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DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person
  Detection in 2D Range Data
v1v2 (latest)

DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data

IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020
29 April 2020
Dan Jia
Alexander Hermans
Bastian Leibe
    3DPC
ArXiv (abs)PDFHTML

Papers citing "DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data"

21 / 21 papers shown
Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling
Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling
Jianpeng Yao
Xiaopan Zhang
Yu Xia
Zejin Wang
Amit K. Roy-Chowdhury
Jiachen Li
200
4
0
07 Aug 2025
COLSON: Controllable Learning-Based Social Navigation via Diffusion-Based Reinforcement Learning
COLSON: Controllable Learning-Based Social Navigation via Diffusion-Based Reinforcement Learning
Yuki Tomita
Kohei Matsumoto
Yuki Hyodo
Ryo Kurazume
363
2
0
18 Mar 2025
Autonomous Navigation in Dynamic Human Environments with an Embedded 2D
  LiDAR-based Person Tracker
Autonomous Navigation in Dynamic Human Environments with an Embedded 2D LiDAR-based Person TrackerSensors Applications Symposium (SA), 2024
Davide Plozza
Steven Marty
Cyril Scherrer
Siyang Song
Stefan Zihlmann
Michele Magno
454
4
0
19 Dec 2024
HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments
HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments
Shuijing Liu
Haochen Xia
Fatemeh Cheraghi Pouria
Kaiwen Hong
Neeloy Chakraborty
Katherine Rose Driggs-Campbell
Joydeep Biswas
Katherine Driggs-Campbell
513
8
0
19 Nov 2024
Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR SensorsIEEE/SICE International Symposium on System Integration (SII), 2024
Svetlana Seliunina
Artem Otelepko
Raphael Memmesheimer
Sven Behnke
252
1
0
17 Nov 2024
GSON: A Group-based Social Navigation Framework with Large Multimodal Model
GSON: A Group-based Social Navigation Framework with Large Multimodal ModelIEEE Robotics and Automation Letters (RA-L), 2024
Shangyi Luo
Peng Sun
Ji Zhu
Yuhong Deng
Cunjun Yu
Anxing Xiao
Xueqian Wang
LM&Ro
543
9
0
26 Sep 2024
SoNIC: Safe Social Navigation with Adaptive Conformal Inference and Constrained Reinforcement Learning
SoNIC: Safe Social Navigation with Adaptive Conformal Inference and Constrained Reinforcement Learning
Jianpeng Yao
Xiaopan Zhang
Yu Xia
Zejin Wang
Amit K. Roy-Chowdhury
Jiachen Li
749
11
0
24 Jul 2024
Structured Graph Network for Constrained Robot Crowd Navigation with Low
  Fidelity Simulation
Structured Graph Network for Constrained Robot Crowd Navigation with Low Fidelity Simulation
Shuijing Liu
Kaiwen Hong
Neeloy Chakraborty
Katherine Driggs-Campbell
442
1
0
27 May 2024
Belief Aided Navigation using Bayesian Reinforcement Learning for
  Avoiding Humans in Blind Spots
Belief Aided Navigation using Bayesian Reinforcement Learning for Avoiding Humans in Blind SpotsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Jinyeob Kim
Daewon Kwak
Hyunwoo Rim
Donghan Kim
363
1
0
15 Mar 2024
Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation
Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation
Jiachen Li
Chuanbo Hua
Hengbo Ma
Jinkyoo Park
Victoria M. Dax
Mykel J. Kochenderfer
403
19
0
22 Jan 2024
The Un-Kidnappable Robot: Acoustic Localization of Sneaking People
The Un-Kidnappable Robot: Acoustic Localization of Sneaking PeopleIEEE International Conference on Robotics and Automation (ICRA), 2023
Mengyu Yang
Patrick Grady
Samarth Brahmbhatt
Arun Balajee Vasudevan
Charles C. Kemp
James Hays
499
1
0
05 Oct 2023
Robotic Vision for Human-Robot Interaction and Collaboration: A Survey
  and Systematic Review
Robotic Vision for Human-Robot Interaction and Collaboration: A Survey and Systematic Review
Nicole L. Robinson
Brendan Tidd
Dylan Campbell
Dana Kulić
Peter Corke
279
112
0
28 Jul 2023
Pedestrian-Robot Interactions on Autonomous Crowd Navigation: Reactive
  Control Methods and Evaluation Metrics
Pedestrian-Robot Interactions on Autonomous Crowd Navigation: Reactive Control Methods and Evaluation MetricsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Diego Felipe Paez Granados
Yujie He
David J. Gonon
Dan Jia
Bastian Leibe
Kenji Suzuki
A. Billard
121
16
0
03 Aug 2022
Intention Aware Robot Crowd Navigation with Attention-Based Interaction
  Graph
Intention Aware Robot Crowd Navigation with Attention-Based Interaction GraphIEEE International Conference on Robotics and Automation (ICRA), 2022
Shuijing Liu
Peixin Chang
Zhe Huang
Neeloy Chakraborty
Kaiwen Hong
Weihang Liang
D. L. McPherson
Shaoshu Su
Katherine Driggs-Campbell
466
123
0
03 Mar 2022
Unfreezing Social Navigation: Dynamical Systems based Compliance for
  Contact Control in Robot Navigation
Unfreezing Social Navigation: Dynamical Systems based Compliance for Contact Control in Robot NavigationIEEE International Conference on Robotics and Automation (ICRA), 2022
Diego Felipe Paez Granados
Vaibhav Gupta
A. Billard
181
16
0
02 Mar 2022
What we see and What we don't see: Imputing Occluded Crowd Structures
  from Robot Sensing
What we see and What we don't see: Imputing Occluded Crowd Structures from Robot Sensing
Javad Amirian
J. Hayet
J. Pettré
203
3
0
17 Sep 2021
Cross-Modal Analysis of Human Detection for Robotics: An Industrial Case
  Study
Cross-Modal Analysis of Human Detection for Robotics: An Industrial Case Study
Timm Linder
Narunas Vaskevicius
Robert Schirmer
Kai O. Arras
204
16
0
03 Aug 2021
2D vs. 3D LiDAR-based Person Detection on Mobile Robots
2D vs. 3D LiDAR-based Person Detection on Mobile RobotsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Dan Jia
Alexander Hermans
Bastian Leibe
3DPC
288
14
0
21 Jun 2021
Avoiding Dense and Dynamic Obstacles in Enclosed Spaces: Application to
  Moving in Crowds
Avoiding Dense and Dynamic Obstacles in Enclosed Spaces: Application to Moving in CrowdsIEEE Transactions on robotics (TRO), 2021
L. Huber
Jean-Jacques E. Slotine
A. Billard
398
53
0
25 May 2021
Self-Supervised Person Detection in 2D Range Data using a Calibrated
  Camera
Self-Supervised Person Detection in 2D Range Data using a Calibrated CameraIEEE International Conference on Robotics and Automation (ICRA), 2020
Dan Jia
Mats Steinweg
Alexander Hermans
Bastian Leibe
3DPC
285
18
0
16 Dec 2020
End-to-End Tracking and Semantic Segmentation Using Recurrent Neural
  Networks
End-to-End Tracking and Semantic Segmentation Using Recurrent Neural Networks
Peter Ondruska
J. Dequaire
Dominic Zeng Wang
Ingmar Posner
395
62
0
18 Apr 2016
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