Create Your Own Chinese Calligraphy Artwork
نویسندگان
چکیده
In this work, we aim to transform handwritten Chinese characters into calligraphy style characters on a stroke-by-stroke basis. We extracted strokes from a set of handwritten characters by identifying the primary orientation of each stroke. We then adopted autoencoder and self-organizing maps to cluster the extracted strokes into 100 different groups. Using the neural networks obtained, we clustered strokes from calligraphy artworks as well. By identifying the strokes of a handwritten character and replacing it with the corresponding calligraphy stroke, we successfully created calligraphy-style characters from handwritten characters while preserving the unique structures of the original characters.
منابع مشابه
Automatic Artistic Calligraphy Generation
We introduce a novel intelligent system which can generate new Chinese calligraphic artwork that meets certain aesthetic requirements automatically. In the machine learning phase, parametric representations of the existent calligraphic artwork are derived from input images of calligraphy. Using a six-layer hierarchical representation, the acquired knowledge is organized as a small structural st...
متن کاملA Solid Model Based Virtual Hairy Brush
We present the detailed modeling of the hairy brush used typically in Chinese calligraphy. The complex model, which includes also a model for the ink and the paper, covers the various stages of the brush going through a calligraphy process. The model relies on the concept of writing primitives, which are the smallest units of hair clusters, to reduce the load on the simulation. Each such primit...
متن کاملA Virtual Chinese Hairy Brush Model for E-Learning
The increasing demands of education, reduction of study cost and study without location limitation have encouraged developers providing different types of learning and educational systems. This paper presents a virtual Chinese hairy brush painting environment which can be used as a digital tool for learning or creating Chinese calligraphy or Chinese painting. The framework comprises two compone...
متن کاملAn Interactive System for Chinese Traditional Calligraphy and Painting
This paper presents a novel Chinese calligraphy and painting system, which serves as an expressive vehicle for interactively creating Chinese traditional calligraphy and ink-wash painting works. We developed a brush model which gives the user natural control of complex brush strokes. This model enhances the realistic sense of the user’s manipulating the pen with the pressure sense. We also deve...
متن کاملRobotic calligraphy - Learning how to write single strokes of Chinese and Japanese characters
A robot testbed for writing Chinese and Japanese calligraphy characters is presented. Single strokes of the calligraphy characters are represented in a database and initialized with a scanned reference image and a manually chosen initial drawing spline. A learning procedure uses visual feedback to analyze each new iteration of the drawn stroke and updates the drawing spline such that every subs...
متن کامل