Image quality assessment for machine learning tasks using meta-reinforcement learning

In this paper, we consider image quality assessment (IQA) as a measure of how images are amenable with respect to a given downstream task, or task amenability. When the task is performed using machine learning algorithms, such as a neural-network-based task predictor for image classification or segm...

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Bibliographic Details
Main Authors: Saeed, SU, Fu, Y, Stavrinides, V, Baum, ZMC, Yang, Q, Rusu, M, Fan, RE, Sonn, GA, Noble, JA, Barratt, DC, Hu, Y
Format: Journal article
Language:English
Published: Elsevier 2022