SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels
Authors
Designers create inspirational mood boards to express their design ideas visually, through collages of images and text. They find appropriate images and reflect on them as they explore emergent design concepts. After presenting the results of a participatory design workshop and a survey of professional designers, we introduce SemanticCollage, a digital mood board tool that attaches semantic labels to images by applying a state-of-the-art semantic labeling algorithm. SemanticCollage helps designers to 1) translate vague, visual ideas into search terms; 2) make better sense of and communicate their designs; while 3) not disrupting their creative flow. A structured observation with 12 professional designers demonstrated how semantic labels help designers successfully guide image search and find relevant words that articulate their abstract, visual ideas. We conclude by discussing how SemanticCollage inspires new uses of semantic labels for supporting creative practice.
Research Questions / Practical Problems
Question signals indexed for this paper.
- 83%
FashionQ: An AI-Driven Creativity Support Tool for Facilitating Ideation in Fashion Design
CHI '21· Generative AI (Text, Image, Music, Video) +2
- 83%
Fashioning Creative Expertise with Generative AI: Graphical Interfaces for Design Space Exploration Better Support Ideation Than Text Prompts
CHI '24· Generative AI (Text, Image, Music, Video) +2
- 83%
Exploring Interactive Color Palettes for Abstraction-Driven Exploratory Image Colorization
CHI '24· Generative AI (Text, Image, Music, Video) +2
- 83%
DesignPrompt: Using Multimodal Interaction for Design Exploration with Generative AI
DIS '24· Generative AI (Text, Image, Music, Video) +2
- 80%
VisiBlends: A Flexible Workflow for Visual Blends
CHI '19· Graphic Design & Typography Tools +1
- 80%
VisiFit: Structuring Iterative Improvement for Novice Designers
CHI '21· Graphic Design & Typography Tools +1
- 71%
Designing with AI: An Exploration of Co-Ideation with Image Generators
DIS '23· Generative AI (Text, Image, Music, Video) +2
- 71%
Objective Portrait: A Practice-based Inquiry to Explore AI as a Reflective Design Partner
DIS '23· Generative AI (Text, Image, Music, Video) +2
- 67%
"I don't want to feel like I'm working in a 1960s factory": The Practitioner Perspective on Creativity Support Tool Adoption
CHI '22· Generative AI (Text, Image, Music, Video) +1
- 67%
StyleMe: Towards Intelligent Fashion Generation with Designer Style
CHI '23· Generative AI (Text, Image, Music, Video) +1
Based on Jaccard similarity of research subtopics & professions (≥60%)