Demonstration of Real-Time Event Camera to Collaborative Robot Communication

被引:0
作者
Duarte, Laura [1 ]
Polito, Michele [2 ]
Gastaldi, Laura [2 ]
Neto, Pedro [1 ]
Pastorelli, Stefano [2 ]
机构
[1] Univ Coimbra, Coimbra, Portugal
[2] Politecn Torino, Turin, Italy
来源
ADVANCES IN ITALIAN MECHANISM SCIENCE, VOL 1, IFIT 2024 | 2024年 / 163卷
关键词
Human-robot Interaction; Collaborative robotics; Computer Vision; Event Camera;
D O I
10.1007/978-3-031-64553-2_41
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Real-time robot actuation is one of the main challenges to overcome in human-robot interaction. Most visual sensors are either too slow or their data are too complex to provide meaningful information and low latency input to a robotic system. Data output of an event camera is high-frequency and extremely lightweight, with only 8 bytes per event. To evaluate the hypothesis of using event cameras as data source for a real-time robotic system, the position of a waving hand is acquired from the event data and transmitted to a collaborative robot as a movement command. A total time delay of 110 ms was measured between the original movement and the robot movement, where much of the delay is caused by the robot dynamics.
引用
收藏
页码:351 / 358
页数:8
相关论文
共 12 条
[1]  
[Anonymous], 2022, Universal_Robots_ROS2_Driver
[2]   A 240 x 180 130 dB 3 μs Latency Global Shutter Spatiotemporal Vision Sensor [J].
Brandli, Christian ;
Berner, Raphael ;
Yang, Minhao ;
Liu, Shih-Chii ;
Delbruck, Tobi .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2014, 49 (10) :2333-2341
[3]  
De Lima ES., 2019, Emotional design in human-robot interaction: Theory, methods and applications, P187
[4]  
Delbruck T., 2007, jAER (Java Tools for Address-Event Representa-829 tion Neuromorphic Processing) Open Source Project
[5]  
Digo E., 2021, Upper limbs motion tracking for collaborative robotic applications, VIII, P391
[6]   Detection of upper limb abrupt gestures for human-machine interaction using deep learning techniques [J].
Digo, Elisa ;
Polito, Michele ;
Pastorelli, Stefano ;
Gastaldi, Laura .
JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2024, 46 (04)
[7]   Event-based tracking of human hands [J].
Duarte, Laura ;
Safeea, Mohammad ;
Neto, Pedro .
SENSOR REVIEW, 2021, 41 (04) :382-389
[8]   Event-Based Vision: A Survey [J].
Gallego, Guillermo ;
Delbruck, Tobi ;
Orchard, Garrick Michael ;
Bartolozzi, Chiara ;
Taba, Brian ;
Censi, Andrea ;
Leutenegger, Stefan ;
Davison, Andrew ;
Conradt, Jorg ;
Daniilidis, Kostas ;
Scaramuzza, Davide .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44 (01) :154-180
[9]   Real-time grasping strategies using event camera [J].
Huang, Xiaoqian ;
Halwani, Mohamad ;
Muthusamy, Rajkumar ;
Ayyad, Abdulla ;
Swart, Dewald ;
Seneviratne, Lakmal ;
Gan, Dongming ;
Zweiri, Yahya .
JOURNAL OF INTELLIGENT MANUFACTURING, 2022, 33 (02) :593-615
[10]   Robot Operating System 2: Design, architecture, and uses in the wild [J].
Macenski, Steven ;
Foote, Tully ;
Gerkey, Brian ;
Lalancette, Chris ;
Woodall, William .
SCIENCE ROBOTICS, 2022, 7 (66)