Technical Program

Paper Detail

Paper:IMDSP-P4.4
Session:Image and Multidimensional Signal Processing: Theory and Methods
Time:Tuesday, May 18, 15:30 - 17:30
Presentation: Poster
Topic: Image and Multidimensional Signal Processing: M-D Signal Processing Theory and Methods
Title: FAST OPTIMIZATION OF WEIGHTED VECTOR MEDIAN FILTERS
Authors: Yuzhong Shen; University of Delaware 
 Kenneth E. Barner; University of Delaware 
Abstract: In this paper, we analyze several previous optimization approaches for weighted vector median (WVM) filters and show their deficiencies. We then propose two fast adaptive WVM optimization algorithms. Proposed algorithm I computes the optimal weight changes at each iteration, and updates weights correspondingly. Proposed algorithm II extends the results from weighted median optimization to the vector case by a generalization of an error metric. Both algorithms are fast and stable, and perform well under a wide variety of circumstances.
 
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