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Multimodal Interactive Handwritten Text Transcription
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Book Synopsis Multimodal Interactive Handwritten Text Transcription by : Verónica Romero
Download or read book Multimodal Interactive Handwritten Text Transcription written by Verónica Romero and published by World Scientific. This book was released on 2012 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author :Alejandro Héctor Toselli Publisher :Springer Science & Business Media ISBN 13 :0857294792 Total Pages :281 pages Book Rating :4.8/5 (572 download)
Book Synopsis Multimodal Interactive Pattern Recognition and Applications by : Alejandro Héctor Toselli
Download or read book Multimodal Interactive Pattern Recognition and Applications written by Alejandro Héctor Toselli and published by Springer Science & Business Media. This book was released on 2011-05-18 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a different approach to pattern recognition (PR) systems, in which users of a system are involved during the recognition process. This can help to avoid later errors and reduce the costs associated with post-processing. The book also examines a range of advanced multimodal interactions between the machine and the users, including handwriting, speech and gestures. Features: presents an introduction to the fundamental concepts and general PR approaches for multimodal interaction modeling and search (or inference); provides numerous examples and a helpful Glossary; discusses approaches for computer-assisted transcription of handwritten and spoken documents; examines systems for computer-assisted language translation, interactive text generation and parsing, relevance-based image retrieval, and interactive document layout analysis; reviews several full working prototypes of multimodal interactive PR applications, including live demonstrations that can be publicly accessed on the Internet.
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 2008-09-20 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Workshop on Machine Learning for Multimodal Interaction, MLMI 2008, held in Utrecht, The Netherlands, in September 2008. The 12 revised full papers and 15 revised poster papers presented together with 5 papers of a special session on user requirements and evaluation of multimodal meeting browsers/assistants were carefully reviewed and selected from 47 submissions. The papers cover a wide range of topics related to human-human communication modeling and processing, as well as to human-computer interaction, using several communication modalities. Special focus is given to the analysis of non-verbal communication cues and social signal processing, the analysis of communicative content, audio-visual scene analysis, speech processing, interactive systems and applications.
Book Synopsis Digital Libraries and Multimedia Archives by : Giuseppe Serra
Download or read book Digital Libraries and Multimedia Archives written by Giuseppe Serra and published by Springer. This book was released on 2018-01-11 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 14th Italian Research Conference on Digital Libraries, IRCDL 2018, held in Udine, Italy, in January 2018. The 14 full papers and 11 short papers presented were carefully selected from 30 submissions. The papers are organized in topical sections on digital library architecture; multimedia content analysis; models and applications.
Book Synopsis Digital Libraries: Supporting Open Science by : Paolo Manghi
Download or read book Digital Libraries: Supporting Open Science written by Paolo Manghi and published by Springer. This book was released on 2019-01-14 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 15th Italian Research Conference on Digital Libraries, IRCDL 2019, held in Pisa, Italy, in January/February 2019. The 22 full papers and 5 short papers presented were carefully selected from 42 submissions. The papers are organized in topical sections on information retrieval, digital libraries and archives, information integration, open science, and data mining.
Book Synopsis Pattern Recognition and Image Analysis by : Roberto Paredes
Download or read book Pattern Recognition and Image Analysis written by Roberto Paredes and published by Springer. This book was released on 2015-06-09 with total page 756 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 7th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2015, held in Santiage de Compostela, Spain, in June 2015. The 83 papers presented in this volume were carefully reviewed and selected from 141 submissions. They were organized in topical sections named: Pattern Recognition and Machine Learning; Computer Vision; Image and Signal Processing; Applications; Medical Image; Pattern Recognition and Machine Learning; Computer Vision; Image and Signal Processing; and Applications
Book Synopsis Multimedia for Cultural Heritage by : Costantino Grana
Download or read book Multimedia for Cultural Heritage written by Costantino Grana and published by Springer. This book was released on 2012-01-24 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised selected papers from the First International Workshop on Multimedia for Cultural Heritage, MM4CH 2011, held in Modena, Italy, on May 3, 2011. The 8 full papers and 9 poster papers included in this volume were carefully reviewed and selected from 25 submissions. In addition, the book contains a paper resuming the outcome of the discussion session. The workshop aimed on creating a profitable informal working day to discuss hot topics in multimedia, with special application to cultural heritage. The papers of the oral session are divided in topical sections named interaction and analysis and management.
Book Synopsis Probabilistic Indexing for Information Search and Retrieval in Large Collections of Handwritten Text Images by :
Download or read book Probabilistic Indexing for Information Search and Retrieval in Large Collections of Handwritten Text Images written by and published by Springer Nature. This book was released on 2024 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive presentation of a recently introduced framework, named "probabilistic indexing" (PrIx), for searching text in large collections of document images and other related applications. It fosters the development of new search engines for effective information retrieval from manuscripts which, however, lack the electronic text (transcripts) that would typically be required for such search and retrieval tasks. The book is structured into 11 chapters and three appendices. The first two chapters briefly outline the necessary fundamentals and state of the art in pattern recognition, statistical decision theory, and handwritten text recognition. Chapter 3 presents approaches for indexing (as opposed to spotting) each region of a handwritten text image which is likely to contain a word. Next, Chapter 4 describes models adopted for handwritten text in images, namely hidden Markov models, convolutional and recurrent neural networks and language models, and provides full details of weighted finite-state transducer (WFST) concepts and methods, needed in further chapters of the book. Chapter 5 explains the set of techniques and algorithms developed to generate image probabilistic indexes which allow for fast search and retrieval of textual information in the indexed images. Chapter 6 then presents experimental evaluations of the proposed framework and algorithms on different traditional benchmark datasets and compares them with other approaches, while Chapter 7 reviews the most popular keyword-spotting approaches. Chapter 8 explains how PrIx can support classical free-text search tools, while Chapter 9 presents new methods that use PrIx not only for searching, but also to deal with text analytics and other related natural language processing and information extraction tasks. Chapter 10 shows how the proposed solutions can be used to effectively index very large collections of handwritten document images, before Chapter 11 eventually summarizes the book and suggests promising lines of future research. The appendices detail the necessary mathematical foundations for the work and presents details of the text image collections and datasets used in the experiments throughout the book. This book is written for researchers and (post-)graduate students in pattern recognition and information retrieval. It will also be of interest to people in areas like history, criminology, or psychology who need technical support to evaluate, understand or decode historical or contemporary handwritten text.
