Graphics Recognition Current Trends And Challenges

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Document Image Analysis

Author : K.C. Santosh
Publisher : Springer
ISBN 13 : 9811323399
Total Pages : 184 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Document Image Analysis by : K.C. Santosh

Download or read book Document Image Analysis written by K.C. Santosh and published by Springer. This book was released on 2018-09-18 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition. It covers several approaches: statistical, structural and syntactic, and discusses their merits and demerits considering the context. Through comprehensive experiments, it also explores whether these approaches can be combined. The book presents research problems, state-of-the-art methods that convey basic steps as well as prominent techniques, evaluation metrics and protocols, and research standpoints/directions that are associated with it. However, it is not limited to straightforward isolated graphics (visual patterns) recognition; it also addresses complex and composite graphical symbols recognition, which is motivated by real-world industrial problems.

Graphics Recognition. Current Trends and Challenges

Author : Bart Lamiroy
Publisher : Springer
ISBN 13 : 3662448548
Total Pages : 270 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Graphics Recognition. Current Trends and Challenges by : Bart Lamiroy

Download or read book Graphics Recognition. Current Trends and Challenges written by Bart Lamiroy and published by Springer. This book was released on 2014-09-18 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Workshop on Graphics Recognition, GREC 2013, held in Bethlehem, PA, USA, in August 2013. The 20 revised full papers presented were carefully reviewed and selected from 32 initial submissions. Graphics recognition is a subfield of document image analysis that deals with graphical entities in engineering drawings, sketches, maps, architectural plans, musical scores, mathematical notation, tables, and diagrams. Accordingly the conference papers are organized in 5 topical sessions on symbol spotting and retrieval, graphics recognition in context, structural and perceptual based approaches, low level processing, and performance evaluation and ground truthing.

Graphic Recognition. Current Trends and Challenges

Author : Bart Lamiroy
Publisher : Springer
ISBN 13 : 3319521594
Total Pages : 155 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Graphic Recognition. Current Trends and Challenges by : Bart Lamiroy

Download or read book Graphic Recognition. Current Trends and Challenges written by Bart Lamiroy and published by Springer. This book was released on 2017-01-07 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Workshop on Graphics Recognition, GREC 2015, held in Nancy, France, in August 2015. The 10 revised full papers presented were carefully reviewed and selected from 19 initial submissions. They contain both classical and emerging topics of Graphics Recognition, namely symbol spotting; recognition in context; perceptual based approaches and grouping; low level processing; off-line to on-line and interactive systems; structure based approaches; performance evaluation and ground truthing; content based retrieval.

Graphics Recognition

Author : Young-Bin Kwon
Publisher : Springer
ISBN 13 : 3642368247
Total Pages : 285 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Graphics Recognition by : Young-Bin Kwon

Download or read book Graphics Recognition written by Young-Bin Kwon and published by Springer. This book was released on 2013-02-11 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Workshop on Graphics Recognition (GREC 2011), held in Seoul, Korea, September 15-16, 2011. The 25 revised full papers presented were carefully selected from numerous submissions. Graphics recognition is a subfield of document image analysis that deals with graphical entities in engineering drawings, sketches, maps, architectural plans, musical scores, mathematical notation, tables, and diagrams. Accordingly the conference papers are organized in 5 technical sessions, covering the topics such as map and ancient documents, symbol and logo recognition, sketch and drawings, performance evaluation and challenge processing.

Graphics Recognition. Current Trends and Evolutions

Author : Alicia Fornés
Publisher : Springer
ISBN 13 : 3030022846
Total Pages : 173 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Graphics Recognition. Current Trends and Evolutions by : Alicia Fornés

Download or read book Graphics Recognition. Current Trends and Evolutions written by Alicia Fornés and published by Springer. This book was released on 2018-11-22 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Workshop on Graphics Recognition, GREC 2017, held in Kyoto, Japan, in November 2017. The 10 revised full papers presented were carefully reviewed and selected from 14 initial submissions. They contain both classical and emerging topics of graphics rcognition, namely analysis and detection of diagrams, search and classification, optical music recognition, interpretation of engineering drawings and maps.

