A structured and methodological review on vision-based hand gesture recognition system

F Al Farid, N Hashim, J Abdullah, MR Bhuiyan… - Journal of …, 2022 - mdpi.com
Researchers have recently focused their attention on vision-based hand gesture
recognition. However, due to several constraints, achieving an effective vision-driven hand …

Harris hawk optimization: a survey onvariants and applications

BK Tripathy, PK Reddy Maddikunta… - Computational …, 2022 - Wiley Online Library
In this review, we intend to present a complete literature survey on the conception and
variants of the recent successful optimization algorithm, Harris Hawk optimizer (HHO), along …

Innovative healthcare solutions: robust hand gesture recognition of daily life routines using 1D CNN

N Al Mudawi, H Ansar, A Alazeb, H Aljuaid… - … in Bioengineering and …, 2024 - frontiersin.org
Introduction Hand gestures are an effective communication tool that may convey a wealth of
information in a variety of sectors, including medical and education. E-learning has grown …

[Retracted] Hypertuned Deep Convolutional Neural Network for Sign Language Recognition

A Mannan, A Abbasi, AR Javed… - Computational …, 2022 - Wiley Online Library
Sign language plays a pivotal role in the lives of impaired people having speaking and
hearing disabilities. They can convey messages using hand gesture movements. American …

An evolutionary deep learning soft sensor model based on random forest feature selection technique for penicillin fermentation process

L Hua, C Zhang, W Sun, Y Li, J Xiong, MS Nazir - ISA transactions, 2023 - Elsevier
Accurate and reliable measurement of key biological parameters during penicillin
fermentation is of great significance for improving penicillin production. In this research …

Crisscross Harris hawks optimizer for global tasks and feature selection

X Wang, X Dong, Y Zhang, H Chen - Journal of Bionic Engineering, 2023 - Springer
Abstract Harris Hawks Optimizer (HHO) is a recent well-established optimizer based on the
hunting characteristics of Harris hawks, which shows excellent efficiency in solving a variety …

Caa-yolo: Combined-attention-augmented yolo for infrared ocean ships detection

J Ye, Z Yuan, C Qian, X Li - Sensors, 2022 - mdpi.com
Infrared ocean ships detection still faces great challenges due to the low signal-to-noise
ratio and low spatial resolution resulting in a severe lack of texture details for small infrared …

An efficient convergence-boosted salp swarm optimizer-based artificial neural network for the development of software fault prediction models

M Al-Laham, S Kassaymeh, MA Al-Betar… - Computers and …, 2023 - Elsevier
Abstract Machine learning (ML) approaches were employed to tackle the software fault
prediction (SFP) issue due to their consistent and rigorous performance. Multilayer …

Hand gesture recognition for characters understanding using convex Hull landmarks and geometric features

H Ansar, N Al Mudawi, SS Alotaibi, A Alazeb… - Ieee …, 2023 - ieeexplore.ieee.org
With the latest advancements, hand gesture recognition is becoming an effective way of
communication and gaining popularity from a research point of view. Hearing impaired …

Hand gesture recognition via lightweight VGG16 and ensemble classifier

ELR Ewe, CP Lee, LC Kwek, KM Lim - Applied Sciences, 2022 - mdpi.com
Gesture recognition has been studied for a while within the fields of computer vision and
pattern recognition. A gesture can be defined as a meaningful physical movement of the …