Title: Deep Learning in Object Recognition, Detection, and Segmentation (Foundations and Trends (R) in Signal Processing): 23 (Foundations and Trends? in Signal Processing)
Publisher: Now Publishers
Publication Date: 2016
Language: English
ISBN 10: 168083116X
ISBN 13: 9781680831160
Binding: Soft cover
Condition: New

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Synopsis

As a major breakthrough in artificial intelligence, deep learning has achieved impressive success on solving grand challenges in many fields including speech recognition, natural language processing, computer vision, image and video processing, and multimedia. This monograph provides a historical overview of deep learning and focuses on its applications in object recognition, detection, and segmentation, which are key challenges of computer vision and have numerous applications to images and videos. Specifically...

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