Giovanna Sannino

A new image similarity metric for a perceptual and transparent geometric and chromatic assessment

Full-reference image quality assessment metrics such as PSNR and SSIM misalign with human perceptual judgments on texture and shape distortions, a limitation documented across multiple benchmarks. Deep perceptual metrics such as LPIPS substantially close this gap but produce opaq...