Signal Processing To Drive Human Computer Interaction

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Signal Processing to Drive Human-Computer Interaction

Author : Spiros Nikolopoulos
Publisher : Institution of Engineering and Technology
ISBN 13 : 1785619195
Total Pages : 308 pages
Book Rating : 4.7/5 (856 download)

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Book Synopsis Signal Processing to Drive Human-Computer Interaction by : Spiros Nikolopoulos

Download or read book Signal Processing to Drive Human-Computer Interaction written by Spiros Nikolopoulos and published by Institution of Engineering and Technology. This book was released on 2020-03-28 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multimodal Signal Processing

Author : Jean-Philippe Thiran
Publisher : Academic Press
ISBN 13 : 0080888690
Total Pages : 343 pages
Book Rating : 4.0/5 (88 download)

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Book Synopsis Multimodal Signal Processing by : Jean-Philippe Thiran

Download or read book Multimodal Signal Processing written by Jean-Philippe Thiran and published by Academic Press. This book was released on 2009-11-11 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimodal signal processing is an important research and development field that processes signals and combines information from a variety of modalities – speech, vision, language, text – which significantly enhance the understanding, modelling, and performance of human-computer interaction devices or systems enhancing human-human communication. The overarching theme of this book is the application of signal processing and statistical machine learning techniques to problems arising in this multi-disciplinary field. It describes the capabilities and limitations of current technologies, and discusses the technical challenges that must be overcome to develop efficient and user-friendly multimodal interactive systems. With contributions from the leading experts in the field, the present book should serve as a reference in multimodal signal processing for signal processing researchers, graduate students, R&D engineers, and computer engineers who are interested in this emerging field. Presents state-of-art methods for multimodal signal processing, analysis, and modeling Contains numerous examples of systems with different modalities combined Describes advanced applications in multimodal Human-Computer Interaction (HCI) as well as in computer-based analysis and modelling of multimodal human-human communication scenes.

Special Issue: Signal Processing Applications in Human Computer Interaction

Author : Ibrahiem M. M. El Emary
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (951 download)

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Book Synopsis Special Issue: Signal Processing Applications in Human Computer Interaction by : Ibrahiem M. M. El Emary

Download or read book Special Issue: Signal Processing Applications in Human Computer Interaction written by Ibrahiem M. M. El Emary and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Speech, Image, and Language Processing for Human Computer Interaction: Multi-Modal Advancements

Author : Tiwary, Uma Shanker
Publisher : IGI Global
ISBN 13 : 1466609559
Total Pages : 387 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Speech, Image, and Language Processing for Human Computer Interaction: Multi-Modal Advancements by : Tiwary, Uma Shanker

Download or read book Speech, Image, and Language Processing for Human Computer Interaction: Multi-Modal Advancements written by Tiwary, Uma Shanker and published by IGI Global. This book was released on 2012-04-30 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book identifies the emerging research areas in Human Computer Interaction and discusses the current state of the art in these areas"--Provided by publisher.

Intelligent Human Computer Interaction

Author : Patrick Horain
Publisher : Springer
ISBN 13 : 3319720384
Total Pages : 227 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Intelligent Human Computer Interaction by : Patrick Horain

Download or read book Intelligent Human Computer Interaction written by Patrick Horain and published by Springer. This book was released on 2017-12-04 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 9th International Conference on Intelligent Human Computer Interaction, IHCI 2017, held in Evry, France, in December 2017. The 15 papers presented together with three invited papers were carefully reviewed and selected from 25 submissions. The conference is forum for the presentation of technological advances and research results at the crossroads of human-computer interaction, artificial intelligence, signal processing and computer vision. This book is open access under a CC BY license.

