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Predicting Semantic Map Representations from Images using Pyramid
  Occupancy Networks

Predicting Semantic Map Representations from Images using Pyramid Occupancy Networks

Computer Vision and Pattern Recognition (CVPR), 2020
30 March 2020
Thomas Roddick
R. Cipolla
    3DPC
ArXiv (abs)PDFHTML

Papers citing "Predicting Semantic Map Representations from Images using Pyramid Occupancy Networks"

50 / 169 papers shown
nuScenes Revisited: Progress and Challenges in Autonomous Driving
nuScenes Revisited: Progress and Challenges in Autonomous Driving
Whye Kit Fong
Venice Erin Liong
Kok Seang Tan
Holger Caesar
95
0
0
02 Dec 2025
HENet++: Hybrid Encoding and Multi-task Learning for 3D Perception and End-to-end Autonomous Driving
HENet++: Hybrid Encoding and Multi-task Learning for 3D Perception and End-to-end Autonomous Driving
Zhongyu Xia
Zhiwei Lin
Yongtao Wang
Ming-Hsuan Yang
140
1
0
10 Nov 2025
FIN: Fast Inference Network for Map Segmentation
FIN: Fast Inference Network for Map Segmentation
Ruan Bispo
Tim Brophy
Reenu Mohandas
Anthony G. Scanlan
Ciarán Eising
149
0
0
01 Oct 2025
DRCP: Diffusion on Reinforced Cooperative Perception for Perceiving Beyond Limits
DRCP: Diffusion on Reinforced Cooperative Perception for Perceiving Beyond Limits
L. Li
Kang Yang
Rui Song
Chen Sun
152
0
0
29 Sep 2025
AID4AD: Aerial Image Data for Automated Driving Perception
AID4AD: Aerial Image Data for Automated Driving Perception
Daniel Lengerer
Mathias Pechinger
Klaus Bogenberger
Carsten Markgraf
134
0
0
04 Aug 2025
GTAD: Global Temporal Aggregation Denoising Learning for 3D Semantic Occupancy Prediction
GTAD: Global Temporal Aggregation Denoising Learning for 3D Semantic Occupancy Prediction
Tianhao Li
Yang Li
Mengtian Li
Y. Deng
Weifeng Ge
130
0
0
28 Jul 2025
Software Engineering for Self-Adaptive Robotics: A Research Agenda
Software Engineering for Self-Adaptive Robotics: A Research Agenda
Shaukat Ali
Ana Cavalcanti
Ana Cavalcanti
Peter Gorm Larsen
C. Gomes
Peter Gorm Larsen
Anastasios Tefas
J. Woodcock
Houxiang Zhang
AI4CE
228
1
0
26 May 2025
InteractionMap: Improving Online Vectorized HDMap Construction with Interaction
InteractionMap: Improving Online Vectorized HDMap Construction with InteractionComputer Vision and Pattern Recognition (CVPR), 2025
Kuang Wu
Chuan Yang
Zhanbin Li
316
7
0
27 Mar 2025
Omnidirectional Depth-Aided Occupancy Prediction based on Cylindrical Voxel for Autonomous Driving
Omnidirectional Depth-Aided Occupancy Prediction based on Cylindrical Voxel for Autonomous Driving
Chaofan Wu
Junlong Li
Jinghao Cao
Ming Li
Yongkang Feng
Jinfeng Xu
Zihang Gao
S. Du
Yang Li
MDE
360
0
0
26 Mar 2025
ChatBEV: A Visual Language Model that Understands BEV Maps
ChatBEV: A Visual Language Model that Understands BEV Maps
Qingyao Xu
Tian Jin
Guang Chen
Yanfeng Wang
Yujiao Shi
487
4
0
18 Mar 2025
AugMapNet: Improving Spatial Latent Structure via BEV Grid Augmentation for Enhanced Vectorized Online HD Map Construction
AugMapNet: Improving Spatial Latent Structure via BEV Grid Augmentation for Enhanced Vectorized Online HD Map Construction
T. Monninger
Md Zafar Anwar
Stanislaw Antol
Steffen Staab
Sihao Ding
290
4
0
17 Mar 2025
BEVMOSNet: Multimodal Fusion for BEV Moving Object Segmentation
Hiep Truong Cong
Ajay Kumar Sigatapu
Arindam Das
Yashwanth Sharma
Venkatesh Satagopan
Ganesh Sistu
Ciarán Eising
292
2
0
05 Mar 2025
VLM-E2E: Enhancing End-to-End Autonomous Driving with Multimodal Driver Attention Fusion
VLM-E2E: Enhancing End-to-End Autonomous Driving with Multimodal Driver Attention Fusion
Pei Liu
Haipeng Liu
Haichao Liu
Xin Liu
Jinxin Ni
