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Book Details :
Published on: 2014-10-15
Released on: 2014-10-15
Original language: English

Semantic Analysis and Understanding of Human Behaviour in Video Streaming investigates the semantic analysis of the human behaviour captured by video streaming, and introduces both theoretical and technological points of view. Video analysis based on the semantic content is in fact still an open issue for the computer vision research community, especially when real-time analysis of complex scenes is concerned. This book explores an innovative, original approach to human behaviour analysis and understanding by using the syntactical symbolic analysis of images and video streaming described by means of strings of symbols. A symbol is associated to each area of the analyzed scene. When a moving object enters an area, the corresponding symbol is appended to the string describing the motion. This approach allows for characterizing the motion of a moving object with a word composed by symbols. By studying and classifying these words we can categorize and understand the various behaviours. The main advantage of this approach lies in the simplicity of the scene and motion descriptions so that the behaviour analysis will have limited computational complexity due to the intrinsic nature both of the representations and the related operations used to manipulate them. Besides, the structure of the representations is well suited for possible parallel processing, thus allowing for speeding up the analysis when appropriate hardware architectures are used. A new methodology for design systems for hierarchical high semantic level analysis of video streaming in narrow domains is also proposed.  Guidelines to design your own system are provided in this book. Designed for practitioners, computer scientists and engineers working within the fields of human computer interaction, surveillance, image processing and computer vision, this book can also be used as secondary text book for advanced-level students in computer science and engineering.  18. The WEKA Data Mining Software: an Update More than twelve years have elapsed since the first public release of WEKA. In that time the software has been rewritten entirely from scratch evolved substantially ... SAP Community SAP The SAP Community is the quickest way for users to solve problems learn more about SAP solutions and invent new ways to get things done. Inside The Network of Email Newsletters ... Here's what our subscribers say The Inside team does a consistently fantastic job delivering the right news at the right time ... Theses and Dissertations Available from ProQuest Theses ... Theses and Dissertations Available from ProQuest. Full text is available to Purdue University faculty staff and students on campus through this site. Accepted Papers ICML New York City We show how deep learning methods can be applied in the context of crowdsourcing and unsupervised ensemble learning. First we prove that the popular model of Dawid ... Welcome acm sigcomm SIGCOMM is ACM's professional forum for discussing communications and computer networks. SIGCOMM members include scientists engineers educators and students. Predicting Tie Strength With Social Media Social media treats all users the same: trusted friend or total stranger with little or nothing in between. In reality relationships fall everywhere along this ... Software - Wikipedia Programming tools are also software in the form of programs or applications that software developers (also known as programmers coders hackers or software engineers ... Contents Vol.7 No.3 May 2004. Mathematical and Natural Sciences. Study on Bilinear Scheme and Application to Three-dimensional Convective Equation (Itaru Hataue and Yosuke ... ERIC - Education Resources Information Center ERIC is an online library of education research and information sponsored by the Institute of Education Sciences (IES) of the U.S. Department of Education.
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