Web: http://arxiv.org/abs/2112.03258

Sept. 16, 2022, 1:15 a.m. | Ankan Kumar Bhunia, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Jorma Laaksonen, Michael Felsberg

cs.CV updates on arXiv.org arxiv.org

Creative sketching or doodling is an expressive activity, where imaginative
and previously unseen depictions of everyday visual objects are drawn. Creative
sketch image generation is a challenging vision problem, where the task is to
generate diverse, yet realistic creative sketches possessing the unseen
composition of the visual-world objects. Here, we propose a novel
coarse-to-fine two-stage framework, DoodleFormer, that decomposes the creative
sketch generation problem into the creation of coarse sketch composition
followed by the incorporation of fine-details in the sketch. …

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