Multimodal Interaction In Image And Video Applications

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Multimodal Interaction in Image and Video Applications

Author : Angel D. Sappa
Publisher : Springer Science & Business Media
ISBN 13 : 3642359329
Total Pages : 209 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Multimodal Interaction in Image and Video Applications by : Angel D. Sappa

Download or read book Multimodal Interaction in Image and Video Applications written by Angel D. Sappa and published by Springer Science & Business Media. This book was released on 2013-01-11 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional Pattern Recognition (PR) and Computer Vision (CV) technologies have mainly focused on full automation, even though full automation often proves elusive or unnatural in many applications, where the technology is expected to assist rather than replace the human agents. However, not all the problems can be automatically solved being the human interaction the only way to tackle those applications. Recently, multimodal human interaction has become an important field of increasing interest in the research community. Advanced man-machine interfaces with high cognitive capabilities are a hot research topic that aims at solving challenging problems in image and video applications. Actually, the idea of computer interactive systems was already proposed on the early stages of computer science. Nowadays, the ubiquity of image sensors together with the ever-increasing computing performance has open new and challenging opportunities for research in multimodal human interaction. This book aims to show how existing PR and CV technologies can naturally evolve using this new paradigm. The chapters of this book show different successful case studies of multimodal interactive technologies for both image and video applications. They cover a wide spectrum of applications, ranging from interactive handwriting transcriptions to human-robot interactions in real environments.

Multimodal Processing and Interaction

Author : Petros Maragos
Publisher : Springer Science & Business Media
ISBN 13 : 0387763163
Total Pages : 380 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Multimodal Processing and Interaction by : Petros Maragos

Download or read book Multimodal Processing and Interaction written by Petros Maragos and published by Springer Science & Business Media. This book was released on 2008-12-16 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents high quality, state-of-the-art research ideas and results from theoretic, algorithmic and application viewpoints. It contains contributions by leading experts in the obsequious scientific and technological field of multimedia. The book specifically focuses on interaction with multimedia content with special emphasis on multimodal interfaces for accessing multimedia information. The book is designed for a professional audience composed of practitioners and researchers in industry. It is also suitable for advanced-level students in computer science.

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.

Machine Learning for Multimodal Interaction

Author : Andrei Popescu-Belis
Publisher : Springer
ISBN 13 : 3540781552
Total Pages : 318 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Machine Learning for Multimodal Interaction by : Andrei Popescu-Belis

Download or read book Machine Learning for Multimodal Interaction written by Andrei Popescu-Belis and published by Springer. This book was released on 2008-02-22 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 4th International Workshop on Machine Learning for Multimodal Interaction, MLMI 2007, held in Brno, Czech Republic, in June 2007. The 25 revised full papers presented together with 1 invited paper were carefully selected during two rounds of reviewing and revision from 60 workshop presentations. The papers are organized in topical sections on multimodal processing, HCI, user studies and applications, image and video processing, discourse and dialogue processing, speech and audio processing, as well as the PASCAL speech separation challenge.

Multimodal Scene Understanding

Author : Michael Ying Yang
Publisher : Academic Press
ISBN 13 : 0128173599
Total Pages : 424 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Multimodal Scene Understanding by : Michael Ying Yang

Download or read book Multimodal Scene Understanding written by Michael Ying Yang and published by Academic Press. This book was released on 2019-07-16 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimodal Scene Understanding: Algorithms, Applications and Deep Learning presents recent advances in multi-modal computing, with a focus on computer vision and photogrammetry. It provides the latest algorithms and applications that involve combining multiple sources of information and describes the role and approaches of multi-sensory data and multi-modal deep learning. The book is ideal for researchers from the fields of computer vision, remote sensing, robotics, and photogrammetry, thus helping foster interdisciplinary interaction and collaboration between these realms. Researchers collecting and analyzing multi-sensory data collections – for example, KITTI benchmark (stereo+laser) - from different platforms, such as autonomous vehicles, surveillance cameras, UAVs, planes and satellites will find this book to be very useful. - Contains state-of-the-art developments on multi-modal computing - Shines a focus on algorithms and applications - Presents novel deep learning topics on multi-sensor fusion and multi-modal deep learning

