SD LMS L-Filters for Filtration of Gray Level Images in Timespatial Domain Based on GLCM Features
|
| Title | SD LMS L-Filters for Filtration of Gray Level Images in Timespatial Domain Based on GLCM Features |
| Authors | |
| Abstract | In this paper, the new kind of adaptive signal-dependent LMS L-filter for suppression of a mixed noise in greyscale images is developed. It is based on the texture parameter measurement as modification of spatial impulse detector structure. Moreover, the one of GLCM (Gray Level Co-occurrence Matrix) features, namely, the contrast or inertia adjusted by threshold as switch between partial filters is utilised. Finally, at the positions of partial filters the adaptive LMS versions of L-filters are chosen. |
| Publisher | Faculty of Electrical Engineering and Computer Science |
| Date | 2011-06-17 |
| Source | Advances in Electrical and Electronic Engineering Vol 7, No 1 - 2 (2008): March - June |
| Rights | Authors who publish with this journal agree to the following terms:Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the works authorship and initial publication in this journal.Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journals published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access). |