Advanced Methods and Deep Learning in Computer Vision

ISBN: 9780128221099
Код товара 128488

E. R. Davies

Advanced Methods and Deep Learning in Computer Vision

Advanced Methods and Deep Learning in Computer Vision

ISBN: 9780128221099
Код товара 128488

14 611 ₽

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  • Автор

    E. R. Davies

  • Издатель

    Elsevier Science

  • Тип обложки

    Trade Paperback

  • Размеры

    23.50 x 19.05 x 3.00 cm

  • Год издания

    2021

  • Вес (г)

    988

  • ISBN

    9780128221099

  • Язык

    ENG

О чём книга?

Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5-10 years. The book provides clear explanations of principles and algorithms supported with applications. Topics covered include machine learning, deep learning networks, generative adversarial networks, deep reinforcement learning, self-supervised learning, extraction of robust features, object detection, semantic segmentation, linguistic descriptions of images, visual search, visual tracking, 3D shape retrieval, image inpainting, novelty and anomaly detection.

This book provides easy learning for researchers and practitioners of advanced computer vision methods, but it is also suitable as a textbook for a second course on computer vision and deep learning for advanced undergraduates and graduate students.


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