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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 DataProcessing. ? 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.