1 code implementation • 16 Aug 2021 • S. Alireza Golestaneh, Saba Dadsetan, Kris M. Kitani
Specifically, we enforce self-consistency between the outputs of our quality assessment model for each image and its transformation (horizontally flipped) to utilize the rich self-supervisory information and reduce the uncertainty of the model.
Ranked #3 on No-Reference Image Quality Assessment on TID2013
no code implementations • 17 Dec 2020 • Saba Dadsetan, Gisele Rose, Naira Hovakimyan, Jennifer Hobbs
Next, we construct our proposed spatiotemporal architecture, which combines a UNet with a convolutional LSTM layer, to accurately detect regions of the field showing NDS; this approach has an impressive IOU score of 0. 53.
no code implementations • 20 Apr 2021 • Saba Dadsetan, David Pichler, David Wilson, Naira Hovakimyan, Jennifer Hobbs
Advances in remote sensing technology have led to the capture of massive amounts of data.
no code implementations • 15 Nov 2022 • Saba Dadsetan, Mohsen Hejrati, Shandong Wu, Somaye Hashemifar
We also show that pretraining on extended (but not labeled) brain MRI data outperforms pretraining on natural images.