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Handwriting Recognition / Soft Computing and Probabilistic Approaches, Liu Zhi-Qiang, Cai Jin-Hai, Buse Richard


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Цена: 9782.00р.   13974.00р. -30%
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Автор: Liu Zhi-Qiang, Cai Jin-Hai, Buse Richard
Название:  Handwriting Recognition / Soft Computing and Probabilistic Approaches
Перевод названия: Компьютерное распознавание рукописного текста
ISBN: 9783540401773
Издательство: Springer
Классификация:




ISBN-10: 3540401776
Обложка/Формат: Hardback
Страницы: 245
Вес: 0.53 кг.
Дата издания: 21.07.2003
Серия: Studies in Fuzziness and Soft Computing
Язык: English
Иллюстрации: Illustrations
Размер: 23.39 x 15.60 x 1.60
Читательская аудитория: General (us: trade)
Подзаголовок: Soft computing and probabilistic approaches
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book takes a fresh look at the problem of unconstrained handwriting recognition and introduces the reader to new techniques for the recognition of written words and characters using statistical and soft computing approaches. The types of uncertainties and variations present in handwriting data are discussed in detail. The book presents several algorithms that use modified hidden Markov models and Markov random field models to simulate the handwriting data statistically and structurally in a single framework. The book explores methods that use fuzzy logic and fuzzy sets for handwriting recognition. The effectiveness of these techniques is demonstrated through extensive experimental results and real handwritten characters and words.
Дополнительное описание: Формат: 235x155
Круг читателей: Researchers, academics, graduate students, industry in the field of Soft Computing and Fuzziness
Ключевые слова: Handwriting Recognition
Soft Computing
Fuzzy Logic
Word Recognition
Markov Models
Markov Random Field Model
Язык: eng
Оглавление: Introduction.- Pre-processing and Feature Extraction.- Hidden Markov Model-Based Method for Recognizing Handwritten Digits.- Markov Models with Spectral Features for Handwritten Numeral Recognition.- Markov Random Field Model for Recognizing Handwritten Digits.- Markov Random Field Models for Recognizing Handwritten Words.- A Structural and Relational Approach to Handwritten Word Recognition.- Handwritten Word Recognition Using Fuzzy Logic.- Conclusion.




Probabilistic robotics

Автор: Thrun, Sebastian
Название: Probabilistic robotics
ISBN: 0262201623 ISBN-13(EAN): 9780262201629
Издательство: MIT Press
Рейтинг:
Цена: 14390.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

An introduction to the techniques and algorithms of the newest field in robotics.

Probabilistic robotics is a new and growing area in robotics, concerned with perception and control in the face of uncertainty. Building on the field of mathematical statistics, probabilistic robotics endows robots with a new level of robustness in real-world situations. This book introduces the reader to a wealth of techniques and algorithms in the field. All algorithms are based on a single overarching mathematical foundation. Each chapter provides example implementations in pseudo code, detailed mathematical derivations, discussions from a practitioner's perspective, and extensive lists of exercises and class projects. The book's Web site, www.probabilistic-robotics.org, has additional material. The book is relevant for anyone involved in robotic software development and scientific research. It will also be of interest to applied statisticians and engineers dealing with real-world sensor data.

Probabilistic Reasoning and Decision Making in Sensory-Motor Systems

Автор: Pierre Bessi?re; Christian Laugier; Roland Siegwar
Название: Probabilistic Reasoning and Decision Making in Sensory-Motor Systems
ISBN: 3642097847 ISBN-13(EAN): 9783642097843
Издательство: Springer
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Цена: 26120.00 р.
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Описание: The chapters contain a sizable segment of cognitive systems research in Europe. Contributions come from leading academic institutions within the European projects Bayesian Inspired Brain and Artifact (BIBA) and Bayesian Approach to Cognitive Systems (BACS).

Scenario Logic and Probabilistic Management of Risk in Business and Engineering

Автор: Evgueni D. Solojentsev
Название: Scenario Logic and Probabilistic Management of Risk in Business and Engineering
ISBN: 144194608X ISBN-13(EAN): 9781441946089
Издательство: Springer
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Цена: 24456.00 р.
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Описание: This unique book proposes a uniform logic and probabilistic (LP) approach to risk estimation and analysis in engineering and economics. It includes clear definitions and notations, revised chapters, an extended list of references, and a new subject index.


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