Document Analysis and Recognition, Suresh Sundaram; Gaurav Harit

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Название: Document analysis and text recognition: benchmarking state-of-the-art systems
ISBN: 9813229268 ISBN-13(EAN): 9789813229266
Издательство: World Scientific Publishing
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The compendium presents the latest results of the most prominent competitions held in the field of Document Analysis and d104 Recognition. It includes a description of the participating systems and the underlying methods on one hand and the datasets used together with evaluation metrics on the other hand. This volume also demonstrates with examples, how to organize a competition and how to make it successful. It will be an indispensable handbook to the document image analysis community.

Автор: Simone Marinai; Hiromichi Fujisawa
Название: Machine Learning in Document Analysis and Recognition
ISBN: 3642095119 ISBN-13(EAN): 9783642095115
Издательство: Springer
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Цена: 26120.00 р.
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Описание: The objective of Document Analysis and Recognition (DAR) is to recognize the text and graphical components of a document and to extract information. This book is a collection of research papers and state-of-the-art reviews by leading researchers all over the world.

Автор: Masakazu Iwamura; Faisal Shafait
Название: Camera-Based Document Analysis and Recognition
ISBN: 3319051660 ISBN-13(EAN): 9783319051666
Издательство: Springer
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Цена: 8803.00 р.
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Описание: This book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Camera-Based Document Analysis and Recognition, CBDAR 2013, held in Washington, DC, USA, in August 2013.

Автор: Liming Chen and Chris D. Nugent
Название: Human Activity Recognition and Behaviour Analysis
ISBN: 3030194078 ISBN-13(EAN): 9783030194079
Издательство: Springer
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Цена: 18167.00 р.
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Описание: It is also a valuable research reference resource for postdoctoral candidates and academics in relevant research and application domains, such as data analytics, smart cities, smart energy, and smart healthcare, to name but a few.