Search Results for author: Muhammad Aminul Islam

Found 3 papers, 1 papers with code

Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks

no code implementations4 Dec 2019 Muhammad Aminul Islam, Bryce Murray, Andrew Buck, Derek T. Anderson, Grant Scott, Mihail Popescu, James Keller

While most deep learning architectures are built on convolution, alternative foundations like morphology are being explored for purposes like interpretability and its connection to the analysis and processing of geometric structures.

Fusion of heterogeneous bands and kernels in hyperspectral image processing

no code implementations22 May 2019 Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan

Our approach is different in the respect that it is flexible and it follows a well-studied process of visual clustering in high-dimensional spaces.

Clustering Dimensionality Reduction

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