Jun Ma
450
21
0
25 Feb 2025
Dynamics Modeling using Visual Terrain Features for High-Speed
  Autonomous Off-Road Driving
Dynamics Modeling using Visual Terrain Features for High-Speed Autonomous Off-Road DrivingIEEE International Conference on Robotics and Automation (ICRA), 2024
Jason Gibson
Anoushka Alavilli
Erica Tevere
Evangelos A. Theodorou
Patrick Spieler
271
5
0
30 Nov 2024
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete
  Space via Vector Quantization
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector QuantizationNeural Information Processing Systems (NeurIPS), 2024
Yiwei Zhang
Jin Gao
Fudong Ge
Guan Luo
Bing Li
Zheng Zhang
Haibin Ling
Weiming Hu
174
1
0
03 Nov 2024
Focus on BEV: Self-calibrated Cycle View Transformation for Monocular
  Birds-Eye-View Segmentation
Focus on BEV: Self-calibrated Cycle View Transformation for Monocular Birds-Eye-View Segmentation
Jiawei Zhao
Qixing Jiang
Xuede Li
Junfeng Luo
172
0
0
21 Oct 2024
ETHcavation: A Dataset and Pipeline for Panoptic Scene Understanding and
  Object Tracking in Dynamic Construction Environments
ETHcavation: A Dataset and Pipeline for Panoptic Scene Understanding and Object Tracking in Dynamic Construction Environments
Lorenzo Terenzi
Julian Nubert
Pol Eyschen
Pascal Roth
Simin Fei
E. Jelavic
Marco Hutter
160
1
0
05 Oct 2024
MemFusionMap: Working Memory Fusion for Online Vectorized HD Map
  Construction
MemFusionMap: Working Memory Fusion for Online Vectorized HD Map ConstructionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Jingyu Song
Xudong Chen
Liupei Lu
Jie Li
Katherine A. Skinner
193
6
0
26 Sep 2024
GND: Global Navigation Dataset with Multi-Modal Perception and Multi-Category Traversability in Outdoor Campus Environments
GND: Global Navigation Dataset with Multi-Modal Perception and Multi-Category Traversability in Outdoor Campus EnvironmentsIEEE International Conference on Robotics and Automation (ICRA), 2024
Jing Liang
Dibyendu Das
Daeun Song
Md Nahid Hasan Shuvo
Mohammad Durrani
Karthik Taranath
Ivan Penskiy
Dinesh Manocha
Xuesu Xiao
3DV
681
10
0
21 Sep 2024
OneBEV: Using One Panoramic Image for Bird's-Eye-View Semantic Mapping
OneBEV: Using One Panoramic Image for Bird's-Eye-View Semantic MappingAsian Conference on Computer Vision (ACCV), 2024
Jiale Wei
Junwei Zheng
Ruiping Liu
Jie Hu
Jiaming Zhang
Rainer Stiefelhagen
216
8
0
20 Sep 2024
GenMapping: Unleashing the Potential of Inverse Perspective Mapping for
  Robust Online HD Map Construction
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
243
4
0
13 Sep 2024
Enhancing Vectorized Map Perception with Historical Rasterized Maps
Enhancing Vectorized Map Perception with Historical Rasterized MapsEuropean Conference on Computer Vision (ECCV), 2024
Xiaoyu Zhang
Guangwei Liu
Zihao Liu
Ningyi Xu
Yunhui Liu
Ji Zhao
244
26
0
01 Sep 2024
BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for
  Autonomous Driving
BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for Autonomous DrivingInternational Conference on Control, Automation, Robotics and Vision (ICARCV), 2024
M. Diaz-Zapata
Wenqian Liu
Robin Baruffa
Christian Laugier
374
0
0
29 Aug 2024
Progressive Query Refinement Framework for Bird's-Eye-View Semantic
  Segmentation from Surrounding Images
Progressive Query Refinement Framework for Bird's-Eye-View Semantic Segmentation from Surrounding Images
Dooseop Choi
Jungyu Kang
Taeghyun An
Kyounghwan Ahn
Kyoung‐Wook Min
215
0
0
24 Jul 2024
Mask2Map: Vectorized HD Map Construction Using Bird's Eye View
  Segmentation Masks
Mask2Map: Vectorized HD Map Construction Using Bird's Eye View Segmentation Masks
Sehwan Choi
Jungho Kim
