Signal Processing to Drive Human-Computer Interaction - EEG and eye-controlled interfaces (Hardcover)

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.

General

Imprint:	Institution Of Engineering And Technology
Country of origin:	United Kingdom
Series:	Control, Robotics and Sensors
Release date:	July 2020
First published:	2020
Editors:	Spiros Nikolopoulos (Senior Researcher) • Chandan Kumar (Post-Doctoral Researcher) • Ioannis Kompatsiaris (Senior Researcher)
Dimensions:	234 x 156mm (L x W)
Format:	Hardcover
Pages:	312
ISBN-13:	978-1-78561-919-9
Categories:	Books > Computing & IT > Applications of computing > Signal processing Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > General
LSN:	1-78561-919-5
Barcode:	9781785619199

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