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Chapter and Conference Paper
A Quaternion Deterministic Monogenic CNN Layer for Contrast Invariance
Deep learning (DL) is attracting considerable interest as it currently achieves remarkable performance in many branches of science and technology. However, current DL cannot guarantee capabilities of the mamma...
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Chapter
Quaternion Atomic Function for Image Processing
In this work we introduce a new kernel for image processing called the atomic function. This kernel is compact in the spatial domain, and it can be adapted to the behavior of the input signal by broadening or ...