Advanced Methods and Deep Learning in Computer Vision (Computer Vision and Pattern Recognition) (Paperback)

Advanced Methods and Deep Learning in Computer Vision (Computer Vision and Pattern Recognition) By E. R. Davies (Editor), Matthew Turk (Editor) Cover Image
By E. R. Davies (Editor), Matthew Turk (Editor)
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Description


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.

Product Details
ISBN: 9780128221099
ISBN-10: 0128221097
Publisher: Academic Press
Publication Date: November 12th, 2021
Pages: 584
Language: English
Series: Computer Vision and Pattern Recognition