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Generative adversarial networks–enabled human–artificial intelligence collaborative applications for creative and design industries: A systematic review of current …
The future of work and workplace is very much in flux. A vast amount has been written about
artificial intelligence (AI) and its impact on work, with much of it focused on automation and …
artificial intelligence (AI) and its impact on work, with much of it focused on automation and …
Uni-controlnet: All-in-one control to text-to-image diffusion models
Text-to-Image diffusion models have made tremendous progress over the past two years,
enabling the generation of highly realistic images based on open-domain text descriptions …
enabling the generation of highly realistic images based on open-domain text descriptions …
Learning to generate line drawings that convey geometry and semantics
This paper presents an unpaired method for creating line drawings from photographs.
Current methods often rely on high quality paired datasets to generate line drawings …
Current methods often rely on high quality paired datasets to generate line drawings …
Cartoon image processing: a survey
With the rapid development of cartoon industry, various studies on two-dimensional (2D)
cartoon have been proposed for different application scenarios, such as quality assessment …
cartoon have been proposed for different application scenarios, such as quality assessment …
Deep animation video interpolation in the wild
In the animation industry, cartoon videos are usually produced at low frame rate since hand
drawing of such frames is costly and time-consuming. Therefore, it is desirable to develop …
drawing of such frames is costly and time-consuming. Therefore, it is desirable to develop …
Two-stage sketch colorization
Sketch or line art colorization is a research field with significant market demand. Different
from photo colorization which strongly relies on texture information, sketch colorization is …
from photo colorization which strongly relies on texture information, sketch colorization is …
Argan: Attentive recurrent generative adversarial network for shadow detection and removal
In this paper we propose an attentive recurrent generative adversarial network (ARGAN) to
detect and remove shadows in an image. The generator consists of multiple progressive …
detect and remove shadows in an image. The generator consists of multiple progressive …
Deep learning for free-hand sketch: A survey
Free-hand sketches are highly illustrative, and have been widely used by humans to depict
objects or stories from ancient times to the present. The recent prevalence of touchscreen …
objects or stories from ancient times to the present. The recent prevalence of touchscreen …
Tag2pix: Line art colorization using text tag with secat and changing loss
Line art colorization is expensive and challenging to automate. A GAN approach is
proposed, called Tag2Pix, of line art colorization which takes as input a grayscale line art …
proposed, called Tag2Pix, of line art colorization which takes as input a grayscale line art …
Deep geometrized cartoon line inbetweening
We aim to address a significant but understudied problem in the anime industry, namely the
inbetweening of cartoon line drawings. Inbetweening involves generating intermediate …
inbetweening of cartoon line drawings. Inbetweening involves generating intermediate …