Worlds of Data

Worlds of Data

Full Reference Image Quality Assessment and Metrics

Kala K's avatar
Kala K
Aug 30, 2025
∙ Paid

By Kala K, TH Tien

”Ever wondered why an object detection model fails on one image but succeeds on another, even when the object is clear to you? The culprit is often something invisible: poor image quality.”

Image Quality Assessment (IQA) is a vast subject. Knowing how to effectively quantify quality issues is a great advantage in image processing jobs. …

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