Handbook on Soft Computing for Video Surveillance (Hardcover)

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.

在將軟計算技術應用於視頻監控中，相關資訊散落在會議論文、期刊文章和書籍中。《軟計算視頻監控手冊》將這些研究集結在一個來源中，展示了軟計算技術在視頻監控中的應用。該領域的全球專家提出了解決視頻監控問題的新解決方案，並討論了未來的趨勢。

在介紹視頻監控系統和軟計算工具後，本書提供了基於神經網絡的方法解決視頻監控任務的示例，並描述了內容識別的總結技術。涵蓋了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的思想，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。