Multimodal Human Computer Interaction and Pervasive Services

Author : Grifoni, Patrizia
Publisher : IGI Global
ISBN 13 : 1605663875
Total Pages : 537 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Multimodal Human Computer Interaction and Pervasive Services by : Grifoni, Patrizia

Download or read book Multimodal Human Computer Interaction and Pervasive Services written by Grifoni, Patrizia and published by IGI Global. This book was released on 2009-05-31 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides concepts, methodologies, and applications used to design and develop multimodal systems"--Provided by publisher.

Symbiotic Interaction

Author : Giulio Jacucci
Publisher : Springer
ISBN 13 : 3319135007
Total Pages : 151 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Symbiotic Interaction by : Giulio Jacucci

Download or read book Symbiotic Interaction written by Giulio Jacucci and published by Springer. This book was released on 2014-12-05 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the third International Workshop on Symbiotic Interaction, Symbiotic 2014, held in Helsinki, Finland, in October 2014. The 8 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 16 submissions. They are organized in topical sections named: definitions of symbiotic interaction; reviews of implicit interaction; example applications; experimenting with users; and demos and posters.

Multimedia Image and Video Processing

Author : Ling Guan
Publisher : CRC Press
ISBN 13 : 1351833650
Total Pages : 1064 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Multimedia Image and Video Processing by : Ling Guan

Download or read book Multimedia Image and Video Processing written by Ling Guan and published by CRC Press. This book was released on 2017-12-19 with total page 1064 pages. Available in PDF, EPUB and Kindle. Book excerpt: As multimedia applications have become part of contemporary daily life, numerous paradigm-shifting technologies in multimedia processing have emerged over the last decade. Substantially updated with 21 new chapters, Multimedia Image and Video Processing, Second Edition explores the most recent advances in multimedia research and applications. This edition presents a comprehensive treatment of multimedia information mining, security, systems, coding, search, hardware, and communications as well as multimodal information fusion and interaction. Clearly divided into seven parts, the book begins with a section on standards, fundamental methods, design issues, and typical architectures. It then focuses on the coding of video and multimedia content before covering multimedia search, retrieval, and management. After examining multimedia security, the book describes multimedia communications and networking and explains the architecture design and implementation for multimedia image and video processing. It concludes with a section on multimedia systems and applications. Written by some of the most prominent experts in the field, this updated edition provides readers with the latest research in multimedia processing and equips them with advanced techniques for the design of multimedia systems.

The Handbook of Multimodal-Multisensor Interfaces, Volume 1

Author : Sharon Oviatt
Publisher : Morgan & Claypool
ISBN 13 : 1970001666
Total Pages : 598 pages
Book Rating : 4.9/5 (7 download)

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Book Synopsis The Handbook of Multimodal-Multisensor Interfaces, Volume 1 by : Sharon Oviatt

Download or read book The Handbook of Multimodal-Multisensor Interfaces, Volume 1 written by Sharon Oviatt and published by Morgan & Claypool. This book was released on 2017-06-01 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Machine Learning for Multimodal Interaction

Author : Steve Renals
Publisher : Springer Science & Business Media
ISBN 13 : 3540325492
Total Pages : 502 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Machine Learning for Multimodal Interaction by : Steve Renals

Download or read book Machine Learning for Multimodal Interaction written by Steve Renals and published by Springer Science & Business Media. This book was released on 2006-02-13 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the Second International Workshop on Machine Learning for Multimodal Interaction held in July 2005. The 38 revised full papers presented together with two invited papers were carefully selected during two rounds of reviewing and revision. The papers are organized in topical sections on multimodal processing, HCI and applications, discourse and dialogue, emotion, visual processing, speech and audio processing, and NIST meeting recognition evaluation.

