Browsing by Author "Suhre, Alexander"
Now showing items 1-5 of 5
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Carcinoma cell line discrimination in microscopic images using unbalanced wavelets
(IEEE, 2012-03)Cancer cell lines are widely used for research purposes in laboratories all over the world. In this paper, we present a novel method for cancer cell line image classification, which is very costly by conventional methods. ... -
Content-adaptive color transform for image compression
(IEEE, 2011)In this paper, an adaptive color transform for image compression is introduced. In each block of the image coefficients of the color transform are determined from the previously compressed neighboring blocks using weighted ... -
Image histogram thresholding using Gaussian kernel density estimation (English)
(IEEE, 2013)In this article, image histogram thresholding is carried out using the likelihood of a mixture of Gaussians. In the proposed approach, a prob ability density function (PDF) of the histogram is computed using Gaussian kernel ... -
Microscopic image classification using sparsity in a transform domain and Bayesian learning
(IEEE, 2011)Some biomedical images show a large quantity of different junctions and sharp corners. It is possible to classify several types of biomedical images in a region covariance approach. Cancer cell line images are divided into ... -
Novel methods for microscopic image processing, analysis, classification and compression
(Bilkent University, 2013)Microscopic images are frequently used in medicine and molecular biology. Many interesting image processing problems arise after the initial data acquisition step, since image modalities are manifold. In this thesis, we ...
