Computer Vision in Control Systems-2: Innovations in Practice (Intelligent Systems Reference Library)

The research book is focused on the recent advances in computer vision methodologies and innovations in practice. The Contributions include:

·          Human Action Recognition: Contour-Based and Silhouette-based Approaches.

·         The Application of Machine Learning Techniques to Real Time Audience Analysis System.

·         Panorama Construction from Multi-view Cameras in Outdoor Scenes.

·         A New Real-Time Method of Contextual Image Description and Its Application in Robot Navigation and Intelligent Control.

·         Perception of Audio Visual Information for Mobile Robot Motion Control Systems.

·         Adaptive Surveillance Algorithms Based on the Situation Analysis.

·         Enhanced, Synthetic and Combined Vision Technologies for Civil Aviation.

·         Navigation of Autonomous Underwater Vehicles Using Acoustic and Visual Data Processing.

·         Efficient Denoising Algorithms for Intelligent Recognition Systems.

·         Image Segmentation Based on Two-dimensional Markov Chains.

The book is directed to the PhD students, professors, researchers and software developers working in the areas of digital video processing and computer vision technologies.

這本研究書籍專注於計算機視覺方法論的最新進展和實踐創新。其中的貢獻包括：

· 人體動作識別：基於輪廓和輪廓為基礎的方法。
· 將機器學習技術應用於實時觀眾分析系統。
· 在戶外場景中從多視角攝像頭構建全景。
· 一種新的實時上下文圖像描述方法及其在機器人導航和智能控制中的應用。
· 對於移動機器人運動控制系統的音視覺信息感知。
· 基於情境分析的自適應監控算法。
· 用於民航的增強、合成和結合視覺技術。
· 使用聲學和視覺數據處理的自主水下載具導航。
· 用於智能識別系統的高效降噪算法。
· 基於二維馬爾可夫鏈的圖像分割。

這本書針對攝像頭視頻處理和計算機視覺技術領域的博士生、教授、研究人員和軟件開發人員。