Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks

11 April 2018

Keiller Nogueira

M. Dalla Mura

Jocelyn Chanussot

William R. Schwartz

J. A. dos Santos

SSeg

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Papers citing "Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks"

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Title
Exploiting ConvNet Diversity for Flooding Identification Keiller Nogueira Samuel G. Fadel Í. C. Dourado Rafael de O. Werneck Javier A. V. Muñoz O. A. B. Penatti R. Calumby Lin Tzy Li J. A. dos Santos Ricardo da S. Torres 17 67 0 09 Nov 2017
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 60 1,605 0 11 Oct 2017
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning Ronald Kemker C. Salvaggio Christopher Kanan 55 456 0 19 Mar 2017
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 87 603 0 05 Dec 2016
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre SSeg 97 384 0 22 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 648 36,599 0 25 Aug 2016
Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks Michele Volpi D. Tuia SSeg 45 477 0 02 Aug 2016
Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery Jamie Sherrah SSeg 37 364 0 08 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 191 18,136 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 368 37,704 0 20 May 2016
Dual Local-Global Contextual Pathways for Recognition in Aerial Imagery Alina Marcu Marius Leordeanu 23 40 0 18 May 2016
A Survey of Semantic Segmentation Martin Thoma SSeg 42 244 0 21 Feb 2016
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification Keiller Nogueira O. A. B. Penatti J. A. dos Santos 49 831 0 04 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.5K 192,638 0 10 Dec 2015
Pushing the Boundaries of Boundary Detection using Deep Learning Iasonas Kokkinos 49 232 0 23 Nov 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 210 8,421 0 23 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling Vijay Badrinarayanan Ankur Handa R. Cipolla SSeg 217 792 0 27 May 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 177 4,166 0 17 May 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 277 11,183 0 18 Jun 2014
Practical recommendations for gradient-based training of deep architectures Yoshua Bengio 3DH ODL 150 2,195 0 24 Jun 2012