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光学データ処理 電子書籍

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  • Understanding Machine Learning

    From Theory to Algorithms

    Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical ... もっと見る

    10,096 円

  • Algebraic Geometry and Statistical Learning Theory

    Sumio Watanabe ...
    シリーズ 本: 25 - Cambridge Monographs on Applied and Computational Mathematics
    Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many widely used statistical models and learning machines applied to information science have a parameter space that is singular: mixture models, neural networks, HMMs, Bayesian networks, and stochastic context-free grammars are major examples. Algebraic geometry and singularity ... もっと見る

    14,941 円

  • Cloudera Administration Handbook

    Rohit Menon ...
    An easy-to-follow Apache Hadoop administrator's guide filled with practical screenshots and explanations for each step and configuration. This book is great for administrators interested in setting up and managing a large Hadoop cluster. If you are an administrator, or want to be an administrator, and you are ready to build and maintain a production-level cluster running CDH5, then this book is ... もっと見る

    5,004 円

  • Applied Mathematics

    Data Compression, Spectral Methods, Fourier Analysis, Wavelets, and Applications

    シリーズ 本: 2 - Mathematics Textbooks for Science and Engineering
    This textbook, apart from introducing the basic aspects of applied mathematics, focuses on recent topics such as information data manipulation, information coding, data approximation, data dimensionality reduction, data compression, time-frequency and time scale bases, image manipulation, and image noise removal. The methods treated in more detail include spectral representation and “frequency” of ... もっと見る

    8,507 円

  • Fuzzy Recurrence Plots and Networks with Applications in Biomedicine

    Tuan D. Pham ...
    This book presents an original combination of three well-known methodological approaches for nonlinear data analysis: recurrence, networks, and fuzzy logic.After basic concepts of these three approaches are introduced, this book presents recently developed methods known as fuzzy recurrence plots and fuzzy recurrence networks. Computer programs written in MATLAB, which implement the basic ... もっと見る

    10,331 円

  • A Selection of Image Understanding Techniques

    From Fundamentals to Research Front

    Yu-Jin Zhang ...
    This book offers a comprehensive introduction to seven commonly used image understanding techniques in modern information technology. Readers of various levels can find suitable techniques to solve their practical problems and discover the latest development in these specific domains.The techniques covered include camera model and calibration, stereo vision, generalized matching, scene analysis ... もっと見る

    10,767 円

  • Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends

    シリーズ 本: 89 - Series In Machine Perception And Artificial Intelligence
    In recent years, libraries and archives all around the world have increased their efforts to digitize historical manuscripts. To integrate the manuscripts into digital libraries, pattern recognition and machine learning methods are needed to extract and index the contents of the scanned images.The unique compendium describes the outcome of the HisDoc research project, a pioneering attempt to study ... もっと見る

    11,155 円

  • Statistical Inference via Data Science

    A ModernDive into R and the Tidyverse

    シリーズ series Chapman & Hall/CRC The R Series
    Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including ggplot2 for data visualization and dplyr for data wrangling. The second part ... もっと見る

    15,478 円

  • Human Activity and Behavior Analysis

    Advances in Computer Vision and Sensors: Volume 2

    シリーズ series Ubiquitous Computing, Healthcare and Well-being
    Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects.The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior ... もっと見る

    11,608 円

  • Dermoscopy Image Analysis

    シリーズ series Digital Imaging and Computer Vision
    Dermoscopy is a noninvasive skin imaging technique that uses optical magnification and either liquid immersion or cross-polarized lighting to make subsurface structures more easily visible when compared to conventional clinical images. It allows for the identification of dozens of morphological features that are particularly important in identifyin ... もっと見る

    11,272 円

  • Remote Sensing and Cognition

    Human Factors in Image Interpretation

    Human factors play a critical role in the design and interpretation of remotely sensed imagery for all Earth sciences. ***Remote Sensing and Cognition: Human Factors in Image Interpretation***brings together current topics widely recognized and addressed regarding human cognition in geographic imagery, especially remote sensing imagery with complex data. It addresses themes around expertise ... もっと見る

    11,608 円

  • Handbook of Image-based Security Techniques

    This book focuses on image based security techniques, namely visual cryptography, watermarking, and steganography. This book is divided into four sections. The first section explores basic to advanced concepts of visual cryptography.The second section of the book covers digital image watermarking including watermarking algorithms, frameworks for modeling watermarking systems, and the evaluation of ... もっと見る