Brain-Computer Interfaces

Author : Desney S. Tan
Publisher : Springer Science & Business Media
ISBN 13 : 1849962723
Total Pages : 286 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis Brain-Computer Interfaces by : Desney S. Tan

Download or read book Brain-Computer Interfaces written by Desney S. Tan and published by Springer Science & Business Media. This book was released on 2010-06-10 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: For generations, humans have fantasized about the ability to create devices that can see into a person’s mind and thoughts, or to communicate and interact with machines through thought alone. Such ideas have long captured the imagination of humankind in the form of ancient myths and modern science fiction stories. Recent advances in cognitive neuroscience and brain imaging technologies have started to turn these myths into a reality, and are providing us with the ability to interface directly with the human brain. This ability is made possible through the use of sensors that monitor physical processes within the brain which correspond with certain forms of thought. Brain-Computer Interfaces: Applying our Minds to Human-Computer Interaction broadly surveys research in the Brain-Computer Interface domain. More specifically, each chapter articulates some of the challenges and opportunities for using brain sensing in Human-Computer Interaction work, as well as applying Human-Computer Interaction solutions to brain sensing work. For researchers with little or no expertise in neuroscience or brain sensing, the book provides background information to equip them to not only appreciate the state-of-the-art, but also ideally to engage in novel research. For expert Brain-Computer Interface researchers, the book introduces ideas that can help in the quest to interpret intentional brain control and develop the ultimate input device. It challenges researchers to further explore passive brain sensing to evaluate interfaces and feed into adaptive computing systems. Most importantly, the book will connect multiple communities allowing research to leverage their work and expertise and blaze into the future.

Brain-Computer Interfaces

Author : Bernhard Graimann
Publisher : Springer Science & Business Media
ISBN 13 : 3642020917
Total Pages : 397 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Brain-Computer Interfaces by : Bernhard Graimann

Download or read book Brain-Computer Interfaces written by Bernhard Graimann and published by Springer Science & Business Media. This book was released on 2010-10-29 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: A brain-computer interface (BCI) establishes a direct output channel between the human brain and external devices. BCIs infer user intent via direct measures of brain activity and thus enable communication and control without movement. This book, authored by experts in the field, provides an accessible introduction to the neurophysiological and signal-processing background required for BCI, presents state-of-the-art non-invasive and invasive approaches, gives an overview of current hardware and software solutions, and reviews the most interesting as well as new, emerging BCI applications. The book is intended not only for students and young researchers, but also for newcomers and other readers from diverse backgrounds keen to learn about this vital scientific endeavour.

Cognitive Systems and Signal Processing

Author : Fuchun Sun
Publisher : Springer
ISBN 13 : 9811379831
Total Pages : 582 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Cognitive Systems and Signal Processing by : Fuchun Sun

Download or read book Cognitive Systems and Signal Processing written by Fuchun Sun and published by Springer. This book was released on 2019-04-27 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set (CCIS 1005 and CCIS 1006) constitutes the refereed proceedings of the 4th International Conference on Cognitive Systems and Signal Processing, ICCSIP2018, held in Beijing, China, in November and December 2018. The 96 revised full papers presented were carefully reviewed and selected from 169 submissions. The papers are organized in topical sections on vision and image; algorithms; robotics; human-computer interaction; deep learning; information processing and automatic driving.

In-Vehicle Corpus and Signal Processing for Driver Behavior

Author : Kazuya Takeda
Publisher : Springer Science & Business Media
ISBN 13 : 0387795820
Total Pages : 252 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis In-Vehicle Corpus and Signal Processing for Driver Behavior by : Kazuya Takeda

Download or read book In-Vehicle Corpus and Signal Processing for Driver Behavior written by Kazuya Takeda and published by Springer Science & Business Media. This book was released on 2009-06-29 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: In-Vehicle Corpus and Signal Processing for Driver Behavior is comprised of expanded papers from the third biennial DSPinCARS held in Istanbul in June 2007. The goal is to bring together scholars working on the latest techniques, standards, and emerging deployment on this central field of living at the age of wireless communications, smart vehicles, and human-machine-assisted safer and comfortable driving. Topics covered in this book include: improved vehicle safety; safe driver assistance systems; smart vehicles; wireless LAN-based vehicular location information processing; EEG emotion recognition systems; and new methods for predicting driving actions using driving signals. In-Vehicle Corpus and Signal Processing for Driver Behavior is appropriate for researchers, engineers, and professionals working in signal processing technologies, next generation vehicle design, and networks for mobile platforms.

