Continuous Wavelet Transform on the Hyperboloid - Université de ...
Continuous Wavelet Transform on the Hyperboloid - Université de ... Continuous Wavelet Transform on the Hyperboloid - Université de ...
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
- Page 1 and 2: Continuous <strong
- Page 3 and 4: and on the sphere, it is natural to
- Page 5 and 6: 0 x 0 C 2 + H 2 + r 0 x 2 x 1 Fig.
- Page 7 and 8: The action of a motion on a point x
- Page 9: 4 p=0.5 4 p=1 3.5 3.5 3 3 2.5 2.5 2
- Page 13 and 14: E ν,ξ (x)=(ξ · x) − 1 2 −i
- Page 15 and 16: get the more elaborate expression
- Page 17 and 18: We now have all the basic ingredien
- Page 19 and 20: that 0
- Page 21 and 22: By performing the change of variabl
- Page 23 and 24: and so α(a) should behave at least
- Page 25 and 26: Fig. 9. The hyperbolic DOG wavelet
- Page 27 and 28: Fig. 11. The hyperbolic DOG wavelet
- Page 29 and 30: lim ˆψ ρ (ν, ξ)= 1 ∫ ψ(⃗x
- Page 31: April 2004. I. Tosic, I. Bogdanova,
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