Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  propose a method for distinction beten handwritten and machine-printed characters with no need to locate positions of characters or text lines.  call the proposed method psilaspectrum-based local fluctuation detection method. The method transforms local regions in document images into por spectrum to extract feature values which represent fluctuations caused by handwriting.  employ a multilayer perceptron for the distinction.  feed the obtained feature values to a preliminarily optimized multilayer perceptron (MLP), and the MLP yields likelihood of handwriting.  prepare a document image which has randomly aligned characters for an experiment. The experimental result shows that our method can distinguish handwritten and machine-printed characters with no need to locate positions of characters or text lines.
['Jumpei Koyama', 'Masahiro Kato', 'Akira Hirose']
I am writing a research paper on a idea Distinction between handwritten and machine-printed characters with no need to locate character or text line position
[{"from": "human", "value": "I am writing a research paper on a idea Distinction between handwritten and machine-printed characters with no need to locate character or text line position"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  propose a method for distinction beten handwritten and machine-printed characters with no need to locate positions of characters or text lines.  call the proposed method psilaspectrum-based local fluctuation detection method. The method transforms local regions in document images into por spectrum to extract feature values which represent fluctuations caused by handwriting.  employ a multilayer perceptron for the distinction.  feed the obtained feature values to a preliminarily optimized multilayer perceptron (MLP), and the MLP yields likelihood of handwriting.  prepare a document image which has randomly aligned characters for an experiment. The experimental result shows that our method can distinguish handwritten and machine-printed characters with no need to locate positions of characters or text lines."}]