LACE: Controlled Image Prompting and Iterative Refinement with GenAI for Professional Visual Art Creators

April 21, 2025 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Yenkai Huang, Ning Zheng arXiv ID 2504.15189 Category cs.HC: Human-Computer Interaction Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
We present LACE, a hybrid Human-AI co-creative system integrated into Adobe Photoshop supporting turn-taking and parallel interaction modes for iterative image generation. Through a study with 21 participants across representational, abstract, and design tasks, we found turn-taking preferred in early stages for idea generation, and parallel modes suited for detailed refinement. While this shorter workshop paper provides key insights and highlights, the comprehensive findings and detailed analysis are presented in a longer version available separately on arXiv.
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