Continuous Wavelet Transform on the Hyperboloid - Université de ...

Continuous Wavelet Transform on the Hyperboloid - Université de ... Continuous Wavelet Transform on the Hyperboloid - Université de ...

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2 1.8 1.6 p=0.1 p=0.5 p=1 1.4 dist(x N , x a ) 1.2 1 0.8 0.6 0.4 0.2 0 0 0.5 1 1.5 2 2.5 3 dilation a Fig. 6. Analysis of the distance (9) as a function of dilation a, withx N being the North Pole and using conic projection for different parameter p. in the equatorial plane: x = x(χ, ϕ) → Φ(x) =tanh χ 2 eiϕ . (23) In the case p = 1 2 by using (17) and basic trigonometric relations, we obtain tanh χ a 2 = √ √√√ a 2 tanh 2 χ 2 1+(a 2 − 1) tanh 2 χ 2 ≡ ζ. (24) In this case, the dilation leaves invariant both ζ =0andζ = 1, the center and the border of the disc, respectively. Figure 7 depicts the action of this transformation on a point x ∈ H+ 2 . A dilation from the North Pole (D N)is considered as a dilation in the unit disc in equatorial plane and lifted back to H+ 2 by inverse stereographic projection from the South Pole. A dilation from any other point x ∈ H+ 2 is obtained by moving x to the North Pole by a rotation g ∈ SO 0 (1, 2), performing dilation D N and going back by inverse rotation: D x = g −1 D N g. The visualization of the dilation on the hyperboloid H+ 2 ,withp = 0.5, is provided in Figure 8. There, each circle represents points on the hyperboloid at constant χ and is dilated by the scale factor a =0.75. 10

x 0 H 2 + a N x 1 a S x 2 H 2 - Fig. 7. Action of a dilation a on the hyperboloid H 2 + through a stereographic projection (case p = 1 2 ). Fig. 8. Visualization of the dilation on the hyperboloid H 2 + (case p = 1 2 ). 5 Harmonic analysis on the 2-hyperboloid 5.1 Fourier-Helgason ong>Transformong> This integral transform is the precise analog of the Fourier-Plancherel transform on R n . It consists of an isometry between two Hilbert spaces FH : L 2 (H 2 +, dµ) −→ L 2 (L, dη), (25) 11

2<br />

1.8<br />

1.6<br />

p=0.1<br />

p=0.5<br />

p=1<br />

1.4<br />

dist(x N<br />

, x a<br />

)<br />

1.2<br />

1<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0<br />

0 0.5 1 1.5 2 2.5 3<br />

dilati<strong>on</strong> a<br />

Fig. 6. Analysis of <strong>the</strong> distance (9) as a functi<strong>on</strong> of dilati<strong>on</strong> a, withx N being <strong>the</strong><br />

North Pole and using c<strong>on</strong>ic projecti<strong>on</strong> for different parameter p.<br />

in <strong>the</strong> equatorial plane:<br />

x = x(χ, ϕ) → Φ(x) =tanh χ 2 eiϕ . (23)<br />

In <strong>the</strong> case p = 1 2<br />

by using (17) and basic trig<strong>on</strong>ometric relati<strong>on</strong>s, we obtain<br />

tanh χ a<br />

2 = √ √√√<br />

a 2 tanh 2 χ 2<br />

1+(a 2 − 1) tanh 2 χ 2<br />

≡ ζ. (24)<br />

In this case, <strong>the</strong> dilati<strong>on</strong> leaves invariant both ζ =0andζ = 1, <strong>the</strong> center<br />

and <strong>the</strong> bor<strong>de</strong>r of <strong>the</strong> disc, respectively. Figure 7 <strong>de</strong>picts <strong>the</strong> acti<strong>on</strong> of this<br />

transformati<strong>on</strong> <strong>on</strong> a point x ∈ H+ 2 . A dilati<strong>on</strong> from <strong>the</strong> North Pole (D N)is<br />

c<strong>on</strong>si<strong>de</strong>red as a dilati<strong>on</strong> in <strong>the</strong> unit disc in equatorial plane and lifted back<br />

to H+ 2 by inverse stereographic projecti<strong>on</strong> from <strong>the</strong> South Pole. A dilati<strong>on</strong><br />

from any o<strong>the</strong>r point x ∈ H+ 2 is obtained by moving x to <strong>the</strong> North Pole by<br />

a rotati<strong>on</strong> g ∈ SO 0 (1, 2), performing dilati<strong>on</strong> D N and going back by inverse<br />

rotati<strong>on</strong>:<br />

D x = g −1 D N g.<br />

The visualizati<strong>on</strong> of <strong>the</strong> dilati<strong>on</strong> <strong>on</strong> <strong>the</strong> hyperboloid H+ 2 ,withp = 0.5, is<br />

provi<strong>de</strong>d in Figure 8. There, each circle represents points <strong>on</strong> <strong>the</strong> hyperboloid<br />

at c<strong>on</strong>stant χ and is dilated by <strong>the</strong> scale factor a =0.75.<br />

10

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