Leveraging Adaptive Color Augmentation in Convolutional Neural Networks
for Deep Skin Lesion Segmentation

Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation

31 October 2020

Abdullah Thabit

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Papers citing "Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation"

10 / 10 papers shown

Title
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella V. Rotemberg P. Tschandl M. E. Celebi Stephen W. Dusza ... Aadi Kalloo Konstantinos Liopyris Michael Marchetti Harald Kittler Allan Halpern 113 1,193 0 09 Feb 2019
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation Ahmed H. Shahin K. Amer M. A. Alattar SSeg MedIm 41 27 0 26 Jan 2019
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 132 1,087 0 21 Nov 2018
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018 Alceu Bissoto Fábio Perez Vinícius Ribeiro Michel Fornaciali Sandra Avila Eduardo Valle 40 43 0 25 Aug 2018
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro 75 195 0 04 Jun 2018
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks Yading Yuan Y. Lo 203 224 0 28 Sep 2017
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis Adrian Galdran Aitor Alvarez-Gila Maria Inês Meyer C. L. Saratxaga Teresa Araújo Estíbaliz Garrote Guilherme Aresta P. Costa A. Mendonça A. Campilho 96 63 0 10 Mar 2017
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 209 1,580 0 28 Nov 2016
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 126 1,875 0 22 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015