Multimodal Processing And Interaction
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Multimodal Processing And Interaction
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Author : Petros Maragos
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-12-16
Multimodal Processing And Interaction written by Petros Maragos and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-16 with Computers categories.
Multimodal Processing and Interaction: Audio, Video and Text presents high quality, state-of-the-art research ideas and results from theoretic, algorithmic and application viewpoints. This edited volume contains both state-of-the-art reviews and original contributions by leading experts in the scientific and technological field of multimedia. It grew out of a four-year collaboration among research groups participating in the European network of Excellence on Multimedia Understanding, Semantics, Computation and Learning (MUSCLE). Multimodal Processing and Interaction: Audio, Video and Text covers a broad spectrum of novel perspectives, analytic tools, algorithms, design practices and applications in multimedia science and engineering with emphasis on multimodal integration and modality fusion. This volume also contains contributions in the area of interaction with multimedia, especially multimodal interfaces for accessing multimedia content. Multimodal Processing and Interaction: Audio, Video and Text is designed for a professional audience composed of practitioners and researchers in industry and academia. This book is suitable for advanced-level students in computer science and engineering as well.
Multimodal Signal Processing
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Author : Jean-Philippe Thiran
language : en
Publisher: Academic Press
Release Date : 2009-11-11
Multimodal Signal Processing written by Jean-Philippe Thiran and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-11-11 with Computers categories.
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.
Artificial Intelligence And Multimodal Signal Processing In Human Machine Interaction
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Author : Abdulhamit Subasi
language : en
Publisher: Elsevier
Release Date : 2024-09-18
Artificial Intelligence And Multimodal Signal Processing In Human Machine Interaction written by Abdulhamit Subasi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-18 with Science categories.
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
Speech Image And Language Processing For Human Computer Interaction Multi Modal Advancements
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Author : Tiwary, Uma Shanker
language : en
Publisher: IGI Global
Release Date : 2012-04-30
Speech Image And Language Processing For Human Computer Interaction Multi Modal Advancements written by Tiwary, Uma Shanker and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-04-30 with Computers categories.
"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.
The Handbook Of Multimodal Multisensor Interfaces Volume 1
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Author : Sharon Oviatt
language : en
Publisher: Morgan & Claypool
Release Date : 2017-06-01
The Handbook Of Multimodal Multisensor Interfaces Volume 1 written by Sharon Oviatt and has been published by Morgan & Claypool this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-01 with Computers categories.
The Handbook of Multimodal-Multisensor Interfaces provides the first authoritative resource on what has become the dominant paradigm for new computer interfaces— user input involving new media (speech, multi-touch, gestures, writing) embedded in multimodal-multisensor interfaces. These interfaces support smart phones, wearables, in-vehicle and robotic applications, and many other areas that are now highly competitive commercially. This edited collection is written by international experts and pioneers in the field. It provides a textbook, reference, and technology roadmap for professionals working in this and related areas. This first volume of the handbook presents relevant theory and neuroscience foundations for guiding the development of high-performance systems. Additional chapters discuss approaches to user modeling and interface designs that support user choice, that synergistically combine modalities with sensors, and that blend multimodal input and output. This volume also highlights an in-depth look at the most common multimodal-multisensor combinations—for example, touch and pen input, haptic and non-speech audio output, and speech-centric systems that co-process either gestures, pen input, gaze, or visible lip movements. A common theme throughout these chapters is supporting mobility and individual differences among users. These handbook chapters provide walk-through examples of system design and processing, information on tools and practical resources for developing and evaluating new systems, and terminology and tutorial support for mastering this emerging field. In the final section of this volume, experts exchange views on a timely and controversial challenge topic, and how they believe multimodal-multisensor interfaces should be designed in the future to most effectively advance human performance.
The Handbook Of Translation And Cognition
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Author : John W. Schwieter
language : en
Publisher: John Wiley & Sons
Release Date : 2020-01-09
The Handbook Of Translation And Cognition written by John W. Schwieter and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-09 with Language Arts & Disciplines categories.
