Image synthesis is a process of converting the input text, sketch, or other sources, ie, another
image or mask, into an image. It is an important problem in the computer vision field, where it …

We present the Sketchy database, the first large-scale collection of sketch-photo pairs. We
ask crowd workers to sketch particular photographic objects sampled from 125 categories …

Humans have used sketching to depict our visual world since prehistoric times. Even today,
sketching is possibly the only rendering technique readily available to all humans. This …

Synthesizing realistic images from human drawn sketches is a challenging problem in
computer graphics and vision. Existing approaches either need exact edge maps, or rely on …

Can a user create a deep generative model by sketching a single example? Traditionally,
creating a GAN model has required the collection of a large-scale dataset of exemplars and …

In many applications of computer graphics, art, and design, it is desirable for a user to
provide intuitive non-image input, such as text, sketch, stroke, graph, or layout, and have a …

We propose an interactive GAN-based sketch-to-image translation method that helps novice
users easily create images of simple objects. The user starts with a sparse sketch and a …

We introduce the first method for automatic image generation from scene-level freehand
sketches. Our model allows for controllable image generation by specifying the synthesis …

We develop a system for 3D object retrieval based on sketched feature lines as input. For
objective evaluation, we collect a large number of query sketches from human users that are …

Scribble colors based line art colorization is a challenging computer vision problem since
neither greyscale values nor semantic information is presented in line arts, and the lack of …