Advanced Techniques in Multimedia Watermarking: Image, Video and Audio Applications

Author : Al-Haj, Ali Mohammad
Publisher : IGI Global
ISBN 13 : 1615209042
Total Pages : 565 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Advanced Techniques in Multimedia Watermarking: Image, Video and Audio Applications by : Al-Haj, Ali Mohammad

Download or read book Advanced Techniques in Multimedia Watermarking: Image, Video and Audio Applications written by Al-Haj, Ali Mohammad and published by IGI Global. This book was released on 2010-05-31 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book introduces readers to state-of-art research in multimedia watermarking in the different disciplines of watermarking, addressing the different aspects of advanced watermarking research; modeling and theoretical analysis, advanced embedding and extraction techniques, software and hardware implementations, and performance evaluations of watermarking systems"--Provided by publisher.

The Handbook of Multimodal-Multisensor Interfaces, Volume 3

Author : Sharon Oviatt
Publisher : Morgan & Claypool
ISBN 13 : 1970001739
Total Pages : 815 pages
Book Rating : 4.9/5 (7 download)

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Book Synopsis The Handbook of Multimodal-Multisensor Interfaces, Volume 3 by : Sharon Oviatt

Download or read book The Handbook of Multimodal-Multisensor Interfaces, Volume 3 written by Sharon Oviatt and published by Morgan & Claypool. This book was released on 2019-06-25 with total page 815 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, hand and body gestures, facial expressions, writing) embedded in multimodal-multisensor interfaces. This three-volume handbook 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 third volume focuses on state-of-the-art multimodal language and dialogue processing, including semantic integration of modalities. The development of increasingly expressive embodied agents and robots has become an active test bed for coordinating multimodal dialogue input and output, including processing of language and nonverbal communication. In addition, major application areas are featured for commercializing multimodal-multisensor systems, including automotive, robotic, manufacturing, machine translation, banking, communications, and others. These systems rely heavily on software tools, data resources, and international standards to facilitate their development. For insights into the future, emerging multimodal-multisensor technology trends are highlighted in medicine, robotics, interaction with smart spaces, and similar areas. Finally, this volume discusses the societal impact of more widespread adoption of these systems, such as privacy risks and how to mitigate them. The handbook chapters provide a number of walk-through examples of system design and processing, information on 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 need to be equipped to most effectively advance human performance during the next decade.

Intelligent Healthcare Systems

Author : Vania V. Estrela
Publisher : CRC Press
ISBN 13 : 1000954323
Total Pages : 399 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Intelligent Healthcare Systems by : Vania V. Estrela

Download or read book Intelligent Healthcare Systems written by Vania V. Estrela and published by CRC Press. This book was released on 2023-08-04 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book sheds light on medical cyber-physical systems while addressing image processing, microscopy, security, biomedical imaging, automation, robotics, network layers’ issues, software design, and biometrics, among other areas. Hence, solving the dimensionality conundrum caused by the necessity to balance data acquisition, image modalities, different resolutions, dissimilar picture representations, subspace decompositions, compressed sensing, and communications constraints. Lighter computational implementations can circumvent the heavy computational burden of healthcare processing applications. Soft computing, metaheuristic, and deep learning ascend as potential solutions to efficient super-resolution deployment. The amount of multi-resolution and multi-modal images has been augmenting the need for more efficient and intelligent analyses, e.g., computer-aided diagnosis via computational intelligence techniques. This book consolidates the work on artificial intelligence methods and clever design paradigms for healthcare to foster research and implementations in many domains. It will serve researchers, technology professionals, academia, and students working in the area of the latest advances and upcoming technologies employing smart systems’ design practices and computational intelligence tactics for medical usage. The book explores deep learning practices within particularly difficult computational types of health problems. It aspires to provide an assortment of novel research works that focuses on the broad challenges of designing better healthcare services.

