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Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment

2 September 2020

Robin Murphy

Papers citing "Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment"

38 / 38 papers shown

Title
Detecting natural disasters, damage, and incidents in the wild Ethan Weber Nuria Marzo Dim P. Papadopoulos A. Biswas Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba 67 56 0 20 Aug 2020
MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos Xiaoyu Zhu Junwei Liang Alexander G. Hauptmann 78 54 0 30 Jun 2020
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment A. Gupta Simon Watson Hujun Yin 94 56 0 10 Jun 2020
RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery Rohit Gupta M. Shah 128 93 0 15 Apr 2020
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles C. Kyrkou T. Theocharides 38 109 0 20 Jun 2019
From Satellite Imagery to Disaster Insights Jigar Doshi Saikat Basu Guan Pang 71 62 0 17 Dec 2018
Benchmark Dataset for Automatic Damaged Building Detection from Post-Hurricane Remotely Sensed Imagery S. Chen Andrew Escay C. Haberland Tessa Schneider Valentina Staneva Youngjun Choe 78 44 0 13 Dec 2018
$Multi$^{\mathbf{3}}$Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery$ Multi $^{\mathbf{3}}$ Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery Tim G. J. Rudner M. Rußwurm Jakub Fil R. Pelich B. Bischke V. Kopačková Piotr Bilinski AI4CE 51 105 0 05 Dec 2018
DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images Ilke Demir Krzysztof Koperski David Lindenbaum Guan Pang Jing Huang Saikat Basu Forest Hughes D. Tuia Ramesh Raskar 60 844 0 17 May 2018
ExFuse: Enhancing Feature Fusion for Semantic Segmentation Zhenli Zhang Xiangyu Zhang Chao Peng Dazhi Cheng Jian Sun 82 429 0 11 Apr 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 490 13,194 0 07 Feb 2018
Functional Map of the World Gordon A. Christie Neil Fendley James Wilson R. Mukherjee VGen 82 399 0 21 Nov 2017
Stacked Deconvolutional Network for Semantic Segmentation J. Fu Qingbin Liu Yuhang Wang Hanqing Lu SSeg 68 213 0 16 Aug 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 234 8,494 0 17 Jun 2017
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises T. Nguyen Firoj Alam Ferda Ofli Muhammad Imran 51 86 0 09 Apr 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 107 1,491 0 08 Mar 2017
DSSD : Deconvolutional Single Shot Detector Cheng-Yang Fu Wen Liu A. Ranga A. Tyagi Alexander C. Berg ObjD 147 1,918 0 23 Jan 2017
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 95 321 0 20 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 491 22,158 0 09 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,035 0 04 Dec 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 211 1,580 0 28 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 91 564 0 24 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 158 6,551 0 24 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 337 19,697 0 21 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 282 2,851 0 20 Nov 2016
A Multi-Scale Cascade Fully Convolutional Network Face Detector Zhenheng Yang Ram Nevatia CVBM 58 71 0 12 Sep 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 326 2,084 0 07 Jun 2016
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 273 18,284 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 755 37,895 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,654 0 06 Apr 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,037 0 22 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,846 0 02 Nov 2015
ParseNet: Looking Wider to See Better Wei Liu Andrew Rabinovich Alexander C. Berg SSeg 141 1,214 0 15 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
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 241 4,180 0 17 May 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 416 11,242 0 18 Jun 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 158 5,008 0 21 Dec 2013