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  • Robust and Distributed Hypothesis Testing

    de Gökhan Gül ...
    Series series Engineering (R0)
    This book generalizes and extends the available theory in robust and decentralized hypothesis testing. In particular, it presents a robust test for modeling errors which is independent from the assumptions that a sufficiently large number of samples is available, and that the distance is the KL-divergence. Here, the distance can be chosen from a much general model, which includes the KL-divergence ... Leer más

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  • Principal Component Analysis Networks and Algorithms

    Series series Engineering (R0)
    This book not only provides a comprehensive introduction to neural-based PCA methods in control science, but also presents many novel PCA algorithms and their extensions and generalizations, e.g., dual purpose, coupled PCA, GED, neural based SVD algorithms, etc. It also discusses in detail various analysis methods for the convergence, stabilizing, self-stabilizing property of algorithms, and ... Leer más

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  • Low-Rank and Sparse Modeling for Visual Analysis

    Edición de Yun Fu ...
    Series series Computer Science (R0)
    This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding and learning among unconstrained visual data. The book includes chapters covering multiple emerging topics in this new field. It links multiple popular research fields in Human-Centered Computing, Social Media, Image Classification, Pattern Recognition, ... Leer más

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  • Machine Learning in Medicine - Cookbook

    Series series Mathematics and Statistics (R0)
    The amount of data in medical databases doubles every 20 months, and physicians are at a loss to analyze them. Also, traditional methods of data analysis have difficulty to identify outliers and patterns in big data and data with multiple exposure / outcome variables and analysis-rules for surveys and questionnaires, currently common methods of data collection, are, essentially, missing.Obviously, ... Leer más

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  • Guide to Signals and Patterns in Image Processing

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    de Apurba Das ...
    Series series Computer Science (R0)
    This text reviews the field of digital image processing from the different perspectives offered by the separate domains of signal processing and pattern recognition. The book describes a rich array of applications, representing the latest trends in industry and academic research. To inspire further interest in the field, a selection of worked-out numerical problems is also included in the text. ... Leer más

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  • Signal Analysis of Hindustani Classical Music

    Series series Engineering (R0)
    This book presents a comprehensive overview of the basics of Hindustani music and the associated signal analysis and technological developments. It begins with an in-depth introduction to musical signal analysis and its current applications, and then moves on to a detailed discussion of the features involved in understanding the musical meaning of the signal in the context of Hindustani music. The ... Leer más

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  • Human Activity Recognition and Prediction

    Edición de Yun Fu ...
    Series series Engineering (R0)
    This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal decomposition, and causality learning in unconstrained human activity videos. The techniques discussed give readers tools that provide a significant improvement over existing methodologies of video ... Leer más

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  • Time-of-Flight and Structured Light Depth Cameras

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    Series series Computer Science (R0)
    This book provides a comprehensive overview of the key technologies and applications related to new cameras that have brought 3D data acquisition to the mass market. It covers both the theoretical principles behind the acquisition devices and the practical implementation aspects of the computer vision algorithms needed for the various applications. Real data examples are used in order to show the ... Leer más

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  • Biometric Security and Privacy

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    Series series Engineering (R0)
    This book highlights recent research advances on biometrics using new methods such as deep learning, nonlinear graph embedding, fuzzy approaches, and ensemble learning. Included are special biometric technologies related to privacy and security issues, such as cancellable biometrics and soft biometrics. The book also focuses on several emerging topics such as big data issues, internet of things, ... Leer más

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  • Robustness-Related Issues in Speaker Recognition

    Series series Engineering (R0)
    This book presents an overview of speaker recognition technologies with an emphasis on dealing with robustness issues. Firstly, the book gives an overview of speaker recognition, such as the basic system framework, categories under different criteria, performance evaluation and its development history. Secondly, with regard to robustness issues, the book presents three categories, including ... Leer más

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  • Digital Image Forensics

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    Edición de Husrev Taha Sencar, Nasir Memon ...
    Series series Engineering (R0)
    Photographic imagery has come a long way from the pinhole cameras of the nineteenth century. Digital imagery, and its applications, develops in tandem with contemporary society’s sophisticated literacy of this subtle medium. This book examines the ways in which digital images have become ever more ubiquitous as legal and medical evidence, just as they have become our primary source of news and ... Leer más

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  • Analyzing Emotion in Spontaneous Speech

    Series series Computer Science (R0)
    This book captures the current challenges in automatic recognition of emotion in spontaneous speech and makes an effort to explain, elaborate, and propose possible solutions. Intelligent human–computer interaction (iHCI) systems thrive on several technologies like automatic speech recognition (ASR); speaker identification; language identification; image and video recognition; affect/mood/emotion ... Leer más

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