A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy

A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy

<sc>iquaflow</sc> is a framework that provides a set of tools to assess image quality. The user can add custom metrics that can be easily integrated and a set of unsupervised methods is offered by default. Furthermore, <sc>iquaflow</sc> measures quality by using the performan...

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Bibliographic Details
Main Authors: Pau Galles, Katalin Takats, Miguel Hernandez-Cabronero, David Berga, Luciano Pega, Laura Riordan-Chen, Clara Garcia, Guillermo Becker, Adan Garriga, Anica Bukva, Joan Serra-Sagrista, David Vilaseca, Javier Marin
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Artificial intelligence
data compression
image analysis
image processing
image resolution
image segmentation
Online Access:https://ieeexplore.ieee.org/document/10356628/

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