Mr. Dedimuni De Silva Profile

Dedimuni De Silva

at Univ of Moratuwa

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Publications (2)

Proceedings Article | 31 January 2020 Paper

Multi-path learnable wavelet neural network for image classification

D. D. N. De Silva, H. W. M. K. Vithanage, K. S. D. Fernando, I. T. S. Piyatilake

Proceedings Volume 11433, 114331O (2020) https://doi.org/10.1117/12.2556535

KEYWORDS: Wavelets, Neural networks, Discrete wavelet transforms, Neurons, Data modeling, Network architectures, Image classification, Wavelet transforms, Performance modeling, Pattern recognition, Performance modeling, Pattern recognition, Wavelets, Neural networks, Discrete wavelet transforms, Neurons, Data modeling, Network architectures, Image classification, Wavelet transforms

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Proceedings Article | 15 March 2019 Paper

Wavelet based edge feature enhancement for convolutional neural networks

D. D. De Silva, S. Fernando, I. T. Piyatilake, A. V. Karunarathne

Proceedings Volume 11041, 110412R (2019) https://doi.org/10.1117/12.2522849

KEYWORDS: Wavelets, Wavelet transforms, Image processing, Discrete wavelet transforms, Network architectures, Convolutional neural networks, Edge detection, Convolution, Neural networks, Machine learning

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