Rethinking Dimensionality Reduction in Grid-based 3D Object Detection

Rethinking Dimensionality Reduction in Grid-based 3D Object Detection

20 September 2022

Chengjie Wang

Papers citing "Rethinking Dimensionality Reduction in Grid-based 3D Object Detection"

8 / 8 papers shown

Title
Lift-Attend-Splat: Bird's-eye-view camera-lidar fusion using transformers James Gunn Zygmunt Lenyk Anuj Sharma Andrea Donati Alexandru Buburuzan John Redford Romain Mueller MDE 38 8 0 22 Dec 2023
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception Zixiang Zhou Dongqiangzi Ye Weijia Chen Yufei Xie Yu Wang Panqu Wang H. Foroosh 33 10 0 21 Mar 2023
PillarNet: Real-Time and High-Performance Pillar-based 3D Object Detection Guang-Hui Shi Ruifeng Li Chaoxiang Ma 3DPC 74 134 0 16 May 2022
Multimodal Virtual Point 3D Detection Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 160 245 0 12 Nov 2021
Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection Jiajun Deng Shaoshuai Shi Pei-Cian Li Wen-gang Zhou Yanyong Zhang Houqiang Li 3DPC 231 842 0 31 Dec 2020
Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots Qi Chen Lin Sun Zhixin Wang Kui Jia Alan Yuille 3DPC 170 169 0 30 Dec 2019
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection Benjin Zhu Zhengkai Jiang Xiangxin Zhou Zeming Li Gang Yu 3DPC 160 484 0 26 Aug 2019
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016