IEEE - Institute of Electrical and Electronics Engineers, Inc. - Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features

Author(s): Zhen Yu ; Xudong Jiang ; Feng Zhou ; Jing Qin ; Dong Ni ; Siping Chen ; Baiying Lei ; Tianfu Wang
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2019
Volume: 66
Page(s): 1,006 - 1,016
ISSN (Electronic): 1558-2531
ISSN (Paper): 0018-9294
DOI: 10.1109/TBME.2018.2866166
Regular:

In this paper, we present a novel framework for dermoscopy image recognition via both a deep learning method and a local descriptor encoding strategy. Specifically, deep representations of a... View More

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