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 Video Characterization and Summarization

Author : Michael A. Smith
Publisher : Springer Science & Business Media
ISBN 13 : 0387230084
Total Pages : 214 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Multimodal Video Characterization and Summarization by : Michael A. Smith

Download or read book Multimodal Video Characterization and Summarization written by Michael A. Smith and published by Springer Science & Business Media. This book was released on 2005-12-17 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multimodal Video Characterization and Summarization is a valuable research tool for both professionals and academicians working in the video field. This book describes the methodology for using multimodal audio, image, and text technology to characterize video content. This new and groundbreaking science has led to many advances in video understanding, such as the development of a video summary. Applications and methodology for creating video summaries are described, as well as user-studies for evaluation and testing.

Machine Learning for Multimodal Interaction

Author : Steve Renals
Publisher : Springer
ISBN 13 : 3540692681
Total Pages : 482 pages
Book Rating : 4.5/5 (46 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. This book was released on 2007-01-23 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop on Machine Learning for Multimodal Interaction, MLMI 2006, held in Bethesda, MD, USA, in May 2006. The papers are organized in topical sections on multimodal processing, image and video processing, HCI and applications, discourse and dialogue, speech and audio processing, and NIST meeting recognition evaluation.

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.

Multimodal Interactive Systems Management

Author : Herve Bourlard
Publisher : CRC Press
ISBN 13 : 1482212137
Total Pages : 367 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Multimodal Interactive Systems Management by : Herve Bourlard

Download or read book Multimodal Interactive Systems Management written by Herve Bourlard and published by CRC Press. This book was released on 2014-01-07 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Machine Learning for Multimodal Interaction

Author : Andrei Popescu-Belis
Publisher : Springer Science & Business Media
ISBN 13 : 3540781544
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 Science & Business Media. This book was released on 2008-02-26 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.

Multi-Modal User Interactions in Controlled Environments

Author : Chaabane Djeraba
Publisher : Springer Science & Business Media
ISBN 13 : 144190316X
Total Pages : 226 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Multi-Modal User Interactions in Controlled Environments by : Chaabane Djeraba

Download or read book Multi-Modal User Interactions in Controlled Environments written by Chaabane Djeraba and published by Springer Science & Business Media. This book was released on 2010-06-30 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Modal User Interactions in Controlled Environments investigates the capture and analysis of user’s multimodal behavior (mainly eye gaze, eye fixation, eye blink and body movements) within a real controlled environment (controlled-supermarket, personal environment) in order to adapt the response of the computer/environment to the user. Such data is captured using non-intrusive sensors (for example, cameras in the stands of a supermarket) installed in the environment. This multi-modal video based behavioral data will be analyzed to infer user intentions while assisting users in their day-to-day tasks by adapting the system’s response to their requirements seamlessly. This book also focuses on the presentation of information to the user. Multi-Modal User Interactions in Controlled Environments is designed for professionals in industry, including professionals in the domains of security and interactive web television. This book is also suitable for graduate-level students in computer science and electrical engineering.

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.

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.

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.

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.

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

Author : Al-Haj, Ali Mohammad
Publisher : IGI Global
ISBN 13 : 1615209042
Total Pages : 566 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 566 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 : 813 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 813 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.

Advanced Man-Machine Interaction

Author : Karl-Friedrich Kraiss
Publisher : Springer Science & Business Media
ISBN 13 : 3540306196
Total Pages : 473 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advanced Man-Machine Interaction by : Karl-Friedrich Kraiss

Download or read book Advanced Man-Machine Interaction written by Karl-Friedrich Kraiss and published by Springer Science & Business Media. This book was released on 2006-06-29 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contemporary man-machine interfaces are increasingly characterized by multimodality, nonintrusiveness, context-sensitivity, adaptivity, and teleoperability. The implementation of such properties relies on novel techniques in felds such as, e.g., computer vision, speech technology, trainable classifiers, robotics, and virtual reality. This book puts special emphasis on technological aspects of advanced interface implementation. Furthermore it focuses on interface design and usability. For readers with a background in engineering and computer science, most chapters offer design guidelines and case studies, as well as a description of the functioning and limitations of the algorithms required for implementation. In addition, complementary code examples in C++ are given where appropriate. As a special feature the book is accompanied by two easy-to-handle software development environments, which offer access to extensive public domain software for computer vision, classification, and virtual reality. These environments also provide real-time access to peripheral components like, e.g., webcams or microphones, enabling hands-on experimentation and testing.

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.

Multimedia Image and Video Processing

Author : Ling Guan
Publisher : CRC Press
ISBN 13 : 1439830878
Total Pages : 828 pages
Book Rating : 4.4/5 (398 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 828 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.