Roadside Video Data Analysis: Deep Learning (Studies in Computational Intelligence)(Hardcover)
暫譯: 路邊視頻數據分析:深度學習(計算智能研究)(精裝本)

Brijesh Verma, Ligang Zhang, David Stockwell

  • 出版商: Springer
  • 出版日期: 2017-05-05
  • 售價: $5,200
  • 貴賓價: 9.5$4,940
  • 語言: 英文
  • 頁數: 189
  • 裝訂: Hardcover
  • ISBN: 9811045380
  • ISBN-13: 9789811045387
  • 相關分類: Data ScienceDeepLearning
  • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

本書強調了路邊視頻數據分析的方法和應用,特別關注使用深度學習來解決路邊視頻數據的分割和分類問題。它描述了專門基於學習概念構建的路邊視頻數據處理系統架構和方法論,並提供了對分割、特徵提取和分類過程的詳細分析。最後,它展示了路邊視頻數據分析的應用,包括場景標註、路邊植被分類和火災風險評估中的植被生物量估算。