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Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks



Qinghui Liu , Michael Kampffmeyer , Robert Jenssen , Arnt-Børre Salberg

* 24 pages, 11 figures, submitted to IJRS 

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



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



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



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



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



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



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



Qinghui Liu , Michael Kampffmeyer , Robert Jenssen , Arnt-Børre Salberg

* JURSE 2019 

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