VisAgent: Narrative-Preserving Story Visualization Framework

Understand

Story visualization is the transformation of narrative elements into image sequences.

• While existing research has primarily focused on visual contextual coherence, the deeper narrative essence of stories often remains overlooked.
• This limitation hinders the practical application of these approaches, as generated images frequently fail to capture the intended meaning and nuances of the narrative fully.
• To address these challenges, we propose VisAgent, a training-free multi-agent framework designed to comprehend and visualize pivotal scenes within a given story.