Handbook on Soft Computing for Video Surveillance (Hardcover)
暫譯: 視頻監控軟計算手冊 (精裝版)

Sankar K. Pal, Alfredo Petrosino, Lucia Maddalena

Handbook on Soft Computing for Video Surveillance (Hardcover)
  • 出版商: CRC
  • 出版日期: 2012-01-25
  • 售價: $3,150
  • 貴賓價: 9.5 折 $2,993
  • 語言: 英文
  • 頁數: 342
  • 裝訂: Hardcover
  • ISBN: 1439856842
  • ISBN-13: 9781439856840
  • 相關分類: 影像辨識 Image-recognition

    • 立即出貨 (庫存=1)

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商品描述

Information on integrating soft computing techniques into video surveillance is widely scattered among conference papers, journal articles, and books. Bringing this research together in one source, Handbook on Soft Computing for Video Surveillance illustrates the application of soft computing techniques to different tasks in video surveillance. Worldwide experts in the field present novel solutions to video surveillance problems and discuss future trends.

After an introduction to video surveillance systems and soft computing tools, the book gives examples of neural network-based approaches for solving video surveillance tasks and describes summarization techniques for content identification. Covering a broad spectrum of video surveillance topics, the remaining chapters explain how soft computing techniques are used to detect moving objects, track objects, and classify and recognize target objects. The book also explores advanced surveillance systems under development.

Incorporating both existing and new ideas, this handbook unifies the basic concepts, theories, algorithms, and applications of soft computing. It demonstrates why and how soft computing methodologies can be used in various video surveillance problems.

商品描述(中文翻譯)

在視頻監控中整合軟計算技術的資訊廣泛散佈於會議論文、期刊文章和書籍中。《軟計算在視頻監控中的手冊》將這些研究整合於一個來源，展示了軟計算技術在視頻監控中不同任務的應用。來自全球的專家提出了針對視頻監控問題的新穎解決方案並討論未來的趨勢。

在介紹視頻監控系統和軟計算工具之後，本書提供了基於神經網絡的方法來解決視頻監控任務的範例，並描述了用於內容識別的摘要技術。涵蓋廣泛的視頻監控主題，其餘章節解釋了軟計算技術如何用於檢測移動物體、追蹤物體以及分類和識別目標物體。本書還探討了正在開發中的先進監控系統。

本手冊結合了現有和新穎的想法，統一了軟計算的基本概念、理論、算法和應用。它展示了為什麼以及如何在各種視頻監控問題中使用軟計算方法。

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