Current Challenges in Patent Information Retrieval

Author : Mihai Lupu
Publisher : Springer
ISBN 13 : 3662538172
Total Pages : 461 pages
Book Rating : 4.6/5 (625 download)

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Book Synopsis Current Challenges in Patent Information Retrieval by : Mihai Lupu

Download or read book Current Challenges in Patent Information Retrieval written by Mihai Lupu and published by Springer. This book was released on 2017-03-24 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition provides a systematic introduction to the work and views of the emerging patent-search research and innovation communities as well as an overview of what has been achieved and, perhaps even more importantly, of what remains to be achieved. It revises many of the contributions of the first edition and adds a significant number of new ones. The first part “Introduction to Patent Searching” includes two overview chapters on the peculiarities of patent searching and on contemporary search technology respectively, and thus sets the scene for the subsequent parts. The second part on “Evaluating Patent Retrieval” then begins with two chapters dedicated to patent evaluation campaigns, followed by two chapters discussing complementary issues from the perspective of patent searchers and from the perspective of related domains, notably legal search. “High Recall Search” includes four completely new chapters dealing with the issue of finding only the relevant documents in a reasonable time span. The last (and with six papers the largest) part on “Special Topics in Patent Information Retrieval” covers a large spectrum of research in the patent field, from classification and image processing to translation. Lastly, the book is completed by an outlook on open issues and future research. Several of the chapters have been jointly written by intellectual property and information retrieval experts. However, members of both communities with a background different to that of the primary author have reviewed the chapters, making the book accessible to both the patent search community and to the information retrieval research community. It also not only offers the latest findings for academic researchers, but is also a valuable resource for IP professionals wanting to learn about current IR approaches in the patent domain.

Recent Trends in Image Processing and Pattern Recognition

Author : K. C. Santosh
Publisher : Springer
ISBN 13 : 9811391874
Total Pages : 751 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Recent Trends in Image Processing and Pattern Recognition by : K. C. Santosh

Download or read book Recent Trends in Image Processing and Pattern Recognition written by K. C. Santosh and published by Springer. This book was released on 2019-07-16 with total page 751 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-book set constitutes the refereed proceedings of the Second International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2018, held in Solapur, India, in December 2018. The 173 revised full papers presented were carefully reviewed and selected from 374 submissions. The papers are organized in topical sections in the tree volumes. Part I: computer vision and pattern recognition; machine learning and applications; and image processing. Part II: healthcare and medical imaging; biometrics and applications. Part III: document image analysis; image analysis in agriculture; and data mining, information retrieval and applications.

Bertrand Russell and the Nature of Propositions

Author : Samuel Lebens
Publisher : Routledge
ISBN 13 : 1351733877
Total Pages : 551 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Bertrand Russell and the Nature of Propositions by : Samuel Lebens

Download or read book Bertrand Russell and the Nature of Propositions written by Samuel Lebens and published by Routledge. This book was released on 2017-05-25 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bertrand Russell and the Nature of Propositions offers the first book-length defence of the Multiple Relation Theory of Judgement (MRTJ). Although the theory was much maligned by Wittgenstein and ultimately rejected by Russell himself, Lebens shows that it provides a rich and insightful way to understand the nature of propositional content. In Part I, Lebens charts the trajectory of Russell’s thought before he adopted the MRTJ. Part II reviews the historical story of the theory: What led Russell to deny the existence of propositions altogether? Why did the theory keep evolving throughout its short life? What role did G. F. Stout play in the evolution of the theory? What was Wittgenstein’s concern with the theory, and, if we can’t know what his concern was exactly, then what are the best contending hypotheses? And why did Russell give the theory up? In Part III, Lebens makes the case that Russell’s concerns with the theory weren’t worth its rejection. Moreover, he argues that the MRTJ does most of what we could want from an account of propositions at little philosophical cost. This book bridges the history of early analytic philosophy with work in contemporary philosophy of language. It advances a bold reading of the theory of descriptions and offers a new understanding of the role of Stout and the representation concern in the evolution of the MRTJ. It also makes a decisive contribution to philosophy of language by demonstrating the viability of a no-proposition theory of propositions.

