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Picture for David Wilson

Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress from Aerial Imagery


Apr 22, 2021
Saba Dadsetan, David Pichler, David Wilson, Naira Hovakimyan, Jennifer Hobbs


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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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Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis


Jan 05, 2020
Mang Tik Chiu, Xingqian Xu, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Hrant Khachatrian, Hovnatan Karapetyan, Ivan Dozier, Greg Rose, David Wilson, Adrian Tudor, Naira Hovakimyan, Thomas S. Huang, Honghui Shi


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Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs using Multi-scale and Conditional Adversarial Network


Oct 22, 2018
Bo Zhou, Xunyu Lin, Brendan Eck, Jun Hou, David Wilson

* 16 pages, 7 figures, accepted by Asian Conference on Computer Vision (2018 ACCV) 

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Using Machine Learning to Improve Cylindrical Algebraic Decomposition


Apr 26, 2018
Zongyan Huang, Matthew England, David Wilson, James H. Davenport, Lawrence C. Paulson

* arXiv admin note: text overlap with arXiv:1608.04219, arXiv:1404.6369 

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Applying machine learning to the problem of choosing a heuristic to select the variable ordering for cylindrical algebraic decomposition


Apr 25, 2014
Zongyan Huang, Matthew England, David Wilson, James H. Davenport, Lawrence C. Paulson, James Bridge

* Intelligent Computer Mathematics, pp. 92-107. (Lecture Notes in Artificial Intelligence, 8543). Springer Berlin Heidelberg, 2014 
* 16 pages 

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