Image Generation: A Review

• Published in: Neural processing letters Vol. 54; no. 5; pp. 4609 - 4646
• Main Authors: Elasri, Mohamed, Elharrouss, Omar, Al-Maadeed, Somaya, Tairi, Hamid
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.10.2022; Springer Nature B.V
• Subjects: Algorithms; Artificial Intelligence; Complex Systems; Computational Intelligence; Computer Science; Computer vision; Datasets; Deep learning; Image processing; Machine learning; Methods; Image-to-image translation; Text-to-image generation; Panoramic image generation; Layout-to-image generation; Sketch-to-image generation; Image generation

The creation of an image from another and from different types of data including text, scene graph, and object layout, is one of the very challenging tasks in computer vision. In addition, capturing images from different views for generating an object or a product can be exhaustive and expansive to...