Book Synopsis New Trends in Image Analysis and Processing – ICIAP 2019 by : Marco Cristani
Download or read book New Trends in Image Analysis and Processing – ICIAP 2019 written by Marco Cristani and published by Springer Nature. This book was released on 2019-09-02 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of five workshops and an industrial session held at the 20th International Conference on Image Analysis and Processing, ICIAP 2019, in Trento, Italy, in September 2019: Second International Workshop on Recent Advances in Digital Security: Biometrics and Forensics (BioFor 2019); First International Workshop on Pattern Recognition for Cultural Heritage (PatReCH 2019); First International Workshop eHealth in the Big Data and Deep Learning Era (e-BADLE 2019); International Workshop on Deep Understanding Shopper Behaviors and Interactions in Intelligent Retail Environments (DEEPRETAIL 2019); Industrial Session.
Book Synopsis Document Analysis Systems by : Seiichi Uchida
Download or read book Document Analysis Systems written by Seiichi Uchida and published by Springer Nature. This book was released on 2022-05-17 with total page 795 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th IAPR International Workshop on Document Analysis Systems, DAS 2022, held in La Rochelle, France, in May 2022. The full papers presented were carefully reviewed and selected from numerous submissions addressing key techniques of document analysis.
Book Synopsis Pattern Recognition and Image Analysis by : Jordi Vitria
Download or read book Pattern Recognition and Image Analysis written by Jordi Vitria and published by Springer Science & Business Media. This book was released on 2011-06-01 with total page 773 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 5th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2011, held in Las Palmas de Gran Canaria, Spain, in June 2011. The 34 revised full papers and 58 revised poster papers presented were carefully reviewed and selected from 158 submissions. The papers are organized in topical sections on computer vision; image processing and analysis; medical applications; and pattern recognition.
Book Synopsis Research and Advanced Technology for Digital Libraries by : José Luis Borbinha
Download or read book Research and Advanced Technology for Digital Libraries written by José Luis Borbinha and published by Springer. This book was released on 2009-09-29 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th European Conference on Research and Advanced Technology for Digital Libraries, ECDL 2009, held in Corfu, Greece, in September/October 2009. The 28 revised full papers and 6 revised short papers presented together with 2 panel description, the extended abstracts of 20 revised poster and 16 demo papers were carefully reviewed and selected from a total of 181 submissions. The papers are organized in topical sections on services, infrastructures, interaction, knowledge organization systems, interfaces, resource discovery, architectures, information retrieval, preservation, and evaluation.
Book Synopsis Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends by : Andreas Fischer
Download or read book Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends written by Andreas Fischer and published by World Scientific. This book was released on 2020-11-11 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, libraries and archives all around the world have increased their efforts to digitize historical manuscripts. To integrate the manuscripts into digital libraries, pattern recognition and machine learning methods are needed to extract and index the contents of the scanned images.The unique compendium describes the outcome of the HisDoc research project, a pioneering attempt to study the whole processing chain of layout analysis, handwriting recognition, and retrieval of historical manuscripts. This description is complemented with an overview of other related research projects, in order to convey the current state of the art in the field and outline future trends.This must-have volume is a relevant reference work for librarians, archivists and computer scientists.
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.
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.
Book Synopsis Handbook of Document Image Processing and Recognition by : David Doermann
Download or read book Handbook of Document Image Processing and Recognition written by David Doermann and published by Springer. This book was released on 2014-05-22 with total page 1055 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Document Image Processing and Recognition is a comprehensive resource on the latest methods and techniques in document image processing and recognition. Each chapter provides a clear overview of the topic followed by the state of the art of techniques used – including elements of comparison between them – along with supporting references to archival publications, for those interested in delving deeper into topics addressed. Rather than favor a particular approach, the text enables the reader to make an informed decision for their specific problems.
Book Synopsis Handwritten Historical Document Analysis, Recognition, and Retrieval - State of the Art and Future Trends by : Andreas Fischer
Download or read book Handwritten Historical Document Analysis, Recognition, and Retrieval - State of the Art and Future Trends written by Andreas Fischer and published by Machine Perception and Artific. This book was released on 2020-04-14 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, libraries and archives all around the world have increased their efforts to digitize historical manuscripts. To integrate the manuscripts into digital libraries, pattern recognition and machine learning methods are needed to extract and index the contents of the scanned images. The unique compendium describes the outcome of the HisDoc research project, a pioneering attempt to study the whole processing chain of layout analysis, handwriting recognition, and retrieval of historical manuscripts. This description is complemented with an overview of other related research projects, in order to convey the current state of the art in the field and outline future trends. This must-have volume is a relevant reference work for librarians, archivists and computer scientists.
