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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Leukocytes identification using augmentation and transfer learning based convolution neural network
Most haematological diseases can be diagnosed using the morphological analysis of the microscopic blood image. The basic routine of the morphological analysis can be performed using the microscopic device which requires the skills and experiences of…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Half Gaussian-based wavelet transform for pooling layer for convolution neural network
Pooling methods are used to select most significant features to be aggregated
to small region. In this paper, anew pooling method is proposed based on
probability function. Depending on the fact that, most information is
concentrated from mean of…
to small region. In this paper, anew pooling method is proposed based on
probability function. Depending on the fact that, most information is
concentrated from mean of…