A Chinese Character Synthesis Method Based on Style Learning

Abstract

The invention discloses a Chinese character synthesis method based on style learning. The present invention is as follows: 1) extract the skeleton point coordinates of each handwritten character and the corresponding reference character input by the user; 2) respectively calculate the stroke layout and the stroke shape of each stroke corresponding to the handwritten character and the reference character according to the skeleton points; 3) for each One-hand writing, calculate the stroke shape difference and stroke layout difference between the handwritten word and its corresponding reference word; 4) use the neural network to train the stroke shape difference and stroke layout difference respectively, and obtain the neural network of the stroke shape style Weight, stroke layout style neural network weight; 5) input the stroke inertia and stroke center of gravity position of the new reference character into the trained neural network, and obtain the stroke shape and stroke layout of the user's style respectively; 6) combination Step 5) The obtained stroke shape and stroke layout obtain the skeleton of the synthesized Chinese character, and then smooth and render the skeleton to obtain the handwritten Chinese character of the user's style.

Description

technical field [0001] The invention relates to a Chinese character synthesis method based on style learning. More specifically, it involves the extraction of Chinese character skeletons, using neural networks to learn Chinese character styles and synthesize Chinese character skeletons, and then smooth and render them. It belongs to the field of artificial intelligence and computer graphics. Background technique [0002] Personal handwritten Chinese characters contain rich personality and background information, which is an important characteristic of people. Chinese character synthesis aims to imitate handwriting with a certain style and synthesize handwritten Chinese characters with this style. Chinese character synthesis is an interdisciplinary problem in the fields of artificial intelligence and computer graphics. The study of Chinese character synthesis is of great significance for PC personalization, Chinese character recognition, shorthand encryption and completely...

AI Technical Summary

Problems solved by technology

However, the number of Chinese characters is large and the structure is complex. At present, there are few researches on the synthesis of Chinese personal handwritten Chinese characters, and there is no established technology.

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