Towards a Unified Evaluation Framework: Integrating Human Perception and Metrics for AI-Generated Images

Overview

Integrates human judgments and automated image-quality metrics into a unified framework for evaluating generated imagery.

Research context

This work contributes to Generative AI Evaluation. The publication record above is the authoritative source for its current status; accepted papers will be updated when final bibliographic metadata becomes public.

@article{UnifiedAiImageEvaluation2025,
  title = {Towards a Unified Evaluation Framework: Integrating Human Perception and Metrics for AI-Generated Images},
  author = {M. Aziz, U. Rehman, M. U. Danish, S. Ali, A. Z. Abbasi},
  year = {2025},
  journal = {Multimedia Systems},
  doi = {10.1007/s00530-025-01769-7}
}