Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer

9 June 2022

Papers citing "Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer"

50 / 54 papers shown

Title
Uni-PrevPredMap: Extending PrevPredMap to a Unified Framework of Prior-Informed Modeling for Online Vectorized HD Map Construction Nan Peng Xun Zhou Mingming Wang Guisong Chen Wenqi Xu 127 0 0 09 Apr 2025
A Benchmark for Vision-Centric HD Mapping by V2I Systems Miao Fan Shanshan Yu Shengtong Xu Kun Jiang Haoyi Xiong Xiangzeng Liu 3DV 46 0 0 31 Mar 2025
InteractionMap: Improving Online Vectorized HDMap Construction with Interaction Kuang Wu Chuan Yang Zhanbin Li 55 0 0 27 Mar 2025
HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective Priors Siyu Li Yihong Cao Hao-miao Shi Yongsheng Zang Xuan He Kailun Yang Z. Li 58 0 0 10 Mar 2025
Epipolar Attention Field Transformers for Bird's Eye View Semantic Segmentation Christian Witte Jens Behley Cyrill Stachniss Marvin Raaijmakers 86 0 0 02 Dec 2024
Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation Nayeon Kim Hongje Seong Daehyun Ji Sujin Jang 32 2 0 17 Nov 2024
HeightMapNet: Explicit Height Modeling for End-to-End HD Map Learning Wenzhao Qiu Shanmin Pang Hao zhang Jianwu Fang Jianru Xue 33 0 0 03 Nov 2024
Exploring Semi-Supervised Learning for Online Mapping Adam Lilja Erik Wallin Junsheng Fu Lars Hammarstrand SSL 46 1 0 14 Oct 2024
GenMapping: Unleashing the Potential of Inverse Perspective Mapping for Robust Online HD Map Construction Siyu Li Kailun Yang Hao Shi Song Wang You Yao Zhiyong Li 31 2 0 13 Sep 2024
Enhancing Vectorized Map Perception with Historical Rasterized Maps Xiaoyu Zhang Guangwei Liu Zihao Liu Ningyi Xu Yunhui Liu Ji Zhao 31 7 0 01 Sep 2024
PriorMapNet: Enhancing Online Vectorized HD Map Construction with Priors Rongxuan Wang Xin Lu Xiaoyang Liu Xiaoyi Zou Tongyi Cao Ying Li 46 5 0 16 Aug 2024
CAMAv2: A Vision-Centric Approach for Static Map Element Annotation Shiyuan Chen Jiaxin Zhang Ruohong Mei Yingfeng Cai Haoran Yin Tao Chen Wei Sui Cong Yang 31 0 0 31 Jul 2024
PrevPredMap: Exploring Temporal Modeling with Previous Predictions for Online Vectorized HD Map Construction Nan Peng Xun Zhou Mingming Wang Xiaojun Yang Songming Chen Guisong Chen 36 3 0 24 Jul 2024
Learning High-resolution Vector Representation from Multi-Camera Images for 3D Object Detection Zhili Chen Shuangjie Xu Maosheng Ye Zian Qian Xiaoyi Zou Dit-Yan Yeung Qifeng Chen 53 1 0 22 Jul 2024
Hierarchical and Decoupled BEV Perception Learning Framework for Autonomous Driving Yuqi Dai Jian-jun Sun Shengbo Eben Li Qing Xu Jianqiang Wang Lei He Keqiang Li 32 2 0 17 Jul 2024
MapDistill: Boosting Efficient Camera-based HD Map Construction via Camera-LiDAR Fusion Model Distillation Xiaoshuai Hao Ruikai Li Hui Zhang Dingzhe Li Rong Yin Sangil Jung Seungsang Park ByungIn Yoo Haimei Zhao Jing Zhang 38 7 0 16 Jul 2024
Continuity Preserving Online CenterLine Graph Learning Yunhui Han Kun Yu Zhiwei Li GNN 3DPC 46 2 0 16 Jul 2024
MapLocNet: Coarse-to-Fine Feature Registration for Visual Re-Localization in Navigation Maps Hang Wu Zhenghao Zhang Siyuan Lin Xiangru Mu Qiang Zhao Ming Yang Tong Qin 49 3 0 11 Jul 2024
Is Your HD Map Constructor Reliable under Sensor Corruptions? Xiaoshuai Hao Mengchuan Wei Yifan Yang Haimei Zhao Hui Zhang Yi Zhou Qiang Wang Weiming Li Lingdong Kong Jing Zhang 3DV 49 8 0 18 Jun 2024
Enhancing 3D Lane Detection and Topology Reasoning with 2D Lane Priors Han Li Zehao Huang Zitian Wang Wenge Rong Naiyan Wang Si Liu ViT 3DPC 40 7 0 05 Jun 2024
SparseDrive: End-to-End Autonomous Driving via Sparse Scene Representation Wenchao Sun Xuewu Lin Yining Shi Chuang Zhang Haoran Wu Sifa Zheng 40 24 0 30 May 2024
A Survey on Occupancy Perception for Autonomous Driving: The Information Fusion Perspective Huaiyuan Xu Junliang Chen Shiyu Meng Yi Wang Lap-Pui Chau 3DPC 41 16 0 08 May 2024
Improving Bird's Eye View Semantic Segmentation by Task Decomposition Tianhao Zhao Yongcan Chen Yu-Huan Wu Tianyang Liu Bo Du ... Shi Qiu Hongda Yang Guozhen Li Yi Yang Yutian Lin 45 6 0 02 Apr 2024
PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation Haruya Ishikawa Takumi Iida Yoshinori Konishi Yoshimitsu Aoki 32 2 0 19 Mar 2024
MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning Jialv Zou Bencheng Liao Qian Zhang Wenyu Liu Xinggang Wang 43 2 0 13 Mar 2024
HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction Yi Zhou Hui Zhang Jiaqian Yu Yifan Yang Sangil Jung Seungsang Park ByungIn Yoo 3DPC 38 17 0 13 Mar 2024
EAN-MapNet: Efficient Vectorized HD Map Construction with Anchor Neighborhoods Huiyuan Xiong Jun Shen Taohong Zhu Yuelong Pan 22 3 0 28 Feb 2024
Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction Zihao Liu Xiaoyu Zhang Guangwei Liu Ji Zhao Ningyi Xu 41 21 0 27 Feb 2024
MapNeXt: Revisiting Training and Scaling Practices for Online Vectorized HD Map Construction Toyota Li 26 6 0 14 Jan 2024
WidthFormer: Toward Efficient Transformer-based BEV View Transformation Chenhongyi Yang Tianwei Lin Lichao Huang Elliot J. Crowley ViT 44 2 0 08 Jan 2024
Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It Adam Lilja Junsheng Fu Erik Stenborg Lars Hammarstrand 21 18 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 22 16 0 10 Dec 2023
Online Vectorized HD Map Construction using Geometry Zhixin Zhang Yiyuan Zhang Xiaohan Ding Fusheng Jin Xiangyu Yue 3DPC 29 23 0 06 Dec 2023
A Vision-Centric Approach for Static Map Element Annotation Jiaxin Zhang Shiyuan Chen Haoran Yin Ruohong Mei Xuan Liu Cong Yang Qian Zhang Wei Sui 3DV 28 3 0 21 Sep 2023
MapTRv2: An End-to-End Framework for Online Vectorized HD Map Construction Bencheng Liao Shaoyu Chen Yunchi Zhang Bo Jiang Qian Zhang Wenyu Liu Chang Huang Xinggang Wang 3DV ViT 55 114 0 10 Aug 2023
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries Hao Jiang Tianheng Cheng Naiyu Gao Haoyang Zhang Tianwei Lin Wenyu Liu Xinggang Wang 34 55 0 27 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 42 33 0 18 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 24 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
VMA: Divide-and-Conquer Vectorized Map Annotation System for Large-Scale Driving Scene Shaoyu Chen Yunchi Zhang Bencheng Liao Jiafeng Xie Tianheng Cheng Wei Sui Qian Zhang Chang Huang Wenyu Liu Xinggang Wang 13 10 0 19 Apr 2023
A Cross-Scale Hierarchical Transformer with Correspondence-Augmented Attention for inferring Bird's-Eye-View Semantic Segmentation N. Fang Le-miao Qiu Shuyou Zhang Zili Wang Kerui Hu Kang Wang 19 5 0 07 Apr 2023
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception Youngseok Kim Juyeb Shin Sanmin Kim In-Jae Lee Junwon Choi Dongsuk Kum 47 67 0 03 Apr 2023
VAD: Vectorized Scene Representation for Efficient Autonomous Driving Bo Jiang Shaoyu Chen Qing Xu Bencheng Liao Jiajie Chen Helong Zhou Qian Zhang Wenyu Liu Chang Huang Xinggang Wang 110 194 0 21 Mar 2023
Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction Bencheng Liao Shaoyu Chen Bo Jiang Tianheng Cheng Qian Zhang Wenyu Liu Chang Huang Xinggang Wang GNN 30 39 0 15 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 81 25 0 02 Mar 2023
InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning Juyeb Shin François Rameau H. Jeong Dongsuk Kum 36 35 0 10 Jan 2023
Perceive, Interact, Predict: Learning Dynamic and Static Clues for End-to-End Motion Prediction Bo Jiang Shaoyu Chen Xinggang Wang Bencheng Liao Tianheng Cheng Jiajie Chen Helong Zhou Qian Zhang Wenyu Liu Chang Huang 43 23 0 05 Dec 2022
BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks Xiaowei Chi Jiaming Liu Ming Lu Rongyu Zhang Zhaoqing Wang Yandong Guo Shanghang Zhang 3DPC 38 19 0 02 Dec 2022
Multi-Camera Calibration Free BEV Representation for 3D Object Detection Hongxiang Jiang Wenming Meng Hongmei Zhu Q. Zhang Jihao Yin 29 4 0 31 Oct 2022
MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction Bencheng Liao Shaoyu Chen Xinggang Wang Tianheng Cheng Qian Zhang Wenyu Liu Chang Huang ViT 37 218 0 30 Aug 2022