Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation

doi:doi:10.57702/4hqis72i

Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation

A new GAN-based interactive image generation system for drawing objects from scratch that: 1) generates full images given partial user strokes (or sketches); 2) serves as a recommender system that suggests or helps the user during their creative process to help them generate a desired image; and 3) uses a single conditional GAN model for multiple image classes, via a gating-based conditioning mechanism.

BibTex:

@dataset{Arnab_Ghosh_and_Richard_Zhang_and_Puneet_K_Dokania_and_Oliver_Wang_and_Alexei_A_Efros_and_Philip_H_S_Torr_and_Eli_Shechtman_2025,
    abstract = {A new GAN-based interactive image generation system for drawing objects from scratch that: 1) generates full images given partial user strokes (or sketches); 2) serves as a recommender system that suggests or helps the user during their creative process to help them generate a desired image; and 3) uses a single conditional GAN model for multiple image classes, via a gating-based conditioning mechanism.},
    author = {Arnab Ghosh and Richard Zhang and Puneet K. Dokania and Oliver Wang and Alexei A. Efros and Philip H. S. Torr and Eli Shechtman},
    doi = {10.57702/4hqis72i},
    institution = {No Organization},
    keyword = {'interactive image generation', 'multiclass image generation', 'sketch-to-image translation'},
    month = {jan},
    publisher = {TIB},
    title = {Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation},
    url = {https://service.tib.eu/ldmservice/dataset/interactive-sketch---fill--multiclass-sketch-to-image-translation},
    year = {2025}
}