BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs

8 March 2022

Papers citing "BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs"

50 / 103 papers shown

Title
Zero-BEV: Zero-shot Projection of Any First-Person Modality to BEV Maps G. Monaci L. Antsfeld Boris Chidlovskii Christian Wolf 30 0 0 21 Feb 2024
CurveFormer++: 3D Lane Detection by Curve Propagation with Temporal Curve Queries and Attention Yifeng Bai Zhirong Chen Pengpeng Liang Erkang Cheng Erkang Cheng ViT 20 8 0 09 Feb 2024
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian Decomposition Xu Hu Yuxi Wang Lue Fan Junsong Fan Junran Peng Zhen Lei Qing Li Zhaoxiang Zhang Zhaoxiang Zhang 3DGS 42 8 0 31 Jan 2024
Stream Query Denoising for Vectorized HD Map Construction Shuo Wang Fan Jia Yingfei Liu Yucheng Zhao Zehui Chen Tiancai Wang Chi Zhang Xiangyu Zhang Feng Zhao 20 18 0 17 Jan 2024
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception Kai Jiang Jiaxing Huang Weiying Xie Yunsong Li Ling Shao Shijian Lu 27 4 0 13 Jan 2024
Diffusion-Based Particle-DETR for BEV Perception Asen Nachkov Martin Danelljan D. Paudel Luc Van Gool DiffM 19 3 0 18 Dec 2023
Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It Adam Lilja Junsheng Fu Erik Stenborg Lars Hammarstrand 18 17 0 11 Dec 2023
Camera-based 3D Semantic Scene Completion with Sparse Guidance Network Jianbiao Mei Yu Yang Mengmeng Wang Junyu Zhu Xiangrui Zhao Jongwon Ra Laijian Li Yong-Jin Liu 14 16 0 10 Dec 2023
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 25 14 0 16 Oct 2023
Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development Runkai Zhao Yuwen Heng Heng Wang Yuanda Gao Shilei Liu Changhao Yao Jiawen Chen Weidong (Tom) Cai 3DPC 8 3 0 24 Sep 2023
Interpretable and Flexible Target-Conditioned Neural Planners For Autonomous Vehicles Haolan Liu Jishen Zhao Liangjun Zhang 8 3 0 23 Sep 2023
BroadBEV: Collaborative LiDAR-camera Fusion for Broad-sighted Bird's Eye View Map Construction Minsu Kim Giseop Kim Kyong Hwan Jin Sunwook Choi 16 5 0 20 Sep 2023
Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map Construction Wenjie Gao Jiawei Fu Yanqing Shen Haodong Jing Shitao Chen Nanning Zheng 21 15 0 29 Aug 2023
Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation Junyu Zhu Lina Liu Yu Tang Feng Wen Wanlong Li Yong Liu 16 4 0 28 Aug 2023
FB-BEV: BEV Representation from Forward-Backward View Transformations Zhiqi Li Zhiding Yu Wenhai Wang Anima Anandkumar Tong Lu J. Álvarez 17 76 0 04 Aug 2023
Multi Agent Navigation in Unconstrained Environments using a Centralized Attention based Graphical Neural Network Controller Yining Ma Qadeer Ahmad Khan Daniel Cremers 17 4 0 31 Jul 2023
EgoVM: Achieving Precise Ego-Localization using Lightweight Vectorized Maps Yuzhe He Shuang Liang Xiaofei Rui Chengying Cai Guowei Wan 16 6 0 18 Jul 2023
Safety-Critical Scenario Generation Via Reinforcement Learning Based Editing Haolan Liu Liangjun Zhang S. Hari Jishen Zhao 9 4 0 25 Jun 2023
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 38 21 0 19 Jun 2023
Online Map Vectorization for Autonomous Driving: A Rasterization Perspective Gongjie Zhang Jiahao Lin Shuang Wu Yilin Song Zhipeng Luo Yang Xue Shijian Lu Zuoguan Wang 37 33 0 18 Jun 2023
A survey on deep learning approaches for data integration in autonomous driving system Xi Zhu Likang Wang Caifa Zhou Xiya Cao Yue Gong L. Chen 23 1 0 17 Jun 2023
End-to-End Vectorized HD-map Construction with Piecewise Bezier Curve Limeng Qiao Wenjie Ding Xi Qiu Chi Zhang 24 73 0 16 Jun 2023
Herd's Eye View: Improving Game AI Agent Learning with Collaborative Perception Andrew Nash A. Vardy David Churchill 11 2 0 11 Jun 2023
NeMO: Neural Map Growing System for Spatiotemporal Fusion in Bird's-Eye-View and BDD-Map Benchmark Xi Zhu Xiya Cao Zhiwei Dong Caifa Zhou Qiangbo Liu W. Li Yongliang Wang 11 10 0 07 Jun 2023
Bi-Mapper: Holistic BEV Semantic Mapping for Autonomous Driving Siyu Li Kailun Yang Haowen Shi Jiaming Zhang Jiacheng Lin Zhifeng Teng Zhiyong Li 19 14 0 07 May 2023
LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera Distillation Song Wang Wentong Li Wenyu Liu Xiaolu Liu Jianke Zhu 20 17 0 22 Apr 2023
Transformer-based models and hardware acceleration analysis in autonomous driving: A survey J. Zhong Zheng Liu Xiangshan Chen ViT 28 15 0 21 Apr 2023
OccFormer: Dual-path Transformer for Vision-based 3D Semantic Occupancy Prediction Yunpeng Zhang Zhengbiao Zhu Dalong Du 3DPC 15 179 0 11 Apr 2023
One Training for Multiple Deployments: Polar-based Adaptive BEV Perception for Autonomous Driving Huitong Yang Xuyang Bai Xinge Zhu Yuexin Ma 30 3 0 02 Apr 2023
Collaboration Helps Camera Overtake LiDAR in 3D Detection Yue Hu Yifan Lu Runsheng Xu Weidi Xie Siheng Chen Yanfeng Wang 23 67 0 23 Mar 2023
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View Zhifeng Teng Jiaming Zhang Kailun Yang Kunyu Peng Haowen Shi Simon Reiß Ke Cao Rainer Stiefelhagen MDE 18 12 0 21 Mar 2023
VIMI: Vehicle-Infrastructure Multi-view Intermediate Fusion for Camera-based 3D Object Detection Zhe Wang Siqi Fan Xiao Huo Tongda Xu Yan Wang Jingjing Liu Yilun Chen Ya-Qin Zhang 3DPC 14 16 0 20 Mar 2023
TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving Shaoheng Fang Zi Wang Yiqi Zhong Junhao Ge Siheng Chen Yanfeng Wang ViT 25 29 0 17 Mar 2023
F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated Driving Ekta U. Samani Feng Tao Dasari Harshavardhan Reddy Sihao Ding A. Banerjee MDE 23 6 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 76 25 0 02 Mar 2023
InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning Juyeb Shin François Rameau H. Jeong Dongsuk Kum 28 35 0 10 Jan 2023
Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark Xiaofen Wang Zheng Zhu Yunpeng Zhang Guan Huang Yun Ye Wenbo Xu Ziwei Chen Xingang Wang 13 19 0 17 Dec 2022
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Jianing Li Ming Lu Jiaming Liu Yandong Guo Li Du Shanghang Zhang 24 6 0 01 Dec 2022
Uncertainty-aware Vision-based Metric Cross-view Geolocalization F. Fervers Sebastian Bullinger C. Bodensteiner Michael Arens Rainer Stiefelhagen 16 39 0 22 Nov 2022
Monocular BEV Perception of Road Scenes via Front-to-Top View Projection Wenxi Liu Qi Li Weixiang Yang Jiaxin Cai Yuanlong Yu Yuexin Ma Shengfeng He Jianxiong Pan 8 1 0 15 Nov 2022
Multi-Camera Calibration Free BEV Representation for 3D Object Detection Hongxiang Jiang Wenming Meng Hongmei Zhu Q. Zhang Jihao Yin 24 4 0 31 Oct 2022
PlanT: Explainable Planning Transformers via Object-Level Representations Katrin Renz Kashyap Chitta Otniel-Bogdan Mercea A. Sophia Koepke Zeynep Akata Andreas Geiger ViT 22 94 0 25 Oct 2022
Model-Based Imitation Learning for Urban Driving Anthony Hu Gianluca Corrado Nicolas Griffiths Zak Murez Corina Gurau Hudson Yeo Alex Kendall R. Cipolla Jamie Shotton 102 133 0 14 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 40 11 0 27 Sep 2022
CurveFormer: 3D Lane Detection by Curve Propagation with Curve Queries and Attention Yifeng Bai Zhirong Chen Zhang-Hua Fu Lang Peng Pengpeng Liang Erkang Cheng 3DPC ViT 11 41 0 16 Sep 2022
Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer Zhi-Chun Luo Changqing Zhou Liang Pan Gongjie Zhang Ti Liu Yueru Luo Haiyu Zhao Ziwei Liu Shijian Lu 3DPC 10 13 0 10 Aug 2022
Vision-Centric BEV Perception: A Survey Yuexin Ma Tai Wang Xuyang Bai Huitong Yang Yuenan Hou Yaming Wang Yu Qiao Ruigang Yang Dinesh Manocha Xinge Zhu 38 129 0 04 Aug 2022
UniFusion: Unified Multi-view Fusion Transformer for Spatial-Temporal Representation in Bird's-Eye-View Zequn Qin Jingyu Chen Chao Chen Xiaozhi Chen Xi Li 8 20 0 18 Jul 2022
PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images Yingfei Liu Junjie Yan Fan Jia Shuailin Li Q. Gao Tiancai Wang X. Zhang Jian-jun Sun 3DPC 22 338 0 02 Jun 2022
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving Kashyap Chitta Aditya Prakash Bernhard Jaeger Zehao Yu Katrin Renz Andreas Geiger ViT 87 291 0 31 May 2022