Social touch gesture recognition using convolutional neural network

S Albawi, O Bayat, S Al-Azawi… - Computational …, 2018 - Wiley Online Library
Recently, social touch gesture recognition has been considered an important topic for touch
modality, which can lead to highly efficient and realistic human‐robot interaction. In this …

Design for an art therapy robot: An explorative review of the theoretical foundations for engaging in emotional and creative painting with a robot

MD Cooney, MLR Menezes - Multimodal Technologies and Interaction, 2018 - mdpi.com
Social robots are being designed to help support people's well-being in domestic and public
environments. To address increasing incidences of psychological and emotional difficulties …

An exploration of the benefits of an animallike robot companion with more advanced touch interaction capabilities for dementia care

MM Jung, L Van der Leij, SM Kelders - Frontiers in ICT, 2017 - frontiersin.org
Animallike robot companions such as robotic seal Paro are increasingly used in dementia
care due to the positive effects that interaction with these robots can have on the well-being …

Endowing a NAO robot with practical social-touch perception

RB Burns, H Lee, H Seifi, R Faulkner… - Frontiers in Robotics …, 2022 - frontiersin.org
Social touch is essential to everyday interactions, but current socially assistive robots have
limited touch-perception capabilities. Rather than build entirely new robotic systems, we …

Data-driven sparse skin stimulation can convey social touch information to humans

M Salvato, SR Williams, CM Nunez… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
During social interactions, people use auditory, visual, and haptic cues to convey their
thoughts, emotions, and intentions. Due to weight, energy, and other hardware constraints, it …

Touch gesture and emotion recognition using decomposed spatiotemporal convolutions

YK Li, QH Meng, TH Yang, YX Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Touch is one of the most essential and effective means to convey affective feelings and
intentions in human communication. For a social robot, the ability to recognize human touch …

Organization and understanding of a tactile information dataset TacAct for physical human-robot interaction

P Wang, J Liu, F Hou, D Chen, Z Xia… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Human touching the robot to convey intentions or emotions is an essential communication
pathway during physical Human-Robot Interaction (pHRI). Therefore, advanced service …

Mediated Social Touch With Mobile Devices: A Review of Designs and Evaluations

Q Wei, M Li, J Hu - IEEE Transactions on Haptics, 2023 - ieeexplore.ieee.org
Background: Mediated social touch has been widely studied for remote affective
communication in the field of human-computer interaction. Goal: We conducted this literature …

1-D convolutional neural networks for touch modalities classification

C Gianoglio, E Ragusa, R Zunino… - 2021 28th IEEE …, 2021 - ieeexplore.ieee.org
Artificial tactile systems can facilitate the life of people suffering from a loss of the sense of
touch. These systems use sensors and digital, battery-operated embedded units for data …

Trade-off between accuracy and computational cost with neural architecture search: A novel strategy for tactile sensing design

C Gianoglio, E Ragusa, P Gastaldo… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
This letter presents a neural architecture search to optimize tactile elaboration systems
taking into account the computational cost of the whole pipeline consisting of data …