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Roadside Video Data Analysis: Deep Learning eBook
$139.00 $30.00
By: Brijesh Verma; Ligang Zhang; David Stockwell
Publisher: Springer
Print ISBN: 9789811045387, 9811045380
eText ISBN: 9789811045394, 9811045399
Copyright year: 2017
eText ISBN: 9789811045394
SKU: 9789811045394
Category: Trending
Tags: Computers, Intelligence (AI) & Semantics
Print ISBN: 9789811045387
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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