Hongjae Shin
Jungwook Choi
3DPC
272
26
0
18 Jul 2024
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework
  for Bird's-eye-view Vehicle Semantic Segmentation
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation
Jian Sun
Yuqi Dai
Chi-Man Vong
Qing Xu
Shengbo Eben Li
Jianqiang Wang
Lei He
Keqiang Li
339
3
0
18 Jul 2024
Continuity Preserving Online CenterLine Graph Learning
Continuity Preserving Online CenterLine Graph Learning
Yunhui Han
Kun Yu
Zhiwei Li
GNN3DPC
326
3
0
16 Jul 2024
Map It Anywhere (MIA): Empowering Bird's Eye View Mapping using
  Large-scale Public Data
Map It Anywhere (MIA): Empowering Bird's Eye View Mapping using Large-scale Public Data
Cherie Ho
Jiaye Zou
Omar Alama
Sai Mitheran Jagadesh Kumar
Benjamin Chiang
Taneesh Gupta
Chen Wang
Nikhil Varma Keetha
Katia Sycara
Sebastian Scherer
163
2
0
11 Jul 2024
BLOS-BEV: Navigation Map Enhanced Lane Segmentation Network, Beyond Line
  of Sight
BLOS-BEV: Navigation Map Enhanced Lane Segmentation Network, Beyond Line of Sight
Hang Wu
Zhenghao Zhang
Siyuan Lin
Tong Qin
Jin Pan
Qiang Zhao
Chunjing Xu
Ming Yang
203
16
0
11 Jul 2024
LaneCPP: Continuous 3D Lane Detection using Physical Priors
LaneCPP: Continuous 3D Lane Detection using Physical Priors
M. Pittner
J. Janai
Alexandru Paul Condurache
252
29
0
12 Jun 2024
Autonomous Driving with Spiking Neural Networks
Autonomous Driving with Spiking Neural Networks
Rui-Jie Zhu
Ziqing Wang
Leilani H. Gilpin
Nhan Duy Truong
489
22
0
30 May 2024
LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping
LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping
Nikhil Gosala
Kürsat Petek
B. R. Kiran
S. Yogamani
Paulo L. J. Drews-Jr
Wolfram Burgard
Abhinav Valada
SSL
355
1
0
29 May 2024
Drones Help Drones: A Collaborative Framework for Multi-Drone Object
  Trajectory Prediction and Beyond
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and BeyondNeural Information Processing Systems (NeurIPS), 2024
Zhechao Wang
Peirui Cheng
Mingxin Chen
Pengju Tian
Zhirui Wang
Xinming Li
Xue Yang
Xian Sun
298
14
0
23 May 2024
CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot
  Applications
CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot Applications
J. Blumenkamp
Steven D. Morad
Jennifer Gielis
Amanda Prorok
329
7
0
02 May 2024
Improving Hierarchical Representations of Vectorized HD Maps with Perspective Clues
Improving Hierarchical Representations of Vectorized HD Maps with Perspective Clues
Chi Zhang
Qi Song
Feifei Li
Yongquan Chen
Rui Huang
184
4
0
17 Apr 2024
SparseOcc: Rethinking Sparse Latent Representation for Vision-Based
  Semantic Occupancy Prediction
SparseOcc: Rethinking Sparse Latent Representation for Vision-Based Semantic Occupancy Prediction
Pin Tang
Zhongdao Wang
Guoqing Wang
Jilai Zheng
Xiangxuan Ren
Bailan Feng
Chao Ma
260
85
0
15 Apr 2024
DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View
  Segmentation with Occlusion Reasoning
DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning
S. Yogamani
David Unger
Venkatraman Narayanan
Varun Ravi Kumar
238
3
0
09 Apr 2024
HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from
  Multi-view Cameras
HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from Multi-view CamerasEuropean Conference on Computer Vision (ECCV), 2024
Zhongyu Xia
ZhiWei Lin
Xinhao Wang
Yongtao Wang
Yun Xing
Shengxiang Qi
Nan Dong
Ming-Hsuan Yang
252
19
0
03 Apr 2024
Improving Bird's Eye View Semantic Segmentation by Task Decomposition
Improving Bird's Eye View Semantic Segmentation by Task DecompositionComputer Vision and Pattern Recognition (CVPR), 2024
Tianhao Zhao
Yongcan Chen
Yu-Huan Wu
Tianyang Liu
Bo Du
...
