eBook: Advanced Methods and Deep Learning in Computer Vision (DRM PDF)
 
電子書格式: DRM PDF
作者: E. R. Davies, Matthew Turk 
系列: Computer Vision and Pattern Recognition
分類: Automatic control engineering ,
Robotics ,
Computer vision  
書城編號: 24789312


售價: $1247.00

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製造商: Elsevier Science
出版日期: 2021/11/09
頁數: 582
ISBN: 9780128221495
 
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商品簡介
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. Provides an important reference on deep learning and advanced computer methods that was created by leaders in the field Illustrates principles with modern, real-world applications Suitable for self-learning or as a text for graduate courses
Computer Vision and Pattern Recognition

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E. R. Davies 作者作品表

eBook: Computer Vision: Principles, Algorithms, Applications, Learning (DRM PDF)

eBook: Computer Vision: Principles, Algorithms, Applications, Learning (DRM EPUB)

eBook: Machine Vision: Theory, Algorithms, Practicalities (DRM PDF)

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