Homework Assignments for Math 464: Haar Wavelet Decomposition and Reconstruction - Prof. K, Assignments of Mathematics

The homework assignments for math 464, focusing on haar wavelet decomposition and reconstruction. Students are required to reconstruct vectors g and h from their given haar wavelet coefficients, and find matrices to transform coefficients between approximation and detail levels. Part a., b., and c. Ask students to find matrices for coefficient transformation and verify their inverses.

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Pre 2010

Uploaded on 02/13/2009

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Math 464
Homework: Due on 4/30
1) Reconstruct gV3given these coefficients in its Haar wavelet decomposition:
a2= [1,4,5,3], b2= [3,2,1,1].
The first entry in each list correponds to k= 0. Sketch g.
2) Reconstruct hV3given these coefficients in its Haar wavelet decomposition:
a1= [3,2] b1= [2,3] b2= [3,3,1,1].
The first entry in each list correponds to k= 0. Sketch h.
3) Let j0 be an integer. Let fVjwith coefficients in its Haar wavelet decomposition aj, aj1, . . . , a1, a0
and bj1, bj2,...,b1, b0. Assume that fis supported in the interval [0,1).
(a) Find a matrix that will transform ajinto {bj1, bj2,...,b0, a0}.
(b) Find a matrix that will transform {bj1, bj2,...,b0, a0}into aj.
(c) Verify that the matrices found in part a. and b. are inverse of each other.
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Math 464 Homework: Due on 4/

  1. Reconstruct g ∈ V 3 given these coefficients in its Haar wavelet decomposition:

a^2 = [1, 4 , 5 , −3], b^2 = [− 3 , − 2 , 1 , −1].

The first entry in each list correponds to k = 0. Sketch g.

  1. Reconstruct h ∈ V 3 given these coefficients in its Haar wavelet decomposition:

a^1 = [3, −2] b^1 = [− 2 , −3] b^2 = [− 3 , − 3 , − 1 , −1].

The first entry in each list correponds to k = 0. Sketch h.

  1. Let j ≥ 0 be an integer. Let f ∈ Vj with coefficients in its Haar wavelet decomposition aj^ , aj−^1 ,... , a^1 , a^0 and bj−^1 , bj−^2 ,... , b^1 , b^0. Assume that f is supported in the interval [0, 1).

(a) Find a matrix that will transform aj^ into {bj−^1 , bj−^2 ,... , b^0 , a^0 }.

(b) Find a matrix that will transform {bj−^1 , bj−^2 ,... , b^0 , a^0 } into aj^.

(c) Verify that the matrices found in part a. and b. are inverse of each other.