Computer vision-based hand gesture recognition for human-robot interaction: a review

J Qi, L Ma, Z Cui, Y Yu - Complex & Intelligent Systems, 2024 - Springer
As robots have become more pervasive in our daily life, natural human-robot interaction
(HRI) has had a positive impact on the development of robotics. Thus, there has been …

A systematic review on hand gesture recognition techniques, challenges and applications

M Yasen, S Jusoh - PeerJ Computer Science, 2019 - peerj.com
Background With the development of today's technology, and as humans tend to naturally
use hand gestures in their communication process to clarify their intentions, hand gesture …

Fingertip detection and tracking for recognition of air-writing in videos

S Mukherjee, SA Ahmed, DP Dogra, S Kar… - Expert Systems with …, 2019 - Elsevier
Air-writing is the process of writing characters or words in free space using finger or hand
movements without the aid of any hand-held device. In this work, we address the problem of …

Learning the traditional art of Chinese calligraphy via three-dimensional reconstruction and assessment

M Jian, J Dong, M Gong, H Yu, L Nie… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The traditional art of Chinese calligraphy, reflecting the wisdom of the grass-roots
community, is the soul of Chinese culture. Just like many other types of craftsmanship, it is …

Data augmentation and directional feature maps extraction for in-air handwritten Chinese character recognition based on convolutional neural network

X Qu, W Wang, K Lu, J Zhou - Pattern recognition letters, 2018 - Elsevier
Recently convolutional neural networks (CNN) have demonstrated remarkable performance
in various classification problems. In this paper, we also introduce CNN into in-air …

RF-Wri: An efficient framework for RF-based device-free air-writing recognition

C Uysal, T Filik - IEEE sensors journal, 2021 - ieeexplore.ieee.org
Machines are becoming indispensable in our lives and the requirements of the human-
machine interactions are increasing. Conventional devices, such as a keyboard or touch …

Hand gesture recognition-based non-touch character writing system on a virtual keyboard

MA Rahim, J Shin, MR Islam - Multimedia Tools and Applications, 2020 - Springer
The non-touch system is a modern approach of computer-interface technology capable of
revolutionizing human-computer interaction. The interface allows the user to input data and …

Gestures and marker based low-cost interactive writing board for primary education

IU Rehman, S Ullah - Multimedia Tools and Applications, 2022 - Springer
Provision of information simply and interactively has a vital role in any stage of the teaching-
learning process especially at primary level, not only guarantees self-motivation of the …

In-air handwritten Chinese character recognition with locality-sensitive sparse representation toward optimized prototype classifier

X Qu, W Wang, K Lu, J Zhou - Pattern Recognition, 2018 - Elsevier
Locality-sensitive sparse representation based classification has been shown to be effective
for in-air handwritten Chinese character recognition (IAHCCR). In this paper, we present a …

Air-writing recognition system for Persian numbers with a novel classifier

S Mohammadi, R Maleki - The Visual Computer, 2020 - Springer
Air-writing through hand or fingertip is a functional and attractive mechanism. Since there is
usually no pen-up and pen-down in air-writing, trajectory of numbers and words in the air …