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Roadside Video Data Analysis: Deep Learning

Roadside Video Data Analysis: Deep Learning

Paperback

Series: Studies in Computational Intelligence, Book 711

Technology & EngineeringGeneral Computers

ISBN10: 9811351627
ISBN13: 9789811351624
Publisher: Springer Nature
Published: Dec 12 2018
Pages: 189
Weight: 0.68
Height: 0.46 Width: 6.14 Depth: 9.21
Language: English
This book highlights the methods and applications for roadside video data analysis, with a particular focus on the use of deep learning to solve roadside video data segmentation and classification problems. It describes system architectures and methodologies that are specifically built upon learning concepts for roadside video data processing, and offers a detailed analysis of the segmentation, feature extraction and classification processes. Lastly, it demonstrates the applications of roadside video data analysis including scene labelling, roadside vegetation classification and vegetation biomass estimation in fire risk assessment.

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