Studies in Computational Intelligence: Deep Learning

Verma, Brijesh; Zhang, Ligang; Stockwell, David

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.

Details

Published by: Springer

Publication Date: 2017-05-05

Format: Hardcover

ISBN-13: 9789811045387

DOI: 10.1007/978-981-10-4539-4

Dimensions: 235cm x155cm

Pages: 189