Title :
New morphological operators: BERD and BDRE
Author :
Kher, Alok ; Mitra, Sunanda
Author_Institution :
Dept. of Electr. Eng., Texas Tech. Univ., Lubbock, TX, USA
Abstract :
The authors briefly describe their new morphological operators of “boundary erosion region dilation (BERD)” and “boundary dilation region erosion (BDRE)”. The paper covers definitions, properties, and some of the applications of these operators. BERD and BDRE operations may be used to approximately perform the job of various common morphological filtering operations with lesser computational times. BERD and BDRE operations with 2-D structuring elements may be used to construct robust connectivity preserving filters. Unlike commonly used median closing and opening operators1,5,6, these filters do not destroy thin regions which rapidly change their direction or the regions which can not be probed by straight lines in limited directions. They have used these connectivity preserving filters for removing speckle noise from SAR images while retaining thin regions and fine details of regions boundaries
Keywords :
filtering and prediction theory; image processing; mathematical morphology; set theory; 2-D structuring elements; BDRE; BERD; SAR images; boundary dilation region erosion; boundary erosion region dilation; morphological filtering; morphological operators; regions boundaries; robust connectivity preserving filters; speckle noise removal; Computer vision; Filtering; Filters; Image analysis; Image processing; Laboratories; Morphological operations; Morphology; Noise robustness; Pixel;
Conference_Titel :
Image Analysis and Interpretation, 1994., Proceedings of the IEEE Southwest Symposium on
Conference_Location :
Dallas, TX
Print_ISBN :
0-8186-6250-6
DOI :
10.1109/IAI.1994.336674