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Classification of Diabetic Retinopathy Severity in Fundus Images with DenseNet121 and ResNet50


Aug 19, 2021
Jonathan Zhang, Bowen Xie, Xin Wu, Rahul Ram, David Liang

* 15 pages, 14 figures; Jonathan Zhang - first author, Rahul Ram and David Liang - principal investigators; classifier repository - $\url{https://github.com/JZhang-305/Diabetic-Retinopathy-Classifier}$ 

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Generalizing to the Open World: Deep Visual Odometry with Online Adaptation


Mar 29, 2021
Shunkai Li, Xin Wu, Yingdian Cao, Hongbin Zha

* Accepted by CVPR 2021 

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Spatial-Spectral Manifold Embedding of Hyperspectral Data


Jul 17, 2020
Danfeng Hong, Jing Yao, Xin Wu, Jocelyn Chanussot, Xiao Xiang Zhu


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Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network


Jul 16, 2020
Xin Wu, Wei Li, Danfeng Hong, Jiaojiao Tian, Ran Tao, Qian Du

* ISPRS Journal of Photogrammetry and Remote Sensing,167:39-53,2020 

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Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification


Dec 18, 2019
Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu

* IEEE Transactions on Geoscience and Remote Sensing, 2020 

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Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment


Sep 04, 2019
Alex Bozarth, Brendan Dwyer, Fei Hu, Daniel Jalova, Karthik Muthuraman, Nick Pentreath, Simon Plovyt, Gabriela de Queiroz, Saishruthi Swaminathan, Patrick Titzler, Xin Wu, Hong Xu, Frederick R Reiss, Vijay Bommireddipalli

* Alex Bozarth et al. 2019. Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment. In The 28th ACM International Conference on Information and Knowledge Management (CIKM '19) 
* 4 pages, 3 figures. Demo paper 

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Efficient Method for Categorize Animals in the Wild


Jul 30, 2019
Abulikemu Abuduweili, Xin Wu, Xingchen Tao


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Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection


May 27, 2019
Xin Wu, Danfeng Hong, Jocelyn Chanussot, Yang Xu, Ran Tao, Yue Wang


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Predict Future Sales using Ensembled Random Forests


Apr 17, 2019
Yuwei Zhang, Xin Wu, Chenyang Gu, Yueqi Xie


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ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features


Jan 31, 2019
Xin Wu, Danfeng Hong, Jiaojiao Tian, Jocelyn Chanussot, Wei Li, Ran Tao


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