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Adaptive Langevin sampler for separation of t-distribution modelled astrophysical maps.
IEEE Trans Image Process. 2010 Sep;19(9):2357-68. doi: 10.1109/TIP.2010.2048613. Epub 2010 Apr 19.
IEEE Trans Image Process. 2010.
PMID: 20409994
Bayesian separation of images modeled with MRFs using MCMC.
Kayabol K, Kuruoğlu EE, Sankur B.
Kayabol K, et al.
IEEE Trans Image Process. 2009 May;18(5):982-94. doi: 10.1109/TIP.2009.2012905.
IEEE Trans Image Process. 2009.
PMID: 19336309
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Unsupervised amplitude and texture classification of SAR images with multinomial latent model.
Kayabol K, Zerubia J.
Kayabol K, et al.
IEEE Trans Image Process. 2013 Feb;22(2):561-72. doi: 10.1109/TIP.2012.2219545. Epub 2012 Sep 18.
IEEE Trans Image Process. 2013.
PMID: 23008256
Free article.
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Approximate Sparse Multinomial Logistic Regression for Classification.
Kayabol K.
Kayabol K.
IEEE Trans Pattern Anal Mach Intell. 2020 Feb;42(2):490-493. doi: 10.1109/TPAMI.2019.2904062. Epub 2019 Mar 8.
IEEE Trans Pattern Anal Mach Intell. 2020.
PMID: 30869609
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