Electroencephalogram based communication system for locked in state person using mentally spelled tasks with optimized network model

X Xiaoxiao, L Bin, S Ramkumar, S Saravanan… - Artificial Intelligence in …, 2020 - Elsevier
Due to growth in population, Individual persons with disabilities are increasing daily. To
overcome the disability especially in Locked in State (LIS) due to Spinal Cord Injury (SCI) …

Advancements in synthetic generation for contactless palmprint biometrics using stylegan2-ada and stylegan3

AMM Chowdhury, MJA Khondkar, MH Imtiaz - 2023 - preprints.org
In addressing the challenges of data scarcity in biometrics, this study explores the
generation of synthetic palmprint images as an efficient, cost effective, and privacy …

[PDF][PDF] Automatic Generation of Synthetic Palm Images

AMM Chowdhury, SMS Hossain… - Proceedings of the …, 2022 - researchgate.net
A new method for synthetic palm image generation is proposed in this paper based on
StyleGAN2-ADA, a specialized GAN architecture. This method is based on the modification …

A machine learning approach for person authentication from EEG signals

AMM Chowdhury, MH Imtiaz - 2023 IEEE 32nd …, 2023 - ieeexplore.ieee.org
Nowadays, electroencephalogram (EEG) is an emerging modality in the field of biometrics
and helps to acquire characteristic brain signals from the scalp surface corresponding to …

Single-channel region-based speller for controlling home appliances

PK Shukla, RK Chaurasiya, S Verma - Research Anthology on …, 2022 - igi-global.com
The brain-computer interface (BCI) system uses electroencephalography (EEG) signals for
correspondence between the human and the outside world. This BCI communication system …

Comprehensive review on brain–computer interface sensor-based smart home appliances control system

PK Shukla, RK Chaurasiya, M Sahu… - Advances in Modern …, 2020 - iopscience.iop.org
This chapter gives a comprehensive review of the sensor-based smart home automation
system. A smart home is where the machines, for example, TV, telephones, music system …

[PDF][PDF] Brainwave Controlled Wheelchair with Obstacle Detection and Alerting System

MIT Karad - academia.edu
People who have extreme coordination disabilities, such as Locked in Syndrome, is a
condition in which the patient is conscious and aware of the surroundings but is unable to …