Multi-class Semantic Segmentation of Skin Lesions via Fully
Convolutional Networks

v1v2 (latest)

Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks

28 November 2017

Saeed Hassanpour

ArXiv (abs)PDF HTML

Papers citing "Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks"

9 / 9 papers shown

Title
Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation D. Powers 175 5,293 0 11 Oct 2020
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 94 2,081 0 13 Oct 2017
Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation Manu Goyal N. Reeves S. Rajbhandari Jennifer Spragg Moi Hoon Yap 35 136 0 06 Aug 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 123 1,278 0 22 Apr 2017
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 747 37,890 0 20 May 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 280 14,712 0 20 Jun 2014