Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in
Autonomous Driving Applications

Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications

29 November 2023

Xieyuanli Chen

Jingyi Xu

Papers citing "Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications"

12 / 12 papers shown

Title
Temporal Triplane Transformers as Occupancy World Models Haoran Xu Peixi Peng Guang Tan Yiqian Chang Yisen Zhao Yonghong Tian 41 0 0 10 Mar 2025
Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving Yu Yang Jianbiao Mei Yukai Ma Siliang Du Wenqing Chen Yijie Qian Yuxiang Feng Yong-jin Liu 92 11 0 20 Jan 2025
GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding Haoyi Jiang Liu Liu Tianheng Cheng Xinjie Wang Tianwei Lin Zhizhong Su Wei Liu Xinyu Wang 3DGS ViT 116 5 0 17 Dec 2024
PowerBEV: A Powerful Yet Lightweight Framework for Instance Prediction in Bird's-Eye View Peizheng Li Shuxiao Ding Xieyuanli Chen Niklas Hanselmann Marius Cordts Juergen Gall 45 21 0 19 Jun 2023
Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving Xiaoyu Tian Tao Jiang Longfei Yun Yucheng Mao Huitong Yang Yue Wang Yilun Wang Hang Zhao 3DPC 3DV 71 205 0 27 Apr 2023
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation Yunsong Zhou Quanpan Liu Hongzi Zhu Yunzhe Li Shan Chang Minyi Guo 3DPC MDE 53 13 0 23 Mar 2023
OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception Xiaofeng Wang Zhengbiao Zhu Wenbo Xu Yunpeng Zhang Yi Wei Xu Chi Yun Ye Dalong Du Jiwen Lu Xingang Wang 74 151 0 07 Mar 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 88 25 0 02 Mar 2023
Dynamics-Aware Spatiotemporal Occupancy Prediction in Urban Environments Maneekwan Toyungyernsub Esen Yel Jiachen Li Mykel J. Kochenderfer 63 18 0 27 Sep 2022
StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks Hongyu Li ZeLin Li Neset Unver Akmandor Huaizu Jiang Yanzhi Wang T. Padır 38 11 0 18 Sep 2022
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 142 254 0 21 Apr 2021
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 183 21,819 0 09 Dec 2016