{"product_id":"analyzing-video-sequences-of-multiple-humans-tracking-posture-estimation-and-behavior-recognition-von-jun-ohya-akira-utsumi-junji-yamato","title":"Analyzing Video Sequences of Multiple Humans","description":"\n                                \n                \u003cstrong\u003eAnalyzing Video Sequences of Multiple Humans: Tracking, Posture Estimation and Behavior Recognition\u003c\/strong\u003e\n                                 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.\n                \n                \u003cbr\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461353461\"\u003e\u003ch3\u003eTracking, Posture Estimation and Behavior Recognition\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781461353461","offer_id":39416567627869,"sku":"9781461353461","price":160.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/60d37fc4-6d83-460a-860f-08123220a7fb.jpg?v=1774757396","url":"https:\/\/shop.autorenwelt.de\/en\/products\/analyzing-video-sequences-of-multiple-humans-tracking-posture-estimation-and-behavior-recognition-von-jun-ohya-akira-utsumi-junji-yamato","provider":"Autorenwelt Shop","version":"1.0","type":"link"}