I want to implement Wavelet Transform from the scratch, that mean breaking the wavelet transform into its equations to implement in any Programming language. Matlab Comes with built-in functions to implement Wavelet Transform but It is really hard to understand which processes are exactly involved in the implementation if one wants to develop their own functions.
I know there are Low and High Pass filter involved and the other step called , Down-Sampling but I still have so many doubts on how exactly to combine these filters and samplers to design one's own Wavelet Transform function.
The wavelet tranform block diagram looks like this,
but there are so many Wavelet transform like Haar, db1, db2 etc. Which wavelet tranform does this blog diagram defines anyway.