Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  describe a new texture analysis based approach towards font recognition. Existing methods are typically based on local features that often require connected components analysis. In our new method,  take the document as an image containing some special textures, and font recognition as texture identification. The method is content independent and involves no local feature analysis. Global features are extracted by texture analysis.  apply the ll-established 2D Gabor filtering technique to extract such features and a ighted Euclidean distance classifier to fulfil the recognition task. Experiments are made using 6,000 samples of 24 frequently used Chinese fonts (6 typefaces combined with 4 styles) and very promising results are achieved.
['Yong Zhu', 'Tieniu Tan', 'Yunhong Wang']
I am writing a research paper on a idea Font recognition based on global texture analysis
[{"from": "human", "value": "I am writing a research paper on a idea Font recognition based on global texture analysis"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  describe a new texture analysis based approach towards font recognition. Existing methods are typically based on local features that often require connected components analysis. In our new method,  take the document as an image containing some special textures, and font recognition as texture identification. The method is content independent and involves no local feature analysis. Global features are extracted by texture analysis.  apply the ll-established 2D Gabor filtering technique to extract such features and a ighted Euclidean distance classifier to fulfil the recognition task. Experiments are made using 6,000 samples of 24 frequently used Chinese fonts (6 typefaces combined with 4 styles) and very promising results are achieved."}]