{"product_id":"jun-ohya-analyzing-video-sequences-of-multiple-humans-9781461353461","title":"Analyzing Video Sequences of Multiple Humans","description":"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.","brand":"Springer US","offers":[{"title":"Default Title","offer_id":53908588626262,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/jun-ohya-analyzing-video-sequences-of-multiple-humans-9781461353461","provider":"momoxbooks","version":"1.0","type":"link"}