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SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation


Sep 03, 2020
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

* 11 pages, 5 figs. Draf version to TGRS, code will be open soon 

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The 1st Agriculture-Vision Challenge: Methods and Results


Apr 23, 2020
Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Junhee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt B. Salberg, Alexandre Barbosa, Rodrigo Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng, Van Thong Huynh, Soo-Hyung Kim, In-Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay Talbar, Jianyu Tang

* CVPR 2020 Workshop 

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Self-Constructing Graph Convolutional Networks for Semantic Labeling


Apr 23, 2020
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

* IGARSS-2020, code at: github.com/samleoqh/MSCG-Net 

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Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation


Apr 21, 2020
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

* 7-page, MSCG-Net, CVPRW-2020 

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Dense Dilated Convolutions Merging Network for Land Cover Classification


Mar 09, 2020
Qinghui Liu, Michael Kampffmeyer, Robert Jessen, Arnt-Børre Salberg

* Semantic Segmentation, 12 pages, TGRS-2020 early access in IEEE Transactions on Geoscience and Remote Sensing. 2020, Code available at https://github.com/samleoqh/DDCM-Semantic-Segmentation-PyTorch 

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Road Mapping In LiDAR Images Using A Joint-Task Dense Dilated Convolutions Merging Network


Sep 07, 2019
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

* IGARSS 2019. arXiv admin note: text overlap with arXiv:1908.11799 

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Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images


Aug 30, 2019
Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg

* JURSE 2019 

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