David P. Hughes

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 9

Top Topics

Annotated Images

Image Segmentation

Disease Diagnosis

Top Venues

Vis. Informatics

IEEE Internet Things J.

Publications

Andrea Coletta, Novella Bartolini, Gaia Maselli, Annalyse Kehs, Peter McCloskey, David P. Hughes
Optimal Deployment in Crowdsensing for Plant Disease Diagnosis in Developing Countries. IEEE Internet Things J. 9 (9) (2022)
Maryam Tabar, Dongwon Lee, David P. Hughes, Amulya Yadav
Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors. AAAI (2022)
Maryam Tabar, Jared Gluck, Anchit Goyal, Fei Jiang, Derek Morr, Annalyse Kehs, Dongwon Lee, David P. Hughes, Amulya Yadav
A PLAN for Tackling the Locust Crisis in East Africa: Harnessing Spatiotemporal Deep Models for Locust Movement Forecasting. KDD (2021)
Tianxiao Hu, Hao Zheng, Chen Liang, Sirou Zhu, Natalie Imirzian, Yizhe Zhang, Chaoli Wang, David P. Hughes, Danny Z. Chen
AntVis: A web-based visual analytics tool for exploring ant movement data. Vis. Informatics 4 (1) (2020)
Andrea Coletta, Novella Bartolini, Gaia Maselli, David P. Hughes
On Optimal Crowd-Sensing Task Management in Developing Countries. PerCom Workshops (2020)
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. CoRR (2019)
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. MIDL (2019)
Yizhe Zhang, Lin Yang, Jianxu Chen, Maridel Fredericksen, David P. Hughes, Danny Z. Chen
Deep Adversarial Networks for Biomedical Image Segmentation Utilizing Unannotated Images. MICCAI (3) (2017)
Sharada Prasanna Mohanty, David P. Hughes, Marcel Salathé
Using Deep Learning for Image-Based Plant Disease Detection. CoRR (2016)
David P. Hughes, Marcel Salathé
An open access repository of images on plant health to enable the development of mobile disease diagnostics through machine learning and crowdsourcing. CoRR (2015)