U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss
in Multi-class Segmentation for Corrosion Identification

U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss in Multi-class Segmentation for Corrosion Identification

18 September 2018

Giuseppe Loianno

Camillo J Taylor

Joseph H. Harwood

Papers citing "U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss in Multi-class Segmentation for Corrosion Identification"

13 / 13 papers shown

Title
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells F. Guerrero-Peña Pedro Diamel Marrero Fernández Ing Ren Tsang M. Yui E. Rothenberg Alexandre Cunha 36 74 0 21 Feb 2018
Fast, Autonomous Flight in GPS-Denied and Cluttered Environments K. Mohta Michael Watterson Yash Mulgaonkar Sikang Liu Chao Qu ... Giuseppe Loianno Davide Scaramuzza Kostas Daniilidis Camillo J Taylor Vijay Kumar 45 196 0 06 Dec 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 211 2,367 0 15 Oct 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 112 2,996 0 07 Aug 2017
Synthesizing Training Data for Object Detection in Indoor Scenes G. Georgakis Arsalan Mousavian Alexander C. Berg Jana Kosecka 3DPC ObjD 60 205 0 25 Feb 2017
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 242 18,232 0 02 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 431 18,350 0 27 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 738 37,846 0 20 May 2016
Using Deep Learning for Image-Based Plant Disease Detection Sharada Mohanty David P. Hughes M. Salathé 39 3,117 0 11 Apr 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,798 0 02 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,289 0 11 Feb 2015
Pedestrian Detection with Unsupervised Multi-Stage Feature Learning P. Sermanet Koray Kavukcuoglu Soumith Chintala Yann LeCun SSL 93 828 0 01 Dec 2012