Tactile and vision perception for intelligent humanoids

S Gao, Y Dai, A Nathan - Advanced Intelligent Systems, 2022 - Wiley Online Library
Touch and vision perception are two important functions humans use to interact with the real
world. To mimic human‐like abilities, tactile‐and visual‐sensing‐based intelligent …

Integration of Flexible Touch Panels and Machine Learning: Applications and Techniques

J Zheng, Y Chen, Z Wu, Y Wang… - Advanced Intelligent …, 2024 - Wiley Online Library
The rapid advancement of mobile devices and human–machine interaction technologies
has ushered in a new era for flexible touch panels as a novel input interface. This article …

Highly transparent and adhesive poly (vinylidene difluoride) films for self-powered piezoelectric touch sensors

QQ Li, GK Wang, ZX Liang, ZJ Hu - Chinese Journal of Polymer Science, 2022 - Springer
With the rapid development of internet of things, self-powered touch sensors made of
piezoelectric fluorinated polymers have attracted significant interest because they can …

A touch orientation classification-based force–voltage responsivity stabilization method for piezoelectric force sensing in interactive displays

S Gao, R Guo, M Shao, L Xu - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Piezoelectric force touch panels have attracted a significant amount of interest in the field of
human-machine interactivity, owing to its merits, such as a low power consumption, high …

A capacitive information-based force-voltage responsivity stabilization method for piezoelectric touch panels

A Huang, S Gao, Y Dai, V Kitsos… - IEEE Journal of the …, 2019 - ieeexplore.ieee.org
Piezoelectric force touch panels receive increased attentions in recent years. However, user-
induced nonstable force-voltage responsivity limits their successful use in interactive …

Ensemble learning-based technique for force classifications in piezoelectric touch panels

Y Liu, S Gao, A Huang, J Zhu, L Xu… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Human-machine interfaces (HMI) based on piezoelectric sensors have been receiving
increasing attention due to their high force detection accuracy and low energy consumption …

A machine-learning-based touch orientation detection method for piezoelectric touch sensing in noisy environment

Y Lu, Z Cui, R Guo, L Xu, S Gao - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Touch orientation detection is important for piezoelectric touch panels to stabilize force-
voltage responsivities. Current touch orientation estimation techniques utilize machine …

4-dimensional sensing in interactive displays enabled by both capacitive and piezoelectric based touch panel

S Gao, Y Shi, Q Liu, L Xu, B Fu, Z Yang - IEEE Access, 2019 - ieeexplore.ieee.org
Interactive displays have been intensively used in consumer electronics, eg, smartphones,
for providing highly efficient human-machine interactions, assisting users to process a vast …

Touch Identification on Sensitive Robot Skin Using Time Domain Reflectometry and Machine Learning Methods

P Kostka, A Winkler, A Haidar, MG Khan… - … for Digitising Industry …, 2022 - taylorfrancis.com
The article presents the proof of concept of a novel sensor system for robotic HMI
applications, mimicking the human sense of touch. An artificial sensitive skin, consisting of a …

Rectified artificial neural networks for long-term force sensing in piezoelectric touch panels

Y Liu, Q Gao, R Zhang, S Gao, A Huang, W Wang - 2023 - researchsquare.com
Human-machine interface based on force touch panel has attract enormous attention, for the
merits of high human-machine interaction efficiency. Many studies and researches are …