De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation

Piet: Facilitating Color Authoring for Motion Graphics Video

“…Extending the palettebased editing, a recent work, ColorfulCurves [5], unifies the palette and the curve-based solution to allow for interactive regional lightness adjustment for images. Beyond supporting color manipulation, recent research has expanded into data-driven approaches to recommend colors for various types of graphic design, such as infographics [38], advertising landing pages [24], and image-centric designs [28]. These methods aim to optimize aesthetic appeal and enhance the design's effectiveness in conveying the intended message.…”

Exploring Interactive Color Palettes for Abstraction-Driven Exploratory Image Colorization

“…the whole palette. The 2D color palette, proposed by Shi et al [41], incorporates the proportion and the spatial placement of colors into the palette representation. Different from the discrete ones widely applying for the general design scenarios, continuous palette frequently designed for a specific domain.…”

“…Offer various palette formats for versatile design exploration. Among the discrete palettes: 1D [21], 1D+ [16], and 2D [41](Figure 1(abc)), their feedback was enlightening: instead of viewing one palette as superior to the others, they perceived each format as possessing its own set of strengths tailored for particular design situations. For instance, "the 1D might be suitable for simplistic designs" (E1), whereas "the 2D offers a broader canvas for intricate projects requiring multiple color interplays" (E3).…”

“…2D Spatial Palette. To extract a 2D palette from an image, we adopt the approach proposed by Shi et al [41]. First, we simplify the image by dividing it into 𝑁 superpixels using the SLIC algorithm [1].…”

“…To ensure the color combinations, proportions, and spatial placements used in the study were representative, we adopted the following approach to extract color palettes from a graphic design dataset [41]. To decide on which colors to use, we extracted each design's uniform 1D color palette, consisting of five dominant colors.…”