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Deep Learning in Object Detection and Recognition

Eric Granger editor Xiaoyue Jiang editor Abdenour Hadid editor Yanwei Pang editor Xiaoyi Feng editor

Format:Paperback

Publisher:Springer Verlag, Singapore

Published:27th Nov '20

Should be back in stock very soon

Deep Learning in Object Detection and Recognition cover

This book discusses recent advances in object detection and recognition using deep learning methods, which have achieved great success in the field of computer vision and image processing. It provides a systematic and methodical overview of the latest developments in deep learning theory and its applications to computer vision, illustrating them using key topics, including object detection, face analysis, 3D object recognition, and image retrieval.

The book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners interested in deep learning, computer vision and beyond and can also be used as a reference book. The comprehensive comparison of various deep-learning applications helps readers with a basic understanding of machine learning and calculus grasp the theories and inspires applications in other computer vision tasks.

ISBN: 9789811506512

Dimensions: unknown

Weight: unknown

224 pages

1st ed. 2019