Pattern Recognition and Image Analysis

Author : Luís A. Alexandre
Publisher : Springer
ISBN 13 : 3319588389
Total Pages : 550 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Pattern Recognition and Image Analysis by : Luís A. Alexandre

Download or read book Pattern Recognition and Image Analysis written by Luís A. Alexandre and published by Springer. This book was released on 2017-06-08 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2017, held in Faro, Portugal, in June 2017. The 60 regular papers presented in this volume were carefully reviewed and selected from 86 submissions. They are organized in topical sections named: Pattern Recognition and Machine Learning; Computer Vision; Image and Signal Processing; Medical Image; and Applications.

Empirical Comics Research

Author : Alexander Dunst
Publisher : Routledge
ISBN 13 : 1351733885
Total Pages : 350 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Empirical Comics Research by : Alexander Dunst

Download or read book Empirical Comics Research written by Alexander Dunst and published by Routledge. This book was released on 2018-07-03 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume brings together work in the field of empirical comics research. Drawing on computer and cognitive science, psychology and art history, linguistics and literary studies, each chapter presents innovative methods and establishes the practical and theoretical motivations for the quantitative study of comics, manga, and graphic novels. Individual chapters focus on corpus studies, the potential of crowdsourcing for comics research, annotation and narrative analysis, cognitive processing and reception studies. This volume opens up new perspectives for the study of visual narrative, making it a key reference for anyone interested in the scientific study of art and literature as well as the digital humanities.

Intelligent Multimedia Data Analysis

Author : Siddhartha Bhattacharyya
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110552078
Total Pages : 196 pages
Book Rating : 4.1/5 (15 download)

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Book Synopsis Intelligent Multimedia Data Analysis by : Siddhartha Bhattacharyya

Download or read book Intelligent Multimedia Data Analysis written by Siddhartha Bhattacharyya and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-02-19 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume comprises eight well-versed contributed chapters devoted to report the latest findings on the intelligent approaches to multimedia data analysis. Multimedia data is a combination of different discrete and continuous content forms like text, audio, images, videos, animations and interactional data. At least a single continuous media in the transmitted information generates multimedia information. Due to these different types of varieties, multimedia data present varied degrees of uncertainties and imprecision, which cannot be easy to deal by the conventional computing paradigm. Soft computing technologies are quite efficient to handle the imprecision and uncertainty of the multimedia data and they are flexible enough to process the real-world information. Proper analysis of multimedia data finds wide applications in medical diagnosis, video surveillance, text annotation etc. This volume is intended to be used as a reference by undergraduate and post graduate students of the disciplines of computer science, electronics and telecommunication, information science and electrical engineering. THE SERIES: FRONTIERS IN COMPUTATIONAL INTELLIGENCE The series Frontiers In Computational Intelligence is envisioned to provide comprehensive coverage and understanding of cutting edge research in computational intelligence. It intends to augment the scholarly discourse on all topics relating to the advances in artifi cial life and machine learning in the form of metaheuristics, approximate reasoning, and robotics. Latest research fi ndings are coupled with applications to varied domains of engineering and computer sciences. This field is steadily growing especially with the advent of novel machine learning algorithms being applied to different domains of engineering and technology. The series brings together leading researchers that intend to continue to advance the fi eld and create a broad knowledge about the most recent state of the art.

