Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images.

JR, Hagerty; RJ, Stanley; HA, Almubarak; N, Lama; R, Kasmi; P, Guo; RJ, Drugge; HS, Rabinovitz; M, Oliviero; WV, Stoecker

doi:10.1109/jbhi.2019.2891049

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Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images.

Shared by NobleBlocks on Jan 4, 2019 • 12:00 AM UTC

Authors:

Hagerty JR

Stanley RJ

Almubarak HA

Abstract

This paper presents an approach that combines conventional image processing with deep learning by fusing the features from the individual techniques. We hypothesize that the two techniques, with different error profiles, are synergistic. The conventional image processing arm uses three handcrafted b...

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