The invention provides a Chinese character stroke feature parallel extraction method used for on-line handwritten Chinese character recognition. In the method, the stroke features used for character recognition are extracted mainly by carrying out true stroke and virtual stroke processing on the time sequence of the on-line handwritten Chinese characters. The method blends the virtual stroke features and non-virtual stroke features of the on-line handwritten Chinese characters. The blended features are adopted for on-line handwriting recognition, thereby greatly improving the recognition effect of stroke-connection cursive Chinese characters, not only recognizing normatively-written Chinese characters but also recognizing the stroke-connection cursive Chinese characters, therefore, the users can freely write Chinese characters without limit.