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Picture for Dalton Lunga

Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation


Dec 19, 2020
Abhishek K Dubey, Michael T Young, Christopher Stanley, Dalton Lunga, Jacob Hinkle


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Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics


Aug 08, 2019
Dalton Lunga, Jonathan Gerrand, Hsiuhan Lexie Yang, Christopher Layton, Robert Stewart


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Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States


May 23, 2018
Hsiuhan Lexie Yang, Jiangye Yuan, Dalton Lunga, Melanie Laverdiere, Amy Rose, Budhendra Bhaduri

* Accepted by IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 

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Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches


Jul 18, 2017
Dalton Lunga, Lexie Yang, Budhendra Bhaduri

* 4 pages, 5 figures, IGARSS 2017 

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Exploiting Convolutional Representations for Multiscale Human Settlement Detection


Jul 18, 2017
Dalton Lunga, Dilip Patlolla, Lexie Yang, Jeanette Weaver, Budhendra Bhadhuri

* 4 pages, 5 figures, IGARSS 2017 

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Generating Similar Graphs From Spherical Features


May 19, 2011
Dalton Lunga, Sergey Kirshner

* 29 pages, 14 figures, 1 table 

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