Highly Nonlinear Approximations for Sparse Signal Representation

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Matlab Files


Duals:

  • BioBack deletes the requested vector j from a given basis taken from a dictionary
  • BioDictDel deletes a vector from a basis selected from a given dictionary and appropriately modifies biorthogonal functions, orthonormal functions spanning the same space as the basis, and unselected dictionary atoms subtracted by their components in the selected basis.
  • BioDictIns enlarges a basis selected from a given dictionary by one vector
  • BioFor enlargers the dual/biorthogonal basis enlarger by one vector
  • BioInsert adds an atom to a basis. It also appropriately modifies the corresponding biorthogonal basis and orthonormal basis (obtained by modified Gram-Schmidt)
  • DRE Dictionary Redundancy Elimination
  • DREOr uses DRE method to produce and orthogonal basis from a dictionary and gives dictionary's indices of the atoms spannig the space
  • DREOrp uses Dre method to produce and orthogonal basis from a dictionary
  • FrDelete deletes the requested vector from a given frame
  • FrInsert adds a vector to a frame. It also appropriately modifies the corresponding dual frame
  • FrInsertBlock adds vectors to a basis and gives the duals spanning the same space
  • NBioDictIns enlarges a basis selected from a given dictionary by one vector. It modifies the biorthogonal basis for the same space and gives the projection of the remainding atoms onto the orthogonal complementary space
  • NBioInsert adds an atom to a basis and modifies the biorthogonal basis for the same space
To download all the routines click here.
All the presented routines are described in detail in our manual (ps,pdf).