Signal Processing in Human-Computer Interface

Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (134 download)

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Book Synopsis Signal Processing in Human-Computer Interface by :

Download or read book Signal Processing in Human-Computer Interface written by and published by . This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Low efficiency of the common Human-Computer Interface (HCI) such as keyboard and mouse are exposed when operations become more and more complex. It's needed to study on advanced HCI like Brain-Computer Interface (BCI) to improve efficiency and develop new functions. BCI has potentials to be applied in driving systems and is usually used to detect the drowsiness of drivers. Once the driver is detected as being drowsy, a driving assistance system will alert him/her or the car becomes semi-autonomous. In the field of drowsiness detection, bio signal processing with a 10-20 System is the common method. Unfortunately, this method is not very accurate because of the limitation of the unknown knowledge about brain waves and judgment error on the true value of drowsiness state as well as the influence of many factors such as age, alcohol and drug. In this thesis, we studied a probabilistic neural network (PNN) based on Lempel-Ziv Complexity, Approximate Entropy, and a rational band feature. Experimental results indicate that 82% accuracy was achieved by using this PNN model for predicting the human drowsiness. We also investigated the eye movement analysis and alcohol influence on the drowsiness.

Cognitive Systems and Signal Processing

Author : Fuchun Sun
Publisher :
ISBN 13 : 9789811379871
Total Pages : 534 pages
Book Rating : 4.3/5 (798 download)

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Book Synopsis Cognitive Systems and Signal Processing by : Fuchun Sun

Download or read book Cognitive Systems and Signal Processing written by Fuchun Sun and published by . This book was released on 2019 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set (CCIS 1005 and CCIS 1006) constitutes the refereed proceedings of the 4th International Conference on Cognitive Systems and Signal Processing, ICCSIP2018, held in Beijing, China, in November and December 2018. The 96 revised full papers presented were carefully reviewed and selected from 169 submissions. The papers are organized in topical sections on vision and image; algorithms; robotics; human-computer interaction; deep learning; information processing and automatic driving. --

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction

Author : Friedhelm Schwenker
Publisher : Springer
ISBN 13 : 3319148990
Total Pages : 151 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction by : Friedhelm Schwenker

Download or read book Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction written by Friedhelm Schwenker and published by Springer. This book was released on 2015-01-03 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the Third IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2014, held in Stockholm, Sweden, in August 2014, as a satellite event of the International Conference on Pattern Recognition, ICPR 2014. The 14 revised papers presented focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion recognition, user identification, and recognition of human activities.

Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction

Author : Abdulhamit Subasi
Publisher : Elsevier
ISBN 13 : 0443291519
Total Pages : 426 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction by : Abdulhamit Subasi

Download or read book Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction written by Abdulhamit Subasi and published by Elsevier. This book was released on 2024-10-07 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction presents an overview of an emerging field that is concerned with exploiting multiple modalities of communication in both Artificial Intelligence and Human-Machine Interaction. The book not only provides cross disciplinary research in the fields of multimodal signal acquisition and sensing, analysis, IoTs (Internet of Things), Artificial Intelligence, and system architectures, it also evaluates the role of Artificial Intelligence I in relation to the realization of contemporary Human Machine Interaction (HMI) systems. Readers are introduced to the multimodal signals and their role in the identification of the intended subjects, mental state and the realization of HMI systems are explored, and the applications of signal processing and machine/ensemble/deep learning for HMIs are assessed. A description of proposed methodologies is provided, and related works are also presented. This is a valuable resource for researchers, health professionals, postgraduate students, post doc researchers and faculty members in the fields of HMIs, Brain-Computer Interface (BCI), Prosthesis, Computer vision, and Mental state estimation, and all those who wish to broaden their knowledge in the allied field. Covers advances in the multimodal signal processing and artificial intelligence assistive HMIs Presents theories, algorithms, realizations, applications, approaches, and challenges that will have their impact and contribution in the design and development of modern and effective HMI (Human Machine Interaction) system Presents different aspects of the multimodal signals, from the sensing to analysis using hardware/software, and making use of machine/ensemble/deep learning in the intended problem-solving

