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A Real-life Application of Signature Extraction Algorithm

A real-life sample project which built on top of "signature_extraction" algorithm to extract the signatures on the digital photo of the document. This project project provides a basic document scanner and signature extractor!

Here are the functionalities of this sample project:

Quick Demo


  • Input = The digital photo of the document
  • Output = The signatures exist on the input


Sample Test Results

- Sample result#1:

Explanation: Fristly, the page dewarping algorithm is performed to warp the page properly. And then, signature extraction algorithm is performed to extract the signature on the image. Lastly, unsharpening mask and color correction algortihms are performed to make the documents quality high!

Theory

Main pipe-line

Main pipe-line of this sample project is given below!

The signature extractor architecture already explain in the main repo readme and the architecture of the signature extractor is given below!

Citation

If you use this code for your publications, please cite it as:

@ONLINE{hse,
    author = "Ahmet Özlü",
    title  = "Overlapped handwritten signature extraction from scanned documents",
    year   = "2018",
    url    = "https://github.com/ahmetozlu/signature_extractor"
}

Author

Ahmet Özlü

License

This system is available under the MIT license. See the LICENSE file for more info.