Generalization With Deep Learning : For Improvement on Sensing Capability

Chen, Zhenghua (EDT); Wu, Min (EDT); Li, Xiaoli (EDT)

ISBN 10: 9811218838 / ISBN 13: 9789811218835

Published by World Scientific Pub Co Inc, 2021

About this Item

Seller Inventory # 42284736-n

Bibliographic Details

• Title: Generalization With Deep Learning : For Improvement on Sensing Capability
• Publisher: World Scientific Pub Co Inc
• Publication Date: 2021
• Language: English
• ISBN 10: 9811218838
• ISBN 13: 9789811218835
• Binding: Hardcover
• Condition: New

About this title

Synopsis

Deep Learning has achieved great success in many challenging research areas, such as image recognition and natural language processing. The key merit of deep learning is to automatically learn good feature representation from massive data conceptually. In this book, we will show that the deep learning technology can be a very good candidate for improving sensing capabilities.

In this edited volume, we aim to narrow the gap between humans and machines by showcasing various deep learning applications in the area of sensing. The book will cover the fundamentals of deep learning techniques and their applications in real-world problems including activity sensing, remote sensing and medical sensing. It will demonstrate how different deep learning techniques help to improve the sensing capabilities and enable scientists and practitioners to make insightful observations and generate invaluable discoveries from different types of data.