Digital Signal Processing for In-Vehicle Systems and Safety

Author : John H.L. Hansen
Publisher : Springer Science & Business Media
ISBN 13 : 1441996079
Total Pages : 332 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Digital Signal Processing for In-Vehicle Systems and Safety by : John H.L. Hansen

Download or read book Digital Signal Processing for In-Vehicle Systems and Safety written by John H.L. Hansen and published by Springer Science & Business Media. This book was released on 2012-02-02 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compiled from papers of the 4th Biennial Workshop on DSP (Digital Signal Processing) for In-Vehicle Systems and Safety this edited collection features world-class experts from diverse fields focusing on integrating smart in-vehicle systems with human factors to enhance safety in automobiles. Digital Signal Processing for In-Vehicle Systems and Safety presents new approaches on how to reduce driver inattention and prevent road accidents. The material addresses DSP technologies in adaptive automobiles, in-vehicle dialogue systems, human machine interfaces, video and audio processing, and in-vehicle speech systems. The volume also features recent advances in Smart-Car technology, coverage of autonomous vehicles that drive themselves, and information on multi-sensor fusion for driver ID and robust driver monitoring. Digital Signal Processing for In-Vehicle Systems and Safety is useful for engineering researchers, students, automotive manufacturers, government foundations and engineers working in the areas of control engineering, signal processing, audio-video processing, bio-mechanics, human factors and transportation engineering.

DSP for In-Vehicle and Mobile Systems

Author : Huseyin Abut
Publisher : Springer Science & Business Media
ISBN 13 : 0387229795
Total Pages : 320 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis DSP for In-Vehicle and Mobile Systems by : Huseyin Abut

Download or read book DSP for In-Vehicle and Mobile Systems written by Huseyin Abut and published by Springer Science & Business Media. This book was released on 2006-01-16 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: DSP for In-Vehicle and Mobile Systems is focused on digital signal processing strategies for improving information access, command and control, and communications for in-vehicle environments. It is expected that the next generation of human-to-vehicle interfaces will incorporate speech, video/image, and wireless communication modalities to provide more comfortable and safer driving ambiance. It is also expected that vehicles will become "smarter" and provide a level of wireless information sharing of resources regarding road, weather, traffic, and other information that drivers may need immediately or request at a later time while driving on the road. The format of this work centers on three themes: in-vehicle corpora, speech recognition/dialog systems with emphasis on car environments, and digital signal processing for mobile platforms involving noise suppression, image/video processing, and alternative communication scenarios that can be employed for in-vehicle applications. DSP for In-Vehicle and Mobile Systems is appropriate for researchers and professionals working in signal processing technologies, next generation vehicle design and networked-communications.

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction

Author : Friedhelm Schwenker
Publisher : Springer
ISBN 13 : 3319592599
Total Pages : 169 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction by : Friedhelm Schwenker

Download or read book Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction written by Friedhelm Schwenker and published by Springer. This book was released on 2017-05-30 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the Fourth IAPR TC9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2016, held in Cancun, Mexico, in December 2016. The 13 revised papers presented focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion recognition, user identification, and recognition of human activities.

Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments

Author : Julie A. Jacko
Publisher : Springer
ISBN 13 : 3540731105
Total Pages : 1049 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments by : Julie A. Jacko

Download or read book Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments written by Julie A. Jacko and published by Springer. This book was released on 2007-08-24 with total page 1049 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is the third of a four-volume set that constitutes the refereed proceedings of the 12th International Conference on Human-Computer Interaction, HCII 2007, held in Beijing, China, in July 2007, jointly with eight other thematically similar conferences. It covers multimodality and conversational dialogue; adaptive, intelligent and emotional user interfaces; gesture and eye gaze recognition; and interactive TV and media.