Advances in Document Image Analysis, Nabeel A. Murshed; Flavio Bortolozzi
Автор: Michal Kawulok; Emre Celebi; Bogdan Smolka Название: Advances in Face Detection and Facial Image Analysis ISBN: 3319259563 ISBN-13(EAN): 9783319259567 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Topicsof interest include face and facial landmark detection, face recognition, facialexpression and emotion analysis, facial dynamics analysis, face classification,identification, and clustering, and gaze direction and head pose estimation, aswell as applications of face analysis.
In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining.
Examples of topics which have developed from the advances of ICA, which are covered in the book are:
A unifying probabilistic model for PCA and ICA
Optimization methods for matrix decompositions
Insights into the FastICA algorithm
Unsupervised deep learning
Machine vision and image retrieval
A review of developments in the theory and applications of independent component analysis, and its influence in important areas such as statistical signal processing, pattern recognition and deep learning
A diverse set of application fields, ranging from machine vision to science policy data
Contributions from leading researchers in the field
Автор: Elisa Fromont; Tijl De Bie; Matthijs van Leeuwen Название: Advances in Intelligent Data Analysis XIV ISBN: 3319244647 ISBN-13(EAN): 9783319244648 Издательство: Springer Рейтинг: Цена: 8944.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: To facilitate this, IDA 2015 will feature two tracks: a regular "Proceedings" track, as well as a "Horizon" track for early-stage research of potentially ground-breaking nature.
Автор: Xiaoyi Jiang; Olga Regina Pereira Bellon; Dmitry G Название: Advances in Depth Images Analysis and Applications ISBN: 3642403026 ISBN-13(EAN): 9783642403026 Издательство: Springer Рейтинг: Цена: 6429.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the International Workshop on Depth Image Analysis, held in conjunction with ICPR 2012 in Japan in November 2012. The papers are organized in topical sections on acquisition and modeling of depth data, processing and analysis of depth data, applications, and ICPR contest.
Автор: Chan, Tony F. Jianhong, Shen Название: Image processing and analysis ISBN: 089871589X ISBN-13(EAN): 9780898715897 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 12540.00 р. Наличие на складе: Нет в наличии.
Описание: This book develops the mathematical foundation of modern image processing and low-level computer vision, bridging contemporary mathematics with state-of-the-art methodologies in modern image processing, whilst organizing contemporary literature into a coherent and logical structure. The authors have integrated the diversity of modern image processing approaches by revealing the few common threads that connect them to Fourier and spectral analysis, the machinery that image processing has been traditionally built on. The text is systematic and well organized: the geometric, functional, and atomic structures of images are investigated, before moving to a rigorous development and analysis of several image processors. The book is comprehensive and integrative, covering the four most powerful classes of mathematical tools in contemporary image analysis and processing while exploring their intrinsic connections and integration. The material is balanced in theory and computation, following a solid theoretical analysis of model building and performance with computational implementation and numerical examples.
Автор: Henry S. Baird; Horst Bunke; Kazuhiko Yamamoto Название: Structured Document Image Analysis ISBN: 3642772838 ISBN-13(EAN): 9783642772832 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Document image analysis is the automatic computerinterpretation of images of printed and handwrittendocuments, including text, drawings, maps, music scores,etc.
Автор: Liu Cheng-Lin Et Al Название: Advances In Chinese Document And Text Processing ISBN: 9813143673 ISBN-13(EAN): 9789813143678 Издательство: World Scientific Publishing Рейтинг: Цена: 16790.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book is a collection of invited chapters by experts in Chinese document and text processing, and is part of a series on Language Processing, Pattern Recognition, and Intelligent Systems. The chapters introduce the latest advances and state-of-the-art methods for Chinese document image analysis and recognition, font design, text analysis and speaker recognition. Handwritten Chinese character recognition and text line recognition are at the core of document image analysis (DIA), and therefore, are addressed in four chapters for different scripts (online characters, offline characters, ancient characters, and text lines). Two chapters on character recognition pay much attention to deep convolutional neural networks (CNNs), which are widely used and performing superiorly in various pattern recognition problems. A chapter is contributed to describe a large handwriting database consisting both online and offline characters and text pages. Postal mail reading and writer identification, addressed in two chapters, are important applications of DIA. The collection can serve as reference for students and engineers in Chinese document and text processing and their applications.
Автор: Ganesh R. Naik Название: Advances in Principal Component Analysis ISBN: 9811067031 ISBN-13(EAN): 9789811067037 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems related to dimensional reduction techniques and their extensions in detail.
Автор: Masakazu Iwamura; Faisal Shafait Название: Camera-Based Document Analysis and Recognition ISBN: 3319051660 ISBN-13(EAN): 9783319051666 Издательство: Springer Рейтинг: Цена: 8803.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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: David J Hand; Joost N. Kok; Michael R. Berthold Название: Advances in Intelligent Data Analysis ISBN: 3540663320 ISBN-13(EAN): 9783540663324 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This text address all current aspects of intelligent data analysis, including sections on learning, visualization, classification and clustering, integration, applications and media mining.
Автор: Seong-Whan Lee; Yasuaki Nakano Название: Document Analysis Systems: Theory and Practice ISBN: 3540665072 ISBN-13(EAN): 9783540665076 Издательство: Springer Рейтинг: Цена: 10480.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: These are the post-workshop proceedings of the Third IAPR Workshop on Document Analysis Systems, DAS`98. The papers are organized in sections on document image compression and retrieval, document structure analysis, handwriting recognition, document image analysis, and document analysis systems.
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