Automatic moving object detection and tracking is very important task in video surveillance applications. In the present work the well known background subtraction model and use of Gaussian Mixture Models have been used to implement a robust automated single object tracking system. In this implementation, background subtraction on subtracting consecutive frame-by-frame basis for moving object detection is done. Once the object has been detected it is tracked by employing an efficient GMM technique. After successful completion of tracking, moving object recognition (...) of those objects using well known Principal Component Analysis, which is used for extracting features and Manhattan based distance metric is used for subsequent classification purpose. The system is capable of handling entry and exit of an object. Such a tracking system is cost effective and can be used as an automated video conferencing system and also has applications like human tracking, vehicles monitoring, and event recognition for video surveillance. The proposed algorithm was tested on standard database on complex environments and the results were satisfactory. (shrink)

H.B. Acton, professor successively in South Wales, London, and Edinburgh, died in June 1974 when he was just sixty-six. His loss is deeply lamented by his friends, not least by students of Hegel; and they extend their profound sympathy to his widow. He was much interested in political, economic and social questions, and his publications on these matters are expressive of a humane and liberal outlook. His remarkable short book on Kant’s moral philosophy shed fresh light on a well-worn topic, (...) and his posthumously printed Comte lecture on The Idea of A Spiritual Power must have many readers wish that he could have seen his idea translated into reality. It is sad that his notes for a book on Hegel in Perspective did not reach a stage at which they could be worked up for publication, but his long preface to a translation of Hegel’s essay on Natural Law is to appear in 1975 from the University of Pennsylvania Press. Not even the shortest notice could exclude mention of his effectiveness as a teacher, his untiring devotion to his students, or the respect and admiration which in them and others he inspired. (shrink)