Marcus Liwicki's Books

Recognition Of Whiteboard Notes: Online, Offline And Combination

By: Horst Bunke,Marcus Liwicki

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Recognition Of Whiteboard Notes: Online, Offline And Combination

By: Horst Bunke,Marcus Liwicki

This book addresses the task of processing online handwritten notes acquired from an electronic whiteboard, which is a new modality in handwriting recognition research. The main motivation of this book is smart meeting rooms, aim to automate standard tasks usually performed by humans in a meeting.The book can be summarized as follows. A new online handwritten database is compiled, and four handwriting recognition systems are developed. Moreover, novel preprocessing and normalization strategies are designed especially for whiteboard notes and a new neural network based recognizer is applied. Commercial recognition systems are included in a multiple classifier system. The experimental results on the test set show a highly significant improvement of the recognition performance to more than 86%.

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Page Count

227

Publisher

World Scientific

Published Date

ISBN 10

9814471046

ISBN 13

9789814471046

Construction of a Concept of Neuronal Modeling

By: Marcus Grum

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Construction of a Concept of Neuronal Modeling

By: Marcus Grum

The business problem of having inefficient processes, imprecise process analyses and simulations as well as non-transparent artificial neuronal network models can be overcome by an easy-to-use modeling concept. With the aim of developing a flexible and efficient approach to modeling, simulating and optimizing processes, this paper proposes a flexible Concept of Neuronal Modeling (CoNM). The modeling concept, which is described by the modeling language designed and its mathematical formulation and is connected to a technical substantiation, is based on a collection of novel sub-artifacts. As these have been implemented as a computational model, the set of CoNM tools carries out novel kinds of Neuronal Process Modeling (NPM), Neuronal Process Simulations (NPS) and Neuronal Process Optimizations (NPO). The efficacy of the designed artifacts was demonstrated rigorously by means of six experiments and a simulator of real industrial production processes.

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Page Count

896

Publisher

Springer Nature

Published Date

ISBN 10

3658359994

ISBN 13

9783658359997

Recognition of Whiteboard Notes

Online, Offline and Combination

By: Marcus Liwicki,Horst Bunke

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Recognition of Whiteboard Notes

Online, Offline and Combination

By: Marcus Liwicki,Horst Bunke

This book addresses the task of processing online handwritten notes acquired from an electronic whiteboard, which is a new modality in handwriting recognition research. The main motivation of this book is smart meeting rooms, aim to automate standard tasks usually performed by humans in a meeting. The book can be summarized as follows. A new online handwritten database is compiled, and four handwriting recognition systems are developed. Moreover, novel preprocessing and normalization strategies are designed especially for whiteboard notes and a new neural network based recognizer is applied. Commercial recognition systems are included in a multiple classifier system. The experimental results on the test set show a highly significant improvement of the recognition performance to more than 86%.

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Page Count

227

Publisher

World Scientific

Published Date

ISBN 10

9812814531

ISBN 13

9789812814531

Handwritten Historical Document Analysis, Recognition, and Retrieval - State of the Art and Future Trends

By: Andreas Fischer

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Handwritten Historical Document Analysis, Recognition, and Retrieval - State of the Art and Future Trends

By: Andreas Fischer

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.

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Page Count

240

Publisher

Machine Perception and Artific

Published Date

ISBN 10

9811203237

ISBN 13

9789811203237

Book's by Marcus Liwicki

Recognition Of Whiteboard Notes: Online, Offline And Combination

Recognition Of Whiteboard Notes: Online, Offline And Combination

Construction of a Concept of Neuronal Modeling

Construction of a Concept of Neuronal Modeling

Recognition of Whiteboard Notes

Recognition of Whiteboard Notes

Handwritten Historical Document Analysis, Recognition, and Retrieval - State of the Art and Future Trends

Handwritten Historical Document Analysis, Recognition, and Retrieval - State of the Art and Future Trends

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