James M. Brown

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 9

Top Topics

Abnormal Behavior

Image Quality Assessment

Top Venues

Publications

Ezechukwu I Nwokedi, Rasneer S. Bains, Luc Bidaut, Xujiong Ye, Sara Wells, James M. Brown
Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage. CoRR (2022)
Andrew Perrett, Charlie Barnes, Mark Schofield, Lan Qie, Petra Bosilj, James M. Brown
DeepVerge: Classification of Roadside Verge Biodiversity and Conservation Potential. CoRR (2022)
Aaron S. Coyner, Praveer Singh, James M. Brown, Susan Ostmo, R. V. Paul Chan, Michael F. Chiang, Jayashree Kalpathy-Cramer, J. Peter Campbell
Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations. CoRR (2021)
Ezechukwu I Nwokedi, Rasneer S. Bains, Luc Bidaut, Sara Wells, Xujiong Ye, James M. Brown
Unsupervised detection of mouse behavioural anomalies using two-stream convolutional autoencoders. CoRR (2021)
Jin Chao, Ahmad Al Badawi, Balagopal Unnikrishnan, Jie Lin, Chan Fook Mun, James M. Brown, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Ramaseshan Chandrasekhar, Pavitra Krishnaswamy, Khin Mi Mi Aung
CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images. CoRR (2019)
Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images. CoRR (2018)
Andrew Beers, James M. Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer
High-resolution medical image synthesis using progressively grown generative adversarial networks. CoRR (2018)
Aaron S. Coyner, Ryan Swan, James M. Brown, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John Peter Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang
Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity. AMIA (2018)
Szu-Yeu Hu, Andrew Beers, Ken Chang, Kathi Höbel, J. Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Jennifer G. Dy, Michael F. Chiang, Jayashree Kalpathy-Cramer, James M. Brown
Deep feature transfer between localization and segmentation tasks. CoRR (2018)
Harold H. Greene, James M. Brown, Bryce A. Paradis
Luminance contrast and the visual span during visual target localization. Displays 34 (1) (2013)