most citedEnabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks

82 citations · 84 across the 3 of their papers we have counts for

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cs.CV2026

DS-SAC: Density Search for Sample Consensus

Suraj Thapa, Muhammad Aminul Islam

Robust geometric model estimation is a fundamental problem in computer vision. RANSAC and its variants remain widely used for this task; however, they rely on stochastic minimal sa…

cs.CV2019

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

Muhammad Aminul Islam, Bryce Murray, Andrew Buck +4

While most deep learning architectures are built on convolution, alternative foundations like morphology are being explored for purposes like interpretability and its connection to…