The Handbook of Translation and Cognition is a pioneering, state-of-the-art investigation of cognitive approaches to translation and interpreting studies (TIS). Offers timely and cutting-edge coverage of the most important theoretical frameworks and methodological innovations Contains original contributions from a global group of leading researchers from 18 countries Explores topics related to translator and workplace characteristics including machine translation, creativity, ergonomic perspectives, and cognitive effort, and competence, training, and interpreting such as multimodal processing, neurocognitive optimization, process-oriented pedagogies, and conceptual change Maps out future directions for cognition and translation studies, as well as areas in need of more research within this dynamic field
Machine Learning For Multimodal Interaction
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Author : Samy Bengio
language : en
Publisher: Springer
Release Date : 2005-01-17
Machine Learning For Multimodal Interaction written by Samy Bengio and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-17 with Computers categories.
This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Machine Learning for Multimodal Interaction, MLMI 2004, held in Martigny, Switzerland in June 2004. The 30 revised full papers presented were carefully selected during two rounds of reviewing and revision. The papers are organized in topical sections on HCI and applications, structuring and interaction, multimodal processing, speech processing, dialogue management, and vision and emotion.
Analyzing Multimodal Interaction
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Author : Sigrid Norris
language : en
Publisher: Routledge
Release Date : 2004-06-10
Analyzing Multimodal Interaction written by Sigrid Norris and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-10 with Language Arts & Disciplines categories.
Our perception of our everyday interactions is shaped by more than what is said. From coffee with friends to interviews, meetings with colleagues and conversations with strangers, we draw on both verbal and non-verbal behaviour to judge and consider our experiences. Analyzing Multimodal Interaction is a practical guide to understanding and investigating the multiple modes of communication, and provides an essential guide for those undertaking field work in a range of disciplines, including linguistics, sociology, education, anthropology and psychology. The book offers a clear methodology to help the reader carry out their own integrative analysis, equipping them with the tools they need to analyze a situation from different points of view. Drawing on research into conversational analysis and non-verbal behaviour such as body movement and gaze, it also considers the role of the material world in our interactions, exploring how we use space and objects - such as our furniture and clothes - to express ourselves. Considering a range of real examples, such as traffic police officers at work, doctor-patient meetings, teachers and students, and friends reading magazines together, the book offers lively demonstrations of multimodal discourse at work. Illustrated throughout and featuring a mini-glossary in each chapter, further reading, and advice on practical issues such as making transcriptions and video and audio recordings, this practical guide is an essential resource for anyone interested in the multiple modes of human interaction.
Multimodal Interactive Handwritten Text Transcription
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Author : Veronica Romero
language : en
Publisher: World Scientific
Release Date : 2012-05-21
Multimodal Interactive Handwritten Text Transcription written by Veronica Romero and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-21 with Computers categories.
This book presents an interactive multimodal approach for efficient transcription of handwritten text images. This approach, rather than full automation, assists the expert in the recognition and transcription process.Until now, handwritten text recognition (HTR) systems are far from being perfect and heavy human intervention is often required to check and correct the results of such systems. The interactive scenario studied in this book combines the efficiency of automatic handwriting recognition systems with the accuracy of the experts, leading to a cost-effective perfect transcription of the handwritten text images.The interactive system here allows the user to repeatedly interact with the system. Hence, the quality and ergonomy of the interactive process is crucial for the success of the system. Moreover, more ergonomic multimodal interfaces are used to obtain an easier and more comfortable human-machine interaction.
Multimodal Interactive Systems Management
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Author : Herve Bourlard
language : en
Publisher: CRC Press
Release Date : 2014-01-07
Multimodal Interactive Systems Management written by Herve Bourlard and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-07 with Science categories.
This book provides a synthesis of the multifaceted field of interactive multimodal information management. The subjects treated include spoken language processing, image and video processing, document and handwriting analysis, identity information and interfaces. The book concludes with an overview of the highlights of the progress of the field dur