Graphics Recognition: Achievements, Challenges, and Evolution

Author : Jean-Marc Ogier
Publisher : Springer
ISBN 13 : 3642137288
Total Pages : 288 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Graphics Recognition: Achievements, Challenges, and Evolution by : Jean-Marc Ogier

Download or read book Graphics Recognition: Achievements, Challenges, and Evolution written by Jean-Marc Ogier and published by Springer. This book was released on 2010-06-20 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains refereed and improved papers presented at the 8th IAPR Workshop on Graphics Recognition (GREC 2009), held in La Rochelle, France, July 22–23, 2009. The GREC workshops provide an excellent opportunity for researchersand practitionersat all levels of experience to meet colleaguesand to share new ideas and knowledge about graphics recognition methods. Graphics recognition is a sub?eld of document image analysis that deals with graphical entities in engineering drawings, sketches, maps, architectural plans, musical scores, mathematical notation, tables, diagrams, etc. GREC 2009 continued the tradition of past workshops held in the Penn State University, USA (GREC 1995, LNCS Volume 1072, Springer Verlag, 1996); Nancy, France (GREC 1997, LNCS Volume 1389, Springer Verlag, 1998); Jaipur, India (GREC 1999, LNCS Volume 1941, Springer Verlag, 2000); Kingston, Canada (GREC 2001, LNCS Volume 2390, Springer Verlag, 2002); Barcelona, Spain (GREC 2003, LNCS Volume 3088, Springer Verlag, 2004); Hong Kong, China (GREC 2005, LNCS Volume 3926, Springer Verlag, 2006); and (GREC 2007, LNCS Volume 5046, Springer Verlag, 2008). The programof GREC 2009 was organized in a single-track 2-day workshop. It comprised several sessions dedicated to speci?c topics. For each session, there was an invited presentation describing the state of the art and stating the open questions for the session’s topic, followed by a number of short presentations thatcontributedbyproposingsolutionstosomeofthequestionsorbypresenting results ofthe speaker’swork. Eachsessionwas then concludedby a paneldisc- sion.

Geoinformation from the Past

Author : Hendrik Herold
Publisher : Springer
ISBN 13 : 3658205709
Total Pages : 211 pages
Book Rating : 4.6/5 (582 download)

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Book Synopsis Geoinformation from the Past by : Hendrik Herold

Download or read book Geoinformation from the Past written by Hendrik Herold and published by Springer. This book was released on 2017-12-21 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hendrik Herold explores potentials and hindrances of using retrospective geoinformation for monitoring, communicating, modeling, and eventually understanding the complex and gradually evolving processes of land cover and land use change. Based on a comprehensive review of literature, available data sets, and suggested algorithms, the author proposes approaches for the two major challenges: To address the diversity of geographical entity representations over space and time, image segmentation is considered a global non-linear optimization problem, which is solved by applying a metaheuristic algorithm. To address the uncertainty inherent to both the data source itself as well as its utilization for change detection, a probabilistic model is developed. Experimental results demonstrate the capabilities of the methodology, e.g., for geospatial data science and earth system modeling.

Graphics Recognition. Recent Advances and Perspectives

Author : Josep Lladós
Publisher : Springer
ISBN 13 : 3540259775
Total Pages : 396 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Graphics Recognition. Recent Advances and Perspectives by : Josep Lladós

Download or read book Graphics Recognition. Recent Advances and Perspectives written by Josep Lladós and published by Springer. This book was released on 2004-10-14 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1 Thisbookcontainsrefereedandimprovedpaperspresentedatthe5thIAPR - ternational Workshop on Graphics Recognition (GREC 2003). GREC 2003 was held in the Computer Vision Center, in Barcelona (Spain) during July 30–31, 2003. TheGRECworkshopisthemainactivityoftheIAPR-TC10,theTechnical 2 Committee on Graphics Recognition . Edited volumes from the previous wo- shops in the series are available as Lecture Notes in Computer Science: LNCS Volume 1072 (GREC 1995 at Penn State University, USA), LNCS Volume 1389 (GREC 1997 in Nancy, France), LNCS Volume 1941 (GREC 1999 in Jaipur, India), and LNCS Volume 2390 (GREC 2001 in Kingston, Canada). Graphics recognition is a particular ?eld in the domain of document ana- sis that combines pattern recognition and image processing techniques for the analysis of any kind of graphical information in documents, either from paper or electronic formats. Topics of interest for the graphics recognition community are: vectorization; symbol recognition; analysis of graphic documents with - agrammatic notation like electrical diagrams, architectural plans, engineering drawings, musical scores, maps, etc. ; graphics-based information retrieval; p- formance evaluation in graphics recognition; and systems for graphics recog- tion. Inadditiontotheclassicobjectives,inrecentyearsgraphicsrecognitionhas faced up to new and promising perspectives, some of them in conjunction with other, a?ne scienti?c communities. Examples of that are sketchy interfaces and on-line graphics recognition in the framework of human computer interaction, or query by graphic content for retrieval and browsing in large-format graphic d- uments, digital libraries and Web applications. Thus, the combination of classic challenges with new research interests gives the graphics recognition ?eld an active scienti?c community, with a promising future.

