Analyzing Video Sequences of Multiple Humans is popular PDF and ePub book, written by Jun Ohya in 2012-12-06, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Analyzing Video Sequences of Multiple Humans can be Read Online from any device for your convenience.
Analyzing Video Sequences of Multiple Humans Book PDF Summary
Analyzing Video Sequences of Multiple Humans: Tracking, Posture Estimation and Behavior Recognition describes some computer vision-based methods that analyze video sequences of humans. More specifically, methods for tracking multiple humans in a scene, estimating postures of a human body in 3D in real-time, and recognizing a person's behavior (gestures or activities) are discussed. For the tracking algorithm, the authors developed a non-synchronous method that tracks multiple persons by exploiting a Kalman filter that is applied to multiple video sequences. For estimating postures, an algorithm is presented that locates the significant points which determine postures of a human body, in 3D in real-time. Human activities are recognized from a video sequence by the HMM (Hidden Markov Models)-based method that the authors pioneered. The effectiveness of the three methods is shown by experimental results.
Detail Book of Analyzing Video Sequences of Multiple Humans PDF
- Author : Jun Ohya
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781461510031
- Genre : Computers
- Total Page : 155 pages
- Language : English
- PDF File Size : 21,9 Mb
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