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  • Type-2 Fuzzy Graphical Models for Pattern Recognition

    Series series Engineering (R0)
    This book discusses how to combine type-2 fuzzy sets and graphical models to solve a range of real-world pattern recognition problems such as speech recognition, handwritten Chinese character recognition, topic modeling as well as human action recognition. It covers these recent developments while also providing a comprehensive introduction to the fields of type-2 fuzzy sets and graphical models. ... Leer más

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  • Low-Rank and Sparse Modeling for Visual Analysis

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    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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  • Guide to Signals and Patterns in Image Processing

    Foundations, Methods and Applications

    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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  • Ear Biometrics in 2D and 3D

    Localization and Recognition

    Series series Engineering (R0)
    This book presents the state-of-the-art techniques and recent research progress on Ear Biometrics. Among the various physiological traits, the reasons for the ear to gain much attention in recent years are many folds. It has been found to be a reliable biometrics for human verification and identification. Ears are remarkably consistent and unlike face, it does not change shape with different ... 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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  • Time-of-Flight and Structured Light Depth Cameras

    Technology and Applications

    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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  • Guide to Convolutional Neural Networks

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    Series series Computer Science (R0)
    This must-read text/reference introduces the fundamental concepts of convolutional neural networks (ConvNets), offering practical guidance on using libraries to implement ConvNets in applications of traffic sign detection and classification. The work presents techniques for optimizing the computational efficiency of ConvNets, as well as visualization techniques to better understand the underlying ... Leer más

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  • Signal and Image Processing for Biometrics

    Series series Engineering (R0)
    This volume offers a guide to the state of the art in the fast evolving field of biometric recognition to newcomers and experienced practitioners. It is focused on the emerging strategies to perform biometric recognition under uncontrolled data acquisition conditions. The mainstream research work in this field is presented in an organized manner, so the reader can easily follow the trends that ... 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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  • Multidisciplinary Approaches to Neural Computing

    Series series Engineering (R0)
    This book presents a collection of contributions in the field of Artificial Neural Networks (ANNs). The themes addressedare multidisciplinary in nature, and closely connected in their ultimate aim to identify features from dynamic realistic signal exchanges and invariant machine representations that can be exploited to improve the quality of life of their end users.Mathematical tools like ANNs are ... Leer más

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