[PDF][PDF] An elevator button recognition method combining yolov5 and ocr

X Tang, C Wang, J Su, C Taylor - CMC-Comput. Mater. Contin, 2023 - cdn.techscience.cn
Fast recognition of elevator buttons is a key step for service robots to ride elevators
automatically. Although there are some studies in this field, none of them can achieve real …

A novel OCR-RCNN for elevator button recognition

D Zhu, T Li, D Ho, T Zhou… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
Autonomous elevator operation is considered an intelligent solution in handling the inter-
floor navigation problem of service robots. As one of the most fundamental steps, elevator …

Ocr-rcnn: An accurate and efficient framework for elevator button recognition

D Zhu, Y Fang, Z Min, D Ho… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Autonomous elevator operation is considered a promising solution for mobile navigation in
office buildings. As a fundamental function, elevator button recognition remains unsolved …

An autonomous eye-in-hand robotic system for elevator button operation based on deep recognition network

D Zhu, Z Min, T Zhou, T Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Autonomous elevator button operation is an indispensable function for robot-elevator
interaction, which has long been considered an intelligent solution for multifloor navigation …

An efficient approach for the elevator button manipulation using the visual-based self-driving mobile manipulator

TV Nguyen, JH Jeong, J Jo - Industrial Robot: the international …, 2023 - emerald.com
Purpose Because mobile manipulators are unable to climb stairs, the elevator operation is a
crucial capacity to help those kinds of robot systems work in modern multifloor buildings …

Intelligent mobile robot controller design for hotel room service with deep learning arm-based elevator manipulator

PY Yang, TH Chang, YH Chang… - … Conference on System …, 2018 - ieeexplore.ieee.org
Although mobile robots have achieved great success in indoor navigation, they are still
facing problems like operating through multi-floor hotel buildings. In this paper, a low-cost …

Automatic elevator button localization using a combined detecting and tracking framework for multi-story navigation

S Jiang, W Yao, MS Wong, M Hang, Z Hong… - IEEE …, 2019 - ieeexplore.ieee.org
Simultaneous localization and mapping (SLAM) is an important function for service robots to
self-navigate modernized buildings. However, only a few existing applications allow them to …

A large-scale dataset for benchmarking elevator button segmentation and character recognition

J Liu, Y Fang, D Zhu, N Ma, J Pan… - … on Robotics and …, 2021 - ieeexplore.ieee.org
Human activities are hugely restricted by COVID-19, recently. Robots that can conduct inter-
floor navigation attract much public attention since they can substitute human workers to …

Robust Detection for Autonomous Elevator Boarding Using a Mobile Manipulator

S Shin, JH Lee, J Noh, S Choi - Asian Conference on Pattern Recognition, 2023 - Springer
Indoor robots are becoming increasingly prevalent across a range of sectors, but the
challenge of navigating multi-level structures through elevators remains largely uncharted …

Autonomous elevator button recognition and operation framework for multi-floor mobile manipulator navigation

S Li, Y Chen, Y Meng, Y Lou - 2021 IEEE/ASME International …, 2021 - ieeexplore.ieee.org
A wheeled mobile manipulator to navigate between floors needs to recognize the
information of the elevator's buttons and operate them. This paper proposes an autonomous …