IEEE - Institute of Electrical and Electronics Engineers, Inc. - Hierarchical mix-pooling and its applications to biomedical image classification

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016)

Author(s): Siyamalan Manivannan ; Ruixuan Wang ; Emanuele Trucco
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2016
Conference Location: Prague, Czech Republic, Czech Republic
Conference Date: 13 April 2016
Page(s): 541 - 544
ISBN (Electronic): 978-1-4799-2349-6
ISSN (Electronic): 1945-8452
DOI: 10.1109/ISBI.2016.7493326
Regular:

This paper introduces Hierarchical Mix-pooling (HMP), a translation-invariant image representation improving the discriminative power of pooling representations by capturing... View More

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