IKBFU's Vestnik

2012 Issue №10

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Example of computer vision system based on neural network classificator



The method of automatic analysis of images made with microscope for detection and classification of blood cells is proposed. The algorithm of cell detection on the image is described. Deep neural network with logistic regression layer as an output layer is used to classify images of blood cells.


1. Назаренко Г. И., Кишкун А. А. Клиническая оценка результатов лабораторных исследований. М., 2005.
2. Szeliski R. Computer Vision: Algorithms and Applications. London: SpringerVerlag, 2011.
3. Bradsky G., Kaehler A. Learning OpenCV: Computer Vision with the OpenCV Library. CA: O’Reilly Media, Inc., 2009.
4. Хайкин С. Нейронные сети : полный курс. М., 2006.
5. Yoshua Bengio. Learning deep architectures for AI, foundations and trends® in machine learning. 2009. Vol. 2, №. 1. P. 1—127.