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Signal Processing to Drive Human-Computer Interaction

Signal Processing to Drive Human-Computer Interaction

EEG and eye-controlled interfaces

by Ioannis KompatsiarisChandan Kumar and Spiros Nikolopoulos
Hardback
Publication Date: 08/07/2020

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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.
ISBN:
9781785619199
9781785619199
Category:
Signal processing
Format:
Hardback
Publication Date:
08-07-2020
Publisher:
Institution of Engineering and Technology
Country of origin:
United Kingdom
Pages:
312
Dimensions (mm):
234x156mm

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