Interactions, Images and Texts

Author : Sigrid Norris
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1614511179
Total Pages : 416 pages
Book Rating : 4.6/5 (145 download)

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Book Synopsis Interactions, Images and Texts by : Sigrid Norris

Download or read book Interactions, Images and Texts written by Sigrid Norris and published by Walter de Gruyter GmbH & Co KG. This book was released on 2014-08-20 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimodality is a fast-growing interdisciplinary approach that aims to analyze the interplay of multiple modes such as gaze, gesture or spoken language that are utilized in interaction, and to examine the multimodal production and consumption of communicated messages. This Reader provides a comprehensive text of current research into multimodality, outlining in-depth delineation of each primary theoretical and methodological approach, as well as personal accounts of scholars, who are responsible for the various approaches’ advancements. The book additionally offers a plethora of analysis chapters, written by scholars from across the world, with vastly diverse themes ranging from buying popcorn, protests in Oman, coaching sessions and identity, to kitesurfing, typography, TV news, billboards, workplace practices, or analyzing web pages, Facebook, comic books, and more. Flexible and easy to use, the Reader includes key terms, suggested further readings, and a project idea for each chapter. The key terms for the chapters also comprise the extensive alphabetical glossary. Brief introductions for the analysis chapters, written by the editors, summarize the topic, explain the methodology used, outline the thematic orientation, and link each chapter to other chapters in the book. Showcasing multimodal analysis in detail, this Reader is essential reading for undergraduate and postgraduate students, for emergent researchers, and for advanced scholars who wish to gain insight into the current state of multimodal research.

Analyzing Multimodal Interaction

Author : Sigrid Norris
Publisher : Routledge
ISBN 13 : 1134333870
Total Pages : 190 pages
Book Rating : 4.1/5 (343 download)

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Book Synopsis Analyzing Multimodal Interaction by : Sigrid Norris

Download or read book Analyzing Multimodal Interaction written by Sigrid Norris and published by Routledge. This book was released on 2004-06-10 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to understanding and investigating the multiple modes of communication, verbal and non-verbal. Sets out clear methodology to help readers conduct their own analysis and includes many real examples.

Multimodal Interface for Human-machine Communication

Author : P. C. Yuen
Publisher : World Scientific
ISBN 13 : 9789810245948
Total Pages : 288 pages
Book Rating : 4.2/5 (459 download)

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Book Synopsis Multimodal Interface for Human-machine Communication by : P. C. Yuen

Download or read book Multimodal Interface for Human-machine Communication written by P. C. Yuen and published by World Scientific. This book was released on 2002 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advance of speech, image and video technology, human-computer interaction (HCI) will reach a new phase.In recent years, HCI has been extended to human-machine communication (HMC) and the perceptual user interface (PUI). The final goal in HMC is that the communication between humans and machines is similar to human-to-human communication. Moreover, the machine can support human-to-human communication (e.g. an interface for the disabled). For this reason, various aspects of human communication are to be considered in HMC. The HMC interface, called a multimodal interface, includes different types of input methods, such as natural language, gestures, face and handwriting characters.The nine papers in this book have been selected from the 92 high-quality papers constituting the proceedings of the 2nd International Conference on Multimodal Interface (ICMI '99), which was held in Hong Kong in 1999. The papers cover a wide spectrum of the multimodal interface.

Distributed, Ambient, and Pervasive Interactions

Author : Norbert Streitz
Publisher : Springer
ISBN 13 : 3319208047
Total Pages : 708 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Distributed, Ambient, and Pervasive Interactions by : Norbert Streitz

Download or read book Distributed, Ambient, and Pervasive Interactions written by Norbert Streitz and published by Springer. This book was released on 2015-07-21 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Distributed, Ambient, and Pervasive Interactions, DAPI 2015, held as part of the 17th International Conference on Human-Computer Interaction, HCII 2015, held in Los Angeles, CA, USA, in August 2015, jointly with 15 other thematically conferences. The total of 1462 papers and 246 posters presented at the HCII 2015 conferences were carefully reviewed and selected from 4843 submissions. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers accepted for presentation thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. This volume contains papers addressing the following major topics: designing and developing intelligent environments; natural interaction; design and development of distributed, ambient and pervasive interactions; smart devices, objects and materials; location, motion and activity recognition; smart cities and communities; and humor in ambient intelligence.