Yazar "Ozturk S." için listeleme
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Convolution kernel size effect on convolutional neural network in histopathological image processing applications
Ozturk S.; Ozkaya U.; Akdemir B.; Seyfi L. (Institute of Electrical and Electronics Engineers Inc., 2018)In this study, the change in the classification success of the convolutional neural network (CNN) is investigated when the dimensions of the convolution window are altered. For this purpose, four different linear convolution ... -
Detailed Investigation and Comparison of Various Binarization Algorithms for Hashing
Ozturk S. (Institute of Electrical and Electronics Engineers Inc., 2021)The fact that the number of images stored continues to increase day by day makes content-based image retrieval (CBIR) systems more important. Considering that almost all of the datasets encountered today are large, it is ... -
Weighting and classification of image features using optimization algorithms
Ozturk S.; Ozkaya U.; Akdemir B.; Seyfi L. (Institute of Electrical and Electronics Engineers Inc., 2018)In this study, importance ratios of features extracted from images using feature extraction algorithms are examined. A significance coefficient is determined for each feature parameter. The number of features is reduced ...
