A survey on deep learning approaches for data integration in autonomous
driving system

A survey on deep learning approaches for data integration in autonomous driving system

17 June 2023

Papers citing "A survey on deep learning approaches for data integration in autonomous driving system"

12 / 12 papers shown

Title
MVFusion: Multi-View 3D Object Detection with Semantic-aligned Radar and Camera Fusion Zizhang Wu Gui Chen Yuanzhu Gan Lei Wang Jian Pu 34 30 0 21 Feb 2023
Multi-view and Multi-modal Event Detection Utilizing Transformer-based Multi-sensor fusion Masahiro Yasuda Yasunori Ohishi Shoichiro Saito N. Harada 24 13 0 18 Feb 2022
VPFNet: Improving 3D Object Detection with Virtual Point based LiDAR and Stereo Data Fusion Hanqi Zhu Jiajun Deng Yu Zhang J. Ji Qiuyu Mao Houqiang Li Yanyong Zhang 3DPC 35 131 0 29 Nov 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 28 137 0 06 Aug 2021
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras Anthony Hu Zak Murez Nikhil C. Mohan Sofía Dudas Jeffrey Hawke Vijay Badrinarayanan R. Cipolla Alex Kendall 131 254 0 21 Apr 2021
PENet: Towards Precise and Efficient Image Guided Depth Completion Mu Hu Shuling Wang Bin Li Shiyu Ning Li Fan Xiaojin Gong MDE 98 270 0 01 Mar 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 278 1,939 0 09 Feb 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 208 732 0 07 Jan 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi-Xin Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 241 555 0 31 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 180 775 0 20 Dec 2020
Probabilistic End-to-End Vehicle Navigation in Complex Dynamic Environments with Multimodal Sensor Fusion Peide Cai Sukai Wang Yuxiang Sun Ming-Yu Liu 36 70 0 05 May 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016