2006 IEEE International Conference on Multimedia and Expo
Optimization of Matching Pursuit Encoder Based on Analytical Approximation of Matching Pursuit Distortion
Toronto, ON, Canada
July 09-July 12
ISBN: 1-4244-0366-7
Alireza Shoa, Dept. of Elec. and Comp. Eng., McMaster University, Hamilton, Canada. shoaah@mcmaster.ca
Shahram Shirani, Dept. of Elec. and Comp. Eng., McMaster University, Hamilton, Canada. shirani@mcmaster.ca
Distortion of matching pursuit is calculated in terms of matching pursuit encoder parameters for uniformly distributed signals and dictionaries. Then, the MP encoder is optimized using the analytically derived approximation for MP distortion. Our simulation results show that this optimized MP encoder exhibits optimum performance for nonuniform signal and dictionary distributions as well.
Citation:
Alireza Shoa, Shahram Shirani, "Optimization of Matching Pursuit Encoder Based on Analytical Approximation of Matching Pursuit Distortion," icme, pp.749-752, 2006 IEEE International Conference on Multimedia and Expo, 2006