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Zhang, Baochang

Machine Learning and Visual Perception

Together with Tsinghua University Press

Series:De Gruyter TextbookDe Gruyter STEM

    500,00 € / $580.00 / £454.50*

    eBook (PDF)
    Publication Date:
    2019
    Copyright year:
    2019
    To be published:
    October 2019
    ISBN
    978-3-11-059556-7
    See all formats and pricing

    Overview

    Systematic presentation of machine learning and visual perception.

    Extensive implementation of examples to facilitate understanding.

    Presentation of advanced theories, fundamentals and new research directions in easy-to-understand ways.

    Aims and Scope

    Machine Learning and Visual Perception provides an up-to-date overview on the topic, including the PAC model, decision tree, Bayesian learning, support vector machines, AdaBoost, compressive sensing and so on.Both classic and novel algorithms are introduced in classifier design, face recognition, deep learning, time series recognition, image classification, and object detection.

    Details

    24.0 x 17.0 cm
    Approx. x, 190 pages
    100 Fig. 50 Tables
    Language:
    English
    Type of Publication:
    Professional Book

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    Baochang Zhang, Beihang University, Beijing, China

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