Shi Qiu
Hongda Yang
Guozhen Li
Yi Yang
Yutian Lin
216
13
0
02 Apr 2024
MGMap: Mask-Guided Learning for Online Vectorized HD Map Construction
MGMap: Mask-Guided Learning for Online Vectorized HD Map Construction
Xiaolu Liu
Song Wang
Wentong Li
Ruizi Yang
Junbo Chen
Jianke Zhu
213
47
0
01 Apr 2024
SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular
  3D Detection of Large Objects
SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects
Abhinav Kumar
Yuliang Guo
Xinyu Huang
Liu Ren
Xiaoming Liu
3DPC
359
14
0
29 Mar 2024
Autonomous Driving With Perception Uncertainties: Deep-Ensemble Based
  Adaptive Cruise Control
Autonomous Driving With Perception Uncertainties: Deep-Ensemble Based Adaptive Cruise ControlIEEE Conference on Decision and Control (CDC), 2024
Xiao Li
H. E. Tseng
Anouck Girard
Ilya Kolmanovsky
169
5
0
22 Mar 2024
BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation
BEVCar: Camera-Radar Fusion for BEV Map and Object SegmentationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Jonas Schramm
Niclas Vodisch
Kürsat Petek
Ravi Kiran
S. Yogamani
Wolfram Burgard
Abhinav Valada
266
36
0
18 Mar 2024
PreSight: Enhancing Autonomous Vehicle Perception with City-Scale NeRF
  Priors
PreSight: Enhancing Autonomous Vehicle Perception with City-Scale NeRF PriorsEuropean Conference on Computer Vision (ECCV), 2024
Tianyuan Yuan
Yucheng Mao
Jiawei Yang
Yicheng Liu
Yue Wang
Hang Zhao
314
22
0
14 Mar 2024
MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving
  Representation Learning
MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning
Jialv Zou
Bencheng Liao
Qian Zhang
Wenyu Liu
Xinggang Wang
276
6
0
13 Mar 2024
Real-time 3D semantic occupancy prediction for autonomous vehicles using
  memory-efficient sparse convolution
Real-time 3D semantic occupancy prediction for autonomous vehicles using memory-efficient sparse convolution
Samuel Sze
Lars Kunze
3DPC
247
9
0
13 Mar 2024
UFO: Uncertainty-aware LiDAR-image Fusion for Off-road Semantic Terrain
  Map Estimation
UFO: Uncertainty-aware LiDAR-image Fusion for Off-road Semantic Terrain Map Estimation
Ohn Kim
Junwon Seo
Seongyong Ahn
Chong Hui Kim
255
8
0
05 Mar 2024
EMIFF: Enhanced Multi-scale Image Feature Fusion for
  Vehicle-Infrastructure Cooperative 3D Object Detection
EMIFF: Enhanced Multi-scale Image Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection
Zhe Wang
Siqi Fan
Xiaoliang Huo
Tongda Xu
Yan Wang
Jingjing Liu
Yilun Chen
Ya Zhang
223
13
0
23 Feb 2024
Zero-BEV: Zero-shot Projection of Any First-Person Modality to BEV Maps
Zero-BEV: Zero-shot Projection of Any First-Person Modality to BEV Maps
G. Monaci
L. Antsfeld
Boris Chidlovskii
Christian Wolf
270
0
0
21 Feb 2024
Translating Images to Road Network: A Sequence-to-Sequence Perspective
Translating Images to Road Network: A Sequence-to-Sequence Perspective
Jiachen Lu
Renyuan Peng
Xinyue Cai
Reyuan Peng
Guoying Gu
Hang Xu
Feng Wen
Wei Zhang
Li Zhang
AI4TS
355
5
0
13 Feb 2024
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