Bachelor's Thesis: Developing of a Performance Comparison Index for Image Super-Resolution Models
I had been working on my thesis for a year after finishing all my studies and participated in a great research journey within the Holographic Imagining Laboratory of Marmara University. We have asked the ultimate question of image processing: how to determine a picture's quality? Here in this thesis and the published article, you can find our solution to this dilemma.
Performance comparison index for image super-resolution models - Signal, Image and Video Processing
Image super-resolution is a critical aspect of image enhancement, facilitating the reconstruction of high-quality images from low-resolution inputs. Traditional quality assessment metrics like SSIM, MSE, and PSNR have limitations in effectively evaluating super-resolution models due to their focus o…
Gökhan Koçmarlı
The files related to the thesis: