Text to Realistic Image Synthesis, Mohammed Abbass
Sprache des Titels:
Synthesizing natural images from text descriptions is a significant topic in computer vision filed. It allows to directly draw, generate, and manipulate images with minimal effort. However, this topic has numerous challenges that desire additional research prospects such as aiding the generation of various objects with adequate resolution, and expanding consistent evaluation metrics that deal with human aspects. In this talk, the main goal is to focus on producing images from given text descriptions, and link the gap between computer vision and natural language processing areas. This talk deals with several challenge aspects, evaluations of adversarial models, and potential future work with a focus on text-to-image synthesis.