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vendredi 01 mars 2013

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Even with movement, it is possible to distill style from the numbers. In its measurement of angular displacements of joints and relative displacements of limbs, kinematic analysis reduces human movement to streams of numbers. "Plug n' play" animation software is evidence of the fact that there is a basic mathematical formulation to the way in which we move-there is an average walk, run, jump, and so on. Stylometry comes into the picture as a means to give these virtual folks the style of movement of particular real people, accomplished by motion-capture systems ("mocap") that can track and record the movements of a collection of sensors or transmitters worn about the body. The acquired data can provide a numerical record of the particular way that a person walks or sips tea-and then the animator can take that away, using the manner in which that person differs from the average to give a personal touch to an animated avatar. Motion capture is a modern updating of the way in which the early Disney animators worked-often tracing over stills gleaned from footage of the movements of professional dancers and clowns in order to acquire a feel for a basic movement style. Mocap is now a standard Hollywood technique, responsible for personified performances such as Tom Hanks's animated turn as the conductor in Polar Express. This Frankensteinian "retargeting" of the motions of the living to the lifeless has even been attempted from cartoon to cartoon. Through an adaptation of the mathematics of mocap, Fred Flintstone can take dance lessons from Mickey Mouse. The success of motion capture for animation is evidence that actions do indeed speak at least as loudly as words. This is an idea that is driving a new generation of marketing and advertising. Your shopping has a style that is encoded in the trace of clicks and eyeball dwells that you leave on the web, your check-out list at the grocery store, and your monthly credit card bill. The electronic hectorings "If you liked this, then you'll like that!" are mathematical statements based on a geometry of sales-space-an item that you buy is encoded as a list of numerical attributes, and like the two-number lists that make up the x, y coordinates studied in a high school geometry class, these lists of item coordinates give geometric meaning to your buying habits. If marketers find you shopping in one region of their abstract product space, they've a pretty good idea that you may like some items nearby that their specially designed math marketing goggles allow them to see. This approach can even be applied to shopping for a mate-that's at least what some of the online dating services rely on-your personal style has a shape, in the most mathematical of terms.

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