‘Quality assessment of Generative AI-based compression’

This thesis presents the development of a Graphical User Interface (GUI) in MATLAB for conducting a subjective image quality assessment using the pairwise comparison method. The objective of the study is to evaluate images generated by a Generative AI model based on human perception. The custom-designed GUI allows users to view and compare pairs of AI-generated images and express preferences through an intuitive interface. The collected responses are then analyzed to determine the perceived visual quality and ranking of the images. This approach provides insights into the subjective effectiveness of generative models and supports the development of more perceptually aligned AI image synthesis techniques.