TY - GEN
T1 - Behavior of adaptive digital erosions
AU - Cuciurean-Zapan, Clara
AU - Dougherty, Edward R.
AU - Chen, Yidong
PY - 1996
Y1 - 1996
N2 - Design of statistically optimal erosion-based filters is problematic due to the complexity of the search process. Specialized search techniques and constraints on optimality are used to mitigate the full search. Adaptation of structuring elements has also ben employed. The present paper looks at the behavior of an adaptive filter relative to the actual optimal filter for a single erosion in two models, signal-union-noise and dilation. It does so in the context of state transitions, where filter states are stacks that determine the structuring element upon thresholding.
AB - Design of statistically optimal erosion-based filters is problematic due to the complexity of the search process. Specialized search techniques and constraints on optimality are used to mitigate the full search. Adaptation of structuring elements has also ben employed. The present paper looks at the behavior of an adaptive filter relative to the actual optimal filter for a single erosion in two models, signal-union-noise and dilation. It does so in the context of state transitions, where filter states are stacks that determine the structuring element upon thresholding.
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M3 - Conference contribution
AN - SCOPUS:0030349790
SN - 0819422118
SN - 9780819422118
T3 - Proceedings of SPIE - The International Society for Optical Engineering
SP - 100
EP - 108
BT - Proceedings of SPIE - The International Society for Optical Engineering
A2 - Dougherty, Edward R.
A2 - Preteux, Francoise
A2 - Davidson, Jennifer L.
T2 - Statistical and Stochastic Methods for Image Processing
Y2 - 4 August 1996 through 5 August 1996
ER -