The Role of Artificial Intelligence in Enhancing Realistic Image Quality
Abstract
Abstract The rapid advancement of artificial intelligence (AI) has significantly impacted the fields of digital and realistic imaging, enhancing image quality through techniques such as resolution enhancement, noise reduction, and color correction. Despite these developments, the application of AI in improving real-world image quality remains relatively limited. This study explores various AI-based websites and platforms specialized in enhancing realistic images, with a focus on images of the Neom Stadium in Saudi Arabia, the venue for the 2034 FIFA World Cup. Through qualitative analysis including expert interviews and thematic exploration, the study identifies strengths, weaknesses, and opportunities in current AI-driven image enhancement tools. The findings offer valuable insights into how AI technologies are shaping the future of image design and quality improvement in real-world contexts.
Fields of Study & Subjects
Advanced Image Processing Techniques
Image Enhancement Techniques
Generative Adversarial Networks and Image Synthesis
Publication details
- Journal / source
- Research Square
- Publication date
- 12 March 2026
- Language
- EN
- Document type
- Preprint