BEVHeight++: Toward Robust Visual Centric 3D Object Detection

28 September 2023

Lei Yang

Dor Tsur

Ziv Goldfeld

Peng Chen

Kun Yuan

Li-e Wang

Yi Huang

Xinyu Zhang

Kaicheng Yu

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Papers citing "BEVHeight++: Toward Robust Visual Centric 3D Object Detection"

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Title
Collaborative Perception Datasets for Autonomous Driving: A Review N. Wang Deyong Shang Yan Gong X. S. Hu Ziying Song Lei Yang Yanwen Huang Xiaoyu Wang J. Lu 39 0 0 17 Apr 2025
HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer Zhang Zhang Chao Sun Chao Yue Da Wen Yujie Chen Tianze Wang Jianghao Leng ViT 41 0 0 13 Mar 2025
V2X-Radar: A Multi-modal Dataset with 4D Radar for Cooperative Perception Lei Yang Xuzhi Zhang Jun Li Chen Wang Zhiying Song ... Mo Zhou Yang Shen Kai Wu Chen Lv Chen Lv 60 4 0 17 Nov 2024
Kaninfradet3D:A Road-side Camera-LiDAR Fusion 3D Perception Model based on Nonlinear Feature Extraction and Intrinsic Correlation Pei Liu Nanfang Zheng Yiqun Li Junlan Chen Ziyuan Pu 20 1 0 21 Oct 2024
SparseDet: A Simple and Effective Framework for Fully Sparse LiDAR-based 3D Object Detection Lin Liu Ziying Song Qiming Xia Feiyang Jia Caiyan Jia Lei Yang Hongyu Pan 3DPC 55 6 0 16 Jun 2024
BEVSpread: Spread Voxel Pooling for Bird's-Eye-View Representation in Vision-based Roadside 3D Object Detection Wenjie Wang Yehao Lu Guangcong Zheng Shuigen Zhan Xiaoqing Ye Zichang Tan Jingdong Wang Gaoang Wang Xi Li 68 9 0 13 Jun 2024
RoadBEV: Road Surface Reconstruction in Bird's Eye View Tong Zhao Lei Yang Yichen Xie Mingyu Ding Masayoshi Tomizuka Y. Wei 40 11 0 09 Apr 2024
MOSE: Boosting Vision-based Roadside 3D Object Detection with Scene Cues Xiahan Chen Mingjian Chen Sanli Tang Yi Niu Jiang Zhu 31 2 0 08 Apr 2024
End-to-End Autonomous Driving through V2X Cooperation Haibao Yu Wen-Yen Yang Jiaru Zhong Zhenwei Yang Siqi Fan Ping Luo Zaiqing Nie 37 13 0 31 Mar 2024
GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection Ziying Song Lei Yang Shaoqing Xu Lin Liu Dongyang Xu Caiyan Jia Feiyang Jia Li-e Wang 3DPC 62 14 0 18 Mar 2024
RCooper: A Real-world Large-scale Dataset for Roadside Cooperative Perception Ruiyang Hao Siqi Fan Yingru Dai Zhenlin Zhang Chenxi Li Yuntian Wang Haibao Yu Wen-Yen Yang Jirui Yuan Zaiqing Nie 43 25 0 15 Mar 2024
SGV3D:Towards Scenario Generalization for Vision-based Roadside 3D Object Detection Lei Yang Xinyu Zhang Jun Li Li-e Wang Chuan-Fang Zhang Li Ju Zhiwei Li Yang Shen 30 2 0 29 Jan 2024
CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity Haowen Shi Chengshan Pang Jiaming Zhang Kailun Yang Yuhao Wu Huajian Ni Yining Lin Rainer Stiefelhagen Kaiwei Wang MDE 22 17 0 04 Oct 2023
MonoGAE: Roadside Monocular 3D Object Detection with Ground-Aware Embeddings Lei Yang Jiaxin Yu Xinyu Zhang Jun Li Li-e Wang Yi Huang Chuan-Fang Zhang Hong Wang Yiming Li 57 18 0 30 Sep 2023
InfraDet3D: Multi-Modal 3D Object Detection based on Roadside Infrastructure Camera and LiDAR Sensors Walter Zimmer Joseph Birkner Marcel Brucker H. Nguyen Stefan Petrovski Bo-Sian Wang Alois C. Knoll 46 31 0 29 Apr 2023
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection Lei Yang Kaicheng Yu Tao Tang Jun Li Kun Yuan Li-e Wang Xinyu Zhang Peng Chen 51 66 0 15 Mar 2023
Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection Jinhyung D. Park Chenfeng Xu Shijia Yang Kurt Keutzer Kris M. Kitani M. Tomizuka Wei Zhan 81 154 0 05 Oct 2022
CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection Ching-Yu Tseng Yi-Rong Chen Hsin-Ying Lee Tsung-Han Wu Wen-Chin Chen Winston H. Hsu ViT 48 11 0 27 Sep 2022
BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo Yinhao Li Han Bao Zheng Ge Jinrong Yang Jian‐Yuan Sun Zeming Li 70 110 0 21 Sep 2022
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 197 1,708 0 06 Jun 2018