Maximal Function Pooling with Applications

نویسندگان

چکیده

Inspired by the Hardy–Littlewood maximal function, we propose a novel pooling strategy which is called maxfun pooling. It presented both as viable alternative to some of most popular functions, such max and average pooling, way interpolating between these two algorithms. We demonstrate features with applications: first in context convolutional sparse coding, then for image classification.

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ژورنال

عنوان ژورنال: Applied and numerical harmonic analysis

سال: 2021

ISSN: ['2296-5009', '2296-5017']

DOI: https://doi.org/10.1007/978-3-030-69637-5_21