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Zhang, Baochang

Machine Learning and Visual Perception

Together with Tsinghua University Press

Series:De Gruyter STEM

    42,95 € / $57.99 / £45.50*

    Paperback
    Publication Date:
    2020
    To be published:
    February 2020
    ISBN
    978-3-11-059553-6
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    Overview

    • A systematic presentation of machine learning and visual perception, covering both classical and recent results.
    • Includes extensive examples to facilitate understanding.
    • Presents the advanced theories in an easy-to-understand way.

    Aims and Scope

    The book provides an up-to-date on machine learning and visual perception, including decision tree, Bayesian learning, support vector machine, AdaBoost, object detection, compressive sensing, deep learning, and reinforcement learning. Both classic and novel algorithms are introduced. With abundant practical examples, it is an essential reference to students, lecturers, professionals, and any interested lay readers.

    Details

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

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    Baochang Zhang, Beihang University, Beijing, China

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