We present a novel algorithm for stylizing photographs into portrait paintings comprised of curved brush strokes. Rather than drawing upon a prescribed set of heuristics to place strokes, our system learns a flexible model of artistic style by analyzing training data from a human artist. Given a training pair — a source image and painting of that image — a non-parametric model of style is learn...

The recent work of Gatys et al. demonstrated the power of Convolutional Neural Networks (CNN) in creating artistic fantastic imagery by separating and recombing the image content and style. This process of using CNN to migrate the semantic content of one image to different styles is referred to as Neural Style Transfer. Since then, Neural Style Transfer has become a trending topic both in acade...

A New Artistic Rendering of Izapa Stela 5 A Step toward Improved Interpretation

An interesting and potentially useful vision/graphics task is to render an input image in an enhanced form or also in an unusual style; for example with increased sharpness or with some artistic qualities. In previous work [10, 5], researchers showed that by estimating the mapping from an input image to a registered (aligned) image of the same scene in a different style or resolution, the mappi...

Visual generative models, such as Generative Adversarial Networks (GANs) [1] and Variational Autoencoders (VAEs) [2], have achieve remarkable results in generating visual images [3, 4, 5, 6]. While most existing work [3, 4] focus on photorealistic images, the problem of generating artistic images is relatively underinvestigated. Different from photorealistic images, artistic images exhibit larg...

Social tags are receiving growing interests in information retrieval. In music information retrieval previous research has demonstrated that tags can assist in music classification and clustering. This paper studies the problem of combining tags and audio contents for artistic style clustering. After studying the effectiveness of using tags and audio contents separately for clustering, this pap...

In this study, the case of a patient who developed artistic ability following a traumatic brain injury is reported. The subject was a 49-year-old male who suffered brain injury at the age of 44 due to an accidental fall. At age 48, he began drawing with great enthusiasm and quickly developed a personal style with his own biomorphic iconography. At first, his drawing was restricted to realistic ...

Super-deformed, SD, is a specific artistic style for Japanese manga and anime which exaggerates characters in the goal of appearing cute and funny. The SD style characters are widely used, and can be seen in many anime, CG movies, or games. However, to create an SD model often requires professional skills and considerable time and effort. In this paper, we present a novel technique to generate ...

The Fast Style Transfer methods have been recently proposed to transfer a photograph to an artistic style in realtime. This task involves controlling the stroke size in the stylized results, which remains an open challenge. In this paper, we present a stroke controllable style transfer network that can achieve continuous and spatial stroke size control. By analyzing the factors that influence t...