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Multilateral filtering : a novel framework for generic similarity-based image denoising
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Butt, I. and Rajpoot, Nasir M. (Nasir Mahmood) (2009) Multilateral filtering : a novel framework for generic similarity-based image denoising. In: 16th IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, 7-10 Nov, 2009. Published in: 16th IEEE International Conference on Image Processing (ICIP 2009) pp. 2981-2984. ISBN 9781424456536. doi:10.1109/ICIP.2009.5414513 ISSN 1522-4880.
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Official URL: http://dx.doi.org/10.1109/ICIP.2009.5414513
Abstract
We present a novel iterative nonlinear filtering framework, termed multilateral filtering, based on the idea of generic local similarity. A set of local features is computed for each pixel using its local neighborhood. Two pixels are considered to be similar if the Euclidean distance between their corresponding feature vectors is small and vice versa. Multilateral filtering results in image smoothing while preserving edge and textural features. Our experimental results show that the proposed method produces comparable and often better results than the state-of-the-art denoising methods.
Item Type: | Conference Item (Paper) | ||||
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Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software | ||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Journal or Publication Title: | 16th IEEE International Conference on Image Processing (ICIP 2009) | ||||
Publisher: | IEEE | ||||
ISBN: | 9781424456536 | ||||
ISSN: | 1522-4880 | ||||
Official Date: | 2009 | ||||
Dates: |
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Page Range: | pp. 2981-2984 | ||||
DOI: | 10.1109/ICIP.2009.5414513 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Date of first compliant deposit: | 21 December 2015 | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | 16th IEEE International Conference on Image Processing (ICIP 2009) | ||||
Type of Event: | Conference | ||||
Location of Event: | Cairo, Egypt | ||||
Date(s) of Event: | 7-10 Nov, 2009 |
Data sourced from Thomson Reuters' Web of Knowledge
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