Search Results for author: Saba Dadsetan

Found 3 papers, 1 papers with code

No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency

1 code implementation16 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.

No-Reference Image Quality Assessment

Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery

no code implementations17 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.

Semantic Segmentation

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