Signal Processing to Drive Human-Computer Interaction: EEG and Eye-Controlled Interfaces

$15.99

Signal Processing to Drive Human-Computer Interaction: EEG and Eye-Controlled Interfaces
Authors: Spiros Nikolopoulos (editor)
Year: 2020
Publisher: Institution of Engineering and Technology
Language: English
ISBN 13: 9781785619199
ISBN 10: 1785619195
Categories: Computers, Hardware
Pages: 320 / 319
Edition:

Availability: 5000 in stock

SKU: 9781785619199 Categories: ,

Signal Processing to Drive Human-Computer Interaction: EEG and Eye-Controlled Interfaces Spiros Nikolopoulos (editor), Chandan Kumar (editor), Ioannis Kompatsiaris (editor)
The evolution of eye tracking and brain-computer interfaces has given a new perspective on the control channels that can be used for interacting with computer applications. In this book leading researchers show how these technologies can be used as control channels with signal processing algorithms and interface adaptations to drive a human-computer interface. Topics included in the book include a comprehensive overview of eye-mind interaction incorporating algorithm and interface developments; modeling the (dis)abilities of people with motor impairment and their computer use requirements and expectations from assistive interfaces; and signal processing aspects including acquisition, preprocessing, enhancement, feature extraction, and classification of eye gaze, EEG (Steady-state visual evoked potentials, motor imagery and error-related potentials) and near-infrared spectroscopy (NIRS) signals. Finally, the book presents a comprehensive set of guidelines, with examples, for conducting evaluations to assess usability, performance, and feasibility of multi-model interfaces combining eye gaze and EEG based interaction algorithms. The contributors to this book are researchers, engineers, clinical experts, and industry practitioners who have collaborated on these topics, providing an interdisciplinary perspective on the underlying challenges of eye and mind interaction and outlining future directions in the field. Categories:
Computers – Hardware
Year:
2020
Publisher:
Institution of Engineering and Technology
Language:
english
Pages:
312 / 292
ISBN 10:
1785619195
ISBN 13:
9781785619199
Series:
Control, Robotics and Sensors
File:
53 MB

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Signal Processing to Drive Human-Computer Interaction: EEG and Eye-Controlled Interfaces
$15.99

Availability: 5000 in stock