    11,608 円

  • Data-Driven Modelling with Fuzzy Sets

    Embracing Uncertainty

    シリーズ series Intelligent Data-Driven Systems and Artificial Intelligence
    Zadeh introduced in 1965 the theory of fuzzy sets, in which truth values are modelled by numbers in the unit interval [0, 1], for tackling mathematically the frequently appearing in everyday life partial truths. In a second stage, when membership functions were reinterpreted as possibility distributions, fuzzy sets were extensively used to embrace uncertainty modelling. Uncertainty is defined as ... もっと見る

    39,542 円

  • Advanced Sensing in Image Processing and IoT

    シリーズ series Innovations in Multimedia, Virtual Reality and Augmentation
    The book provides future research directions in IoT and image processing based Energy, Industry, and Healthcare domain and explores the different applications of its associated technologies. However, the Internet of Things and image processing is a very big field with a lot of subfields, which are very important such as Smart Homes to improve our daily life, Smart Cities to improve the citizens' ... もっと見る

    11,103 円

  • A Beginner’s Guide to Image Shape Feature Extraction Techniques

    シリーズ series Intelligent Signal Processing and Data Analysis
    This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in content-based image retrieval (CBIR), it explains different applications of image shape features in the field of content-based image retrieval. Showcasing useful applications and illustrating examples in ... もっと見る

    10,430 円

  • Image Sensors and Signal Processing for Digital Still Cameras

    編集 Junichi Nakamura ...
    シリーズ series Optical Science and Engineering
    Shrinking pixel sizes along with improvements in image sensors, optics, and electronics have elevated DSCs to levels of performance that match, and have the potential to surpass, that of silver-halide film cameras. Image Sensors and Signal Processing for Digital Still Cameras captures the current state of DSC image acquisition and signal processing technology and takes an all-inclusive look at the ... もっと見る

    54,685 円

  • Pattern Recognition and Image Preprocessing

    編集 Sing T. Bow ...
    シリーズ series Signal Processing and Communications
    Describing non-parametric and parametric theoretic classification and the training of discriminant functions, this second edition includes new and expanded sections on neural networks, Fisher's discriminant, wavelet transform, and the method of principal components. It contains discussions on dimensionality reduction and feature selection; novel computer system architectures; proven algorithms for ... もっと見る

    75,719 円

  • Image Processing and Analysis with Graphs

    Theory and Practice

    シリーズ series Digital Imaging and Computer Vision
    Covering the theoretical aspects of image processing and analysis through the use of graphs in the representation and analysis of objects, Image Processing and Analysis with Graphs: Theory and Practice also demonstrates how these concepts are indispensible for the design of cutting-edge solutions for real-world applications.Explores new applications in computational photography, image and video ... もっと見る

    20,359 円

  • Bio-Inspired Computing for Image and Video Processing

    In recent years bio-inspired computational theories and tools have developed to assist people in extracting knowledge from high dimensional data. These differ in how they take a more evolutionary approach to learning, as opposed to traditional artificial intelligence (AI) and what could be described as 'creationist' methods. Instead bio-inspired computing takes a bottom-up, de-centralized approach ... もっと見る

    12,450 円

  • Deep Learning in Computer Vision

    Principles and Applications

    シリーズ series Digital Imaging and Computer Vision
    Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to ... もっと見る

    10,430 円

  • Kubernetes from basic to advanced levels

    Alex Carvalho ...
    In the world of modern software development, Kubernetes has emerged as a powerful tool for managing containerized applications. "Kubernetes: From Basic to Advanced Levels" is an essential guide that takes readers on a comprehensive journey through this popular open-source platform. Whether you are a beginner looking to understand the basics or an experienced user aiming to master advanced concepts ... もっと見る

    900 円

  • Foundations of Data Science

    This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of ... もっと見る

    8,615 円

  • Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing

    In the last few years the scientific community has realized that obtaining a better understanding of interactions between natural systems and the man-made environment across different scales demands more research efforts in remote sensing. An integrated Earth system observatory that merges surface-based, air-borne, space-borne, and even underground sensors with comprehensive and predictive ... もっと見る

    11,608 円

  • Introduction to Applied Linear Algebra

    Vectors, Matrices, and Least Squares

    This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and ... もっと見る

    7,808 円