Graphics Recognition

Author : Jean-Marc Ogier
Publisher :
ISBN 13 : 9783642137297
Total Pages : 292 pages
Book Rating : 4.1/5 (372 download)

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Book Synopsis Graphics Recognition by : Jean-Marc Ogier

Download or read book Graphics Recognition written by Jean-Marc Ogier and published by . This book was released on 2011-03-13 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Deep Learning Models for Medical Imaging

Author : KC Santosh
Publisher : Academic Press
ISBN 13 : 0128236507
Total Pages : 172 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Deep Learning Models for Medical Imaging by : KC Santosh

Download or read book Deep Learning Models for Medical Imaging written by KC Santosh and published by Academic Press. This book was released on 2021-09-07 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep Learning Models for Medical Imaging explains the concepts of Deep Learning (DL) and its importance in medical imaging and/or healthcare using two different case studies: a) cytology image analysis and b) coronavirus (COVID-19) prediction, screening, and decision-making, using publicly available datasets in their respective experiments. Of many DL models, custom Convolutional Neural Network (CNN), ResNet, InceptionNet and DenseNet are used. The results follow ‘with’ and ‘without’ transfer learning (including different optimization solutions), in addition to the use of data augmentation and ensemble networks. DL models for medical imaging are suitable for a wide range of readers starting from early career research scholars, professors/scientists to industrialists. Provides a step-by-step approach to develop deep learning models Presents case studies showing end-to-end implementation (source codes: available upon request)

Graphics Recognition. Recent Advances and New Opportunities

Author : Liu Wenyin
Publisher : Springer
ISBN 13 : 3540881883
Total Pages : 345 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Graphics Recognition. Recent Advances and New Opportunities by : Liu Wenyin

Download or read book Graphics Recognition. Recent Advances and New Opportunities written by Liu Wenyin and published by Springer. This book was released on 2008-09-22 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains refereed and improved papers presented at the Seventh IAPR Workshop on Graphics Recognition (GREC2007), held in Curitiba, Brazil, September 20-21, 2007. The GREC workshops provide an excellent opportunity for researchers and practitioners at all levels of experience to meet colleagues and to share new ideas and knowledge about graphics recognition methods. Graphics recognition is a subfield of document image analysis that deals with graphical entities in engineering drawings, sketches, maps, architectural plans, musical scores, mathematical notation, tables, diagrams, etc. GREC2007 continued the tradition of past workshops held at Penn State University, USA (GREC 1995, LNCS Volume 1072, Springer, 1996); Nancy, France (GREC 1997, LNCS Volume 1389, Springer, 1998); Jaipur, India (GREC 1999, LNCS Volume 1941, Springer, 2000); Kingston, Canada (GREC 2001, LNCS Volume 2390, Springer, 2002); Barcelona, Spain (GREC 2003, LNCS Volume 3088, Springer, 2004); and Hong Kong, China (GREC 2005, LNCS Volume 3926, Springer, 2006). GREC2007 was also the first edition of a GREC workshop held at the same location of the ICDAR conference and it facilitated people to attend to both events. The program of GREC2007 was organized in a single-track 2-day workshop. It comprised several sessions dedicated to specific topics.