Al-Mustaqbal Center for Artificial Intelligence Applications is pleased to announce a new scientific achievement by Prof. Dr. Nidhal Khdhair Al-Abbadi, through the publication of a research paper in the field of Image Processing and Computer Vision. The research focuses on advanced techniques for image restoration and inpainting using modern artificial intelligence models. The study proposes a novel framework that combines Discrete Wavelet Transform (DWT), Generative Adversarial Networks (GANs), and Aggregated Output Transformers (AOT) to significantly enhance the quality of image recovery. This achievement reflects the ongoing research excellence at our Center. Al-Mustaqbal University is ranked first among private universities in Iraq.