A. Foster Vishal M. Patel 3DPC 129 23 0 29 Sep 2021
OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication Runsheng Xu Hao Xiang Xin Xia Xu Han Jinlong Liu Jiaqi Ma 15 354 0 16 Sep 2021
Active Perception with Neural Networks Elijah S. Lee AI4CE 26 1 0 06 Sep 2021
Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection Jiageng Mao Minzhe Niu Haoyue Bai Xiaodan Liang Hang Xu Chunjing Xu 3DPC 25 149 0 06 Sep 2021
Voxel Transformer for 3D Object Detection Jiageng Mao Yujing Xue Minzhe Niu Haoyue Bai Jiashi Feng Xiaodan Liang Hang Xu Chunjing Xu 3DPC ViT 38 404 0 06 Sep 2021
4D-Net for Learned Multi-Modal Alignment A. Piergiovanni Vincent Casser Michael S. Ryoo A. Angelova 3DPC 99 55 0 02 Sep 2021
MBDF-Net: Multi-Branch Deep Fusion Network for 3D Object Detection Xun Tan Xingyu Chen Guowei Zhang Jishiyu Ding Xuguang Lan 3DPC 30 11 0 29 Aug 2021
Improving 3D Object Detection with Channel-wise Transformer Hualian Sheng Sijia Cai Yuan Liu Bing Deng Jianqiang Huang Xiansheng Hua Mingbi Zhao ViT 3DPC 30 233 0 23 Aug 2021
End-to-End Urban Driving by Imitating a Reinforcement Learning Coach Zhejun Zhang Alexander Liniger Dengxin Dai F. I. F. Richard Yu Luc Van Gool 21 194 0 18 Aug 2021
SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation Qiangeng Xu Yin Zhou Weiyue Wang C. Qi Drago Anguelov 3DPC 22 148 0 15 Aug 2021
Silhouette based View embeddings for Gait Recognition under Multiple Views Tianrui Chai Xinyu Mei Annan Li Yunhong Wang CVBM 22 25 0 12 Aug 2021
From Voxel to Point: IoU-guided 3D Object Detection for Point Cloud with Voxel-to-Point Decoder Jiale Li Hang Dai Ling Shao Yong Ding 3DPC 14 55 0 08 Aug 2021
Anchor-free 3D Single Stage Detector with Mask-Guided Attention for Point Cloud Jiale Li Hang Dai Ling Shao Yong Ding SLR 19 30 0 08 Aug 2021
From Multi-View to Hollow-3D: Hallucinated Hollow-3D R-CNN for 3D Object Detection Jiajun Deng Wen-gang Zhou Yanyong Zhang Houqiang Li 3DPC 24 75 0 30 Jul 2021
Aug3D-RPN: Improving Monocular 3D Object Detection by Synthetic Images with Virtual Depth Chenhang He Jianqiang Huang Xiansheng Hua Lei Zhang MDE 23 4 0 28 Jul 2021
DV-Det: Efficient 3D Point Cloud Object Detection with Dynamic Voxelization Zhaoyu Su P. S. Tan Yu-Hsing Wang 3DPC 18 2 0 27 Jul 2021
Dynamic and Static Object Detection Considering Fusion Regions and Point-wise Features Andrés Gómez Thomas Genevois Jérôme Lussereau Christian Laugier 13 2 0 27 Jul 2021
AA3DNet: Attention Augmented Real Time 3D Object Detection Abhinav Sagar 3DPC 21 3 0 26 Jul 2021