By Petrovic, Winograd, Jemili, Metois
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Extra resources for Data hiding within audio signals
Then, they smoothly lift the dumbbells overhead until the arms are straight (forward movement). They slowly lower the dumbbells back to the starting position (it’s called a backward movement), and repeat. In general, repetition pattern of all free weight exercises includes a starting position, a forward movement, and a backward movement. Fig. 5 shows the pattern of repetitions for the overhead dumbbell press. As we can see from Fig. 5, there exists a repetition pattern in acceleration and we give the reason for such pattern in the following.
In: EMBS (2006) 15. : Dynamic Bayesian Networks: Representation, Inference and Learning (2002) 16. : Graphical models for recognizing human interactions. In: NIPS, pp. 924–930 (1998) 17. : Accurate gsm indoor localization. In: Ubicomp, pp. 141–158 (2005) 18. : Inferring activities from interactions with objects. IEEE Pervasive Computing Magazine 3(4), 50–57 (2004) 19. : Autominder: an intelligent cognitive orthotic system for people with memory impairment. Robotics and Autonomous Systems 44(3-4), 273–282 (2003) 20.
The experimental results were based on exercise data we collected by asking ten subjects Tracking Free-Weight Exercises 21 to perform nine different exercises, with different weight settings. 5 minutes), with a total of 4925 repetitions. The remainder of this paper is organized as follows. Section 1 describes the related work. Section 2 describes a taxonomy of exercises and the rationale for using accelerometers to approach free weight exercises. Section 3 presents the development and evaluation of the algorithms.
Data hiding within audio signals by Petrovic, Winograd, Jemili, Metois