TY - GEN
T1 - Vector mathematical morphological operators based on fuzzy extremum estimation
AU - Lei, Tao
AU - Fan, Yangyu
AU - Zhang, Chenrui
AU - Wang, Xiaopeng
PY - 2013
Y1 - 2013
N2 - Two fundamental problems in vector extremum estimation based on lexicographical ordering are investigated in this paper. The first problem is the choice of the optimal marginal components applying to lexicographical ordering. And the second is that the lexicographical ordering only depends on the first component which leads to the followed components taking no effect. To solve the two problems, three novel marginal components are presented by means of the quaternion description of a color image. Moreover, a new fuzzy extremum estimation algorithm (FEEA) is also proposed and applied to vector ordering. Comparing with the existing solutions, experimental results show that the proposed FEEA has better effect on vector extremum estimation, and the presented frame of vector mathematical morphology can be used to process color image and provide better result.
AB - Two fundamental problems in vector extremum estimation based on lexicographical ordering are investigated in this paper. The first problem is the choice of the optimal marginal components applying to lexicographical ordering. And the second is that the lexicographical ordering only depends on the first component which leads to the followed components taking no effect. To solve the two problems, three novel marginal components are presented by means of the quaternion description of a color image. Moreover, a new fuzzy extremum estimation algorithm (FEEA) is also proposed and applied to vector ordering. Comparing with the existing solutions, experimental results show that the proposed FEEA has better effect on vector extremum estimation, and the presented frame of vector mathematical morphology can be used to process color image and provide better result.
KW - color image processing
KW - lexicographical ordering
KW - quaternion decomposition
KW - vector mathematical morphology
UR - https://www.scopus.com/pages/publications/84897748166
U2 - 10.1109/ICIP.2013.6738624
DO - 10.1109/ICIP.2013.6738624
M3 - 会议稿件
AN - SCOPUS:84897748166
SN - 9781479923410
T3 - 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
SP - 3031
EP - 3034
BT - 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings
PB - IEEE Computer Society
T2 - 2013 20th IEEE International Conference on Image Processing, ICIP 2013
Y2 - 15 September 